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2024-11-11 21:36:26 +00:00 · 2024-11-11 21:36:26 +00:00 · 02691e7622
commit 02691e7622
85 changed files with 55673 additions and 0 deletions
--- a/.nojekyll
+++ b/.nojekyll
--- a/404.html
+++ b/404.html
--- a/1
+++ b/1
@ -0,0 +1 @@
+docs.tinygrad.org
--- a/abstractions2.py
+++ b/abstractions2.py
@ -0,0 +1,119 @@
+# tinygrad is a tensor library, and as a tensor library it has multiple parts
+# 1. a "runtime". this allows buffer management, compilation, and running programs
+# 2. a "Device" that uses the runtime but specifies compute in an abstract way for all
+# 3. a "LazyBuffer" that fuses the compute into kernels, using memory only when needed
+# 4. a "Tensor" that provides an easy to use frontend with autograd ".backward()"
+
+
+print("******** first, the runtime ***********")
+
+from tinygrad.runtime.ops_clang import ClangProgram, ClangCompiler, MallocAllocator
+
+# allocate some buffers
+out = MallocAllocator.alloc(4)
+a = MallocAllocator.alloc(4)
+b = MallocAllocator.alloc(4)
+
+# load in some values (little endian)
+MallocAllocator.copyin(a, bytearray([2,0,0,0]))
+MallocAllocator.copyin(b, bytearray([3,0,0,0]))
+
+# compile a program to a binary
+lib = ClangCompiler().compile("void add(int *out, int *a, int *b) { out[0] = a[0] + b[0]; }")
+
+# create a runtime for the program (ctypes.CDLL)
+fxn = ClangProgram("add", lib)
+
+# run the program
+fxn(out, a, b)
+
+# check the data out
+print(val := MallocAllocator.as_buffer(out).cast("I").tolist()[0])
+assert val == 5
+
+
+print("******** second, the Device ***********")
+
+DEVICE = "CLANG"   # NOTE: you can change this!
+
+import struct
+from tinygrad.dtype import dtypes
+from tinygrad.device import Buffer, Device
+from tinygrad.ops import BinaryOps, MetaOps, UOp, UOps
+from tinygrad.shape.shapetracker import ShapeTracker
+
+# allocate some buffers + load in values
+out = Buffer(DEVICE, 1, dtypes.int32).allocate()
+a = Buffer(DEVICE, 1, dtypes.int32).allocate().copyin(memoryview(bytearray(struct.pack("I", 2))))
+b = Buffer(DEVICE, 1, dtypes.int32).allocate().copyin(memoryview(bytearray(struct.pack("I", 3))))
+# NOTE: a._buf is the same as the return from MallocAllocator.alloc
+
+# describe the computation
+buf_1 = UOp(UOps.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 1)
+buf_2 = UOp(UOps.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 2)
+ld_1 = UOp(UOps.LOAD, dtypes.int32, (buf_1, ShapeTracker.from_shape((1,)).to_uop()))
+ld_2 = UOp(UOps.LOAD, dtypes.int32, (buf_2, ShapeTracker.from_shape((1,)).to_uop()))
+alu = ld_1 + ld_2
+output_buf = UOp(UOps.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 0)
+st_0 = UOp(UOps.STORE, dtypes.void, (output_buf, ShapeTracker.from_shape((1,)).to_uop(), alu))
+s = UOp(UOps.SINK, dtypes.void, (st_0,))
+
+# convert the computation to a "linearized" format (print the format)
+from tinygrad.engine.realize import get_kernel, CompiledRunner
+kernel = get_kernel(Device[DEVICE].renderer, s).linearize()
+
+# compile a program (and print the source)
+fxn = CompiledRunner(kernel.to_program())
+print(fxn.p.src)
+# NOTE: fxn.clprg is the ClangProgram
+
+# run the program
+fxn.exec([out, a, b])
+
+# check the data out
+assert out.as_buffer().cast('I')[0] == 5
+
+
+print("******** third, the LazyBuffer ***********")
+
+from tinygrad.engine.lazy import LazyBuffer
+from tinygrad.engine.realize import run_schedule
+from tinygrad.engine.schedule import create_schedule
+
+# allocate some values + load in values
+a = LazyBuffer.metaop(MetaOps.EMPTY, (1,), dtypes.int32, DEVICE)
+b = LazyBuffer.metaop(MetaOps.EMPTY, (1,), dtypes.int32, DEVICE)
+a.buffer.allocate().copyin(memoryview(bytearray(struct.pack("I", 2))))
+b.buffer.allocate().copyin(memoryview(bytearray(struct.pack("I", 3))))
+del a.srcs
+del b.srcs
+
+# describe the computation
+out = a.alu(BinaryOps.ADD, b)
+
+# schedule the computation as a list of kernels
+sched = create_schedule([out])
+for si in sched: print(si.ast.op)  # NOTE: the first two convert it to CLANG
+
+# DEBUGGING: print the compute ast
+print(sched[-1].ast)
+# NOTE: sched[-1].ast is the same as st_0 above
+
+# run that schedule
+run_schedule(sched)
+
+# check the data out
+assert out.realized.as_buffer().cast('I')[0] == 5
+
+
+print("******** fourth, the Tensor ***********")
+
+from tinygrad import Tensor
+
+a = Tensor([2], dtype=dtypes.int32, device=DEVICE)
+b = Tensor([3], dtype=dtypes.int32, device=DEVICE)
+out = a + b
+
+# check the data out
+print(val:=out.item())
+assert val == 5
--- a/abstractions3.py
+++ b/abstractions3.py
@ -0,0 +1,62 @@
+# abstractions2 goes from back to front, here we will go from front to back
+from typing import List
+from tqdm import tqdm
+from tinygrad.helpers import DEBUG
+
+# *****
+# 0. Load mnist on the device
+
+from tinygrad.nn.datasets import mnist
+X_train, Y_train, _, _ = mnist()
+X_train = X_train.float()
+X_train -= X_train.mean()
+
+# *****
+# 1. Define an MNIST model.
+
+from tinygrad import Tensor
+
+l1 = Tensor.kaiming_uniform(128, 784)
+l2 = Tensor.kaiming_uniform(10, 128)
+def model(x): return x.flatten(1).dot(l1.T).relu().dot(l2.T)
+l1n, l2n = l1.numpy(), l2.numpy()
+
+# *****
+# 2. Choose a batch for training and do the backward pass.
+
+from tinygrad.nn.optim import SGD
+optim = SGD([l1, l2])
+
+X, Y = X_train[(samples:=Tensor.randint(128, high=X_train.shape[0]))], Y_train[samples]
+optim.zero_grad()
+model(X).sparse_categorical_crossentropy(Y).backward()
+optim._step()   # this will step the optimizer without running realize
+
+# *****
+# 3. Create a schedule.
+
+# The weight Tensors have been assigned to, but not yet realized. Everything is still lazy at this point
+# l1.lazydata and l2.lazydata define a computation graph
+
+from tinygrad.engine.schedule import ScheduleItem
+schedule: List[ScheduleItem] = Tensor.schedule(l1, l2)
+
+print(f"The schedule contains {len(schedule)} items.")
+for si in schedule: print(str(si)[:80])
+
+# *****
+# 4. Lower a schedule.
+
+from tinygrad.engine.realize import lower_schedule_item, ExecItem
+lowered: List[ExecItem] = [ExecItem(lower_schedule_item(si).prg, list(si.bufs)) for si in tqdm(schedule)]
+
+# *****
+# 5. Run the schedule
+
+for ei in tqdm(lowered): ei.run()
+
+# *****
+# 6. Print the weight change
+
+print("first weight change\n", l1.numpy()-l1n)
+print("second weight change\n", l2.numpy()-l2n)
--- a/assets/_markdown_exec_ansi.css
+++ b/assets/_markdown_exec_ansi.css
@ -0,0 +1,355 @@
+/*
+  Inspired by https://spec.draculatheme.com/ specification, they should work
+  decently with both dark and light themes.
+  */
+:root {
+    --ansi-red: #ff5555;
+    --ansi-green: #50fa7b;
+    --ansi-blue: #265285;
+    --ansi-yellow: #ffb86c;
+    --ansi-magenta: #bd93f9;
+    --ansi-cyan: #8be9fd;
+    --ansi-black: #282a36;
+    --ansi-white: #f8f8f2;
+}
+
+.-Color-Green,
+.-Color-Faint-Green,
+.-Color-Bold-Green,
+.-Color-BrightGreen {
+    color: var(--ansi-green);
+}
+
+.-Color-Red,
+.-Color-Faint-Red,
+.-Color-Bold-Red,
+.-Color-BrightRed {
+    color: var(--ansi-red);
+}
+
+.-Color-Yellow,
+.-Color-Faint-Yellow,
+.-Color-Bold-Yellow,
+.-Color-BrightYellow {
+    color: var(--ansi-yellow);
+}
+
+.-Color-Blue,
+.-Color-Faint-Blue,
+.-Color-Bold-Blue,
+.-Color-BrightBlue {
+    color: var(--ansi-blue);
+}
+
+.-Color-Magenta,
+.-Color-Faint-Magenta,
+.-Color-Bold-Magenta,
+.-Color-BrightMagenta {
+    color: var(--ansi-magenta);
+}
+
+.-Color-Cyan,
+.-Color-Faint-Cyan,
+.-Color-Bold-Cyan,
+.-Color-BrightCyan {
+    color: var(--ansi-cyan);
+}
+
+.-Color-White,
+.-Color-Faint-White,
+.-Color-Bold-White,
+.-Color-BrightWhite {
+    color: var(--ansi-white);
+}
+
+.-Color-Black,
+.-Color-Faint-Black,
+.-Color-Bold-Black,
+.-Color-BrightBlack {
+    color: var(--ansi-black);
+}
+
+.-Color-Faint {
+    opacity: 0.5;
+}
+
+.-Color-Bold {
+    font-weight: bold;
+}
+
+.-Color-BGBlack,
+.-Color-Black-BGBlack,
+.-Color-Blue-BGBlack,
+.-Color-Bold-BGBlack,
+.-Color-BrightBGBlack,
+.-Color-Bold-Black-BGBlack,
+.-Color-BrightBlack-BGBlack,
+.-Color-Bold-Green-BGBlack,
+.-Color-BrightGreen-BGBlack,
+.-Color-Bold-Cyan-BGBlack,
+.-Color-BrightCyan-BGBlack,
+.-Color-Bold-Blue-BGBlack,
+.-Color-BrightBlue-BGBlack,
+.-Color-Bold-Magenta-BGBlack,
+.-Color-BrightMagenta-BGBlack,
+.-Color-Bold-Red-BGBlack,
+.-Color-BrightRed-BGBlack,
+.-Color-Bold-White-BGBlack,
+.-Color-BrightWhite-BGBlack,
+.-Color-Bold-Yellow-BGBlack,
+.-Color-BrightYellow-BGBlack,
+.-Color-Cyan-BGBlack,
+.-Color-Green-BGBlack,
+.-Color-Magenta-BGBlack,
+.-Color-Red-BGBlack,
+.-Color-White-BGBlack,
+.-Color-Yellow-BGBlack {
+    background-color: var(--ansi-black);
+}
+
+.-Color-BGRed,
+.-Color-Black-BGRed,
+.-Color-Blue-BGRed,
+.-Color-Bold-BGRed,
+.-Color-BrightBGRed,
+.-Color-Bold-Black-BGRed,
+.-Color-BrightBlack-BGRed,
+.-Color-Bold-Green-BGRed,
+.-Color-BrightGreen-BGRed,
+.-Color-Bold-Cyan-BGRed,
+.-Color-BrightCyan-BGRed,
+.-Color-Bold-Blue-BGRed,
+.-Color-BrightBlue-BGRed,
+.-Color-Bold-Magenta-BGRed,
+.-Color-BrightMagenta-BGRed,
+.-Color-Bold-Red-BGRed,
+.-Color-BrightRed-BGRed,
+.-Color-Bold-White-BGRed,
+.-Color-BrightWhite-BGRed,
+.-Color-Bold-Yellow-BGRed,
+.-Color-BrightYellow-BGRed,
+.-Color-Cyan-BGRed,
+.-Color-Green-BGRed,
+.-Color-Magenta-BGRed,
+.-Color-Red-BGRed,
+.-Color-White-BGRed,
+.-Color-Yellow-BGRed {
+    background-color: var(--ansi-red);
+}
+
+.-Color-BGGreen,
+.-Color-Black-BGGreen,
+.-Color-Blue-BGGreen,
+.-Color-Bold-BGGreen,
+.-Color-BrightBGGreen,
+.-Color-Bold-Black-BGGreen,
+.-Color-BrightBlack-BGGreen,
+.-Color-Bold-Green-BGGreen,
+.-Color-BrightGreen-BGGreen,
+.-Color-Bold-Cyan-BGGreen,
+.-Color-BrightCyan-BGGreen,
+.-Color-Bold-Blue-BGGreen,
+.-Color-BrightBlue-BGGreen,
+.-Color-Bold-Magenta-BGGreen,
+.-Color-BrightMagenta-BGGreen,
+.-Color-Bold-Red-BGGreen,
+.-Color-BrightRed-BGGreen,
+.-Color-Bold-White-BGGreen,
+.-Color-BrightWhite-BGGreen,
+.-Color-Bold-Yellow-BGGreen,
+.-Color-BrightYellow-BGGreen,
+.-Color-Cyan-BGGreen,
+.-Color-Green-BGGreen,
+.-Color-Magenta-BGGreen,
+.-Color-Red-BGGreen,
+.-Color-White-BGGreen,
+.-Color-Yellow-BGGreen {
+    background-color: var(--ansi-green);
+}
+
+.-Color-BGYellow,
+.-Color-Black-BGYellow,
+.-Color-Blue-BGYellow,
+.-Color-Bold-BGYellow,
+.-Color-BrightBGYellow,
+.-Color-Bold-Black-BGYellow,
+.-Color-BrightBlack-BGYellow,
+.-Color-Bold-Green-BGYellow,
+.-Color-BrightGreen-BGYellow,
+.-Color-Bold-Cyan-BGYellow,
+.-Color-BrightCyan-BGYellow,
+.-Color-Bold-Blue-BGYellow,
+.-Color-BrightBlue-BGYellow,
+.-Color-Bold-Magenta-BGYellow,
+.-Color-BrightMagenta-BGYellow,
+.-Color-Bold-Red-BGYellow,
+.-Color-BrightRed-BGYellow,
+.-Color-Bold-White-BGYellow,
+.-Color-BrightWhite-BGYellow,
+.-Color-Bold-Yellow-BGYellow,
+.-Color-BrightYellow-BGYellow,
+.-Color-Cyan-BGYellow,
+.-Color-Green-BGYellow,
+.-Color-Magenta-BGYellow,
+.-Color-Red-BGYellow,
+.-Color-White-BGYellow,
+.-Color-Yellow-BGYellow {
+    background-color: var(--ansi-yellow);
+}
+
+.-Color-BGBlue,
+.-Color-Black-BGBlue,
+.-Color-Blue-BGBlue,
+.-Color-Bold-BGBlue,
+.-Color-BrightBGBlue,
+.-Color-Bold-Black-BGBlue,
+.-Color-BrightBlack-BGBlue,
+.-Color-Bold-Green-BGBlue,
+.-Color-BrightGreen-BGBlue,
+.-Color-Bold-Cyan-BGBlue,
+.-Color-BrightCyan-BGBlue,
+.-Color-Bold-Blue-BGBlue,
+.-Color-BrightBlue-BGBlue,
+.-Color-Bold-Magenta-BGBlue,
+.-Color-BrightMagenta-BGBlue,
+.-Color-Bold-Red-BGBlue,
+.-Color-BrightRed-BGBlue,
+.-Color-Bold-White-BGBlue,
+.-Color-BrightWhite-BGBlue,
+.-Color-Bold-Yellow-BGBlue,
+.-Color-BrightYellow-BGBlue,
+.-Color-Cyan-BGBlue,
+.-Color-Green-BGBlue,
+.-Color-Magenta-BGBlue,
+.-Color-Red-BGBlue,
+.-Color-White-BGBlue,
+.-Color-Yellow-BGBlue {
+    background-color: var(--ansi-blue);
+}
+
+.-Color-BGMagenta,
+.-Color-Black-BGMagenta,
+.-Color-Blue-BGMagenta,
+.-Color-Bold-BGMagenta,
+.-Color-BrightBGMagenta,
+.-Color-Bold-Black-BGMagenta,
+.-Color-BrightBlack-BGMagenta,
+.-Color-Bold-Green-BGMagenta,
+.-Color-BrightGreen-BGMagenta,
+.-Color-Bold-Cyan-BGMagenta,
+.-Color-BrightCyan-BGMagenta,
+.-Color-Bold-Blue-BGMagenta,
+.-Color-BrightBlue-BGMagenta,
+.-Color-Bold-Magenta-BGMagenta,
+.-Color-BrightMagenta-BGMagenta,
+.-Color-Bold-Red-BGMagenta,
+.-Color-BrightRed-BGMagenta,
+.-Color-Bold-White-BGMagenta,
+.-Color-BrightWhite-BGMagenta,
+.-Color-Bold-Yellow-BGMagenta,
+.-Color-BrightYellow-BGMagenta,
+.-Color-Cyan-BGMagenta,
+.-Color-Green-BGMagenta,
+.-Color-Magenta-BGMagenta,
+.-Color-Red-BGMagenta,
+.-Color-White-BGMagenta,
+.-Color-Yellow-BGMagenta {
+    background-color: var(--ansi-magenta);
+}
+
+.-Color-BGCyan,
+.-Color-Black-BGCyan,
+.-Color-Blue-BGCyan,
+.-Color-Bold-BGCyan,
+.-Color-BrightBGCyan,
+.-Color-Bold-Black-BGCyan,
+.-Color-BrightBlack-BGCyan,
+.-Color-Bold-Green-BGCyan,
+.-Color-BrightGreen-BGCyan,
+.-Color-Bold-Cyan-BGCyan,
+.-Color-BrightCyan-BGCyan,
+.-Color-Bold-Blue-BGCyan,
+.-Color-BrightBlue-BGCyan,
+.-Color-Bold-Magenta-BGCyan,
+.-Color-BrightMagenta-BGCyan,
+.-Color-Bold-Red-BGCyan,
+.-Color-BrightRed-BGCyan,
+.-Color-Bold-White-BGCyan,
+.-Color-BrightWhite-BGCyan,
+.-Color-Bold-Yellow-BGCyan,
+.-Color-BrightYellow-BGCyan,
+.-Color-Cyan-BGCyan,
+.-Color-Green-BGCyan,
+.-Color-Magenta-BGCyan,
+.-Color-Red-BGCyan,
+.-Color-White-BGCyan,
+.-Color-Yellow-BGCyan {
+    background-color: var(--ansi-cyan);
+}
+
+.-Color-BGWhite,
+.-Color-Black-BGWhite,
+.-Color-Blue-BGWhite,
+.-Color-Bold-BGWhite,
+.-Color-BrightBGWhite,
+.-Color-Bold-Black-BGWhite,
+.-Color-BrightBlack-BGWhite,
+.-Color-Bold-Green-BGWhite,
+.-Color-BrightGreen-BGWhite,
+.-Color-Bold-Cyan-BGWhite,
+.-Color-BrightCyan-BGWhite,
+.-Color-Bold-Blue-BGWhite,
+.-Color-BrightBlue-BGWhite,
+.-Color-Bold-Magenta-BGWhite,
+.-Color-BrightMagenta-BGWhite,
+.-Color-Bold-Red-BGWhite,
+.-Color-BrightRed-BGWhite,
+.-Color-Bold-White-BGWhite,
+.-Color-BrightWhite-BGWhite,
+.-Color-Bold-Yellow-BGWhite,
+.-Color-BrightYellow-BGWhite,
+.-Color-Cyan-BGWhite,
+.-Color-Green-BGWhite,
+.-Color-Magenta-BGWhite,
+.-Color-Red-BGWhite,
+.-Color-White-BGWhite,
+.-Color-Yellow-BGWhite {
+    background-color: var(--ansi-white);
+}
+
+.-Color-Black,
+.-Color-Bold-Black,
+.-Color-BrightBlack,
+.-Color-Black-BGBlack,
+.-Color-Bold-Black-BGBlack,
+.-Color-BrightBlack-BGBlack,
+.-Color-Black-BGGreen,
+.-Color-Red-BGRed,
+.-Color-Bold-Red-BGRed,
+.-Color-BrightRed-BGRed,
+.-Color-Bold-Blue-BGBlue,
+.-Color-BrightBlue-BGBlue,
+.-Color-Blue-BGBlue {
+    text-shadow: 0 0 1px var(--ansi-white);
+}
+
+.-Color-Bold-Cyan-BGCyan,
+.-Color-BrightCyan-BGCyan,
+.-Color-Bold-Magenta-BGMagenta,
+.-Color-BrightMagenta-BGMagenta,
+.-Color-Bold-White,
+.-Color-BrightWhite,
+.-Color-Bold-Yellow-BGYellow,
+.-Color-BrightYellow-BGYellow,
+.-Color-Bold-Green-BGGreen,
+.-Color-BrightGreen-BGGreen,
+.-Color-Cyan-BGCyan,
+.-Color-Cyan-BGGreen,
+.-Color-Green-BGCyan,
+.-Color-Green-BGGreen,
+.-Color-Magenta-BGMagenta,
+.-Color-White,
+.-Color-White-BGWhite,
+.-Color-Yellow-BGYellow {
+    text-shadow: 0 0 1px var(--ansi-black);
+}
--- a/assets/_markdown_exec_pyodide.css
+++ b/assets/_markdown_exec_pyodide.css
@ -0,0 +1,50 @@
+html[data-theme="light"] {
+    @import "https://cdn.jsdelivr.net/npm/highlightjs-themes@1.0.0/tomorrow.css"
+}
+
+html[data-theme="dark"] {
+    @import "https://cdn.jsdelivr.net/npm/highlightjs-themes@1.0.0/tomorrow-night-blue.min.css"
+}
+
+
+.ace_gutter {
+    z-index: 1;
+}
+
+.pyodide-editor {
+    width: 100%;
+    min-height: 200px;
+    max-height: 400px;
+    font-size: .85em;
+}
+
+.pyodide-editor-bar {
+    color: var(--md-primary-bg-color);
+    background-color: var(--md-primary-fg-color);
+    width: 100%;
+    font: monospace;
+    font-size: 0.75em;
+    padding: 2px 0 2px;
+}
+
+.pyodide-bar-item {
+    padding: 0 18px 0;
+    display: inline-block;
+    width: 50%;
+}
+
+.pyodide pre {
+    margin: 0;
+}
+
+.pyodide-output {
+    width: 100%;
+    margin-bottom: -15px;
+    min-height: 46px;
+    max-height: 400px
+}
+
+.pyodide-clickable {
+    cursor: pointer;
+    text-align: right;
+}
--- a/assets/_markdown_exec_pyodide.js
+++ b/assets/_markdown_exec_pyodide.js
@ -0,0 +1,109 @@
+var _sessions = {};
+
+function getSession(name, pyodide) {
+    if (!(name in _sessions)) {
+        _sessions[name] = pyodide.globals.get("dict")();
+    }
+    return _sessions[name];
+}
+
+function writeOutput(element, string) {
+    element.innerHTML += string + '\n';
+}
+
+function clearOutput(element) {
+    element.innerHTML = '';
+}
+
+async function evaluatePython(pyodide, editor, output, session) {
+    pyodide.setStdout({ batched: (string) => { writeOutput(output, string); } });
+    let result, code = editor.getValue();
+    clearOutput(output);
+    try {
+        result = await pyodide.runPythonAsync(code, { globals: getSession(session, pyodide) });
+    } catch (error) {
+        writeOutput(output, error);
+    }
+    if (result) writeOutput(output, result);
+    hljs.highlightElement(output);
+}
+
+async function initPyodide() {
+    try {
+        let pyodide = await loadPyodide();
+        await pyodide.loadPackage("micropip");
+        return pyodide;
+    } catch(error) {
+        return null;
+    }
+}
+
+function getTheme() {
+    return document.body.getAttribute('data-md-color-scheme');
+}
+
+function setTheme(editor, currentTheme, light, dark) {
+    // https://gist.github.com/RyanNutt/cb8d60997d97905f0b2aea6c3b5c8ee0
+    if (currentTheme === "default") {
+        editor.setTheme("ace/theme/" + light);
+        document.querySelector(`link[title="light"]`).removeAttribute("disabled");
+        document.querySelector(`link[title="dark"]`).setAttribute("disabled", "disabled");
+    } else if (currentTheme === "slate") {
+        editor.setTheme("ace/theme/" + dark);
+        document.querySelector(`link[title="dark"]`).removeAttribute("disabled");
+        document.querySelector(`link[title="light"]`).setAttribute("disabled", "disabled");
+    }
+}
+
+function updateTheme(editor, light, dark) {
+    // Create a new MutationObserver instance
+    const observer = new MutationObserver((mutations) => {
+        // Loop through the mutations that occurred
+        mutations.forEach((mutation) => {
+            // Check if the mutation was a change to the data-md-color-scheme attribute
+            if (mutation.attributeName === 'data-md-color-scheme') {
+                // Get the new value of the attribute
+                const newColorScheme = mutation.target.getAttribute('data-md-color-scheme');
+                // Update the editor theme
+                setTheme(editor, newColorScheme, light, dark);
+            }
+        });
+    });
+
+    // Configure the observer to watch for changes to the data-md-color-scheme attribute
+    observer.observe(document.body, {
+        attributes: true,
+        attributeFilter: ['data-md-color-scheme'],
+    });
+}
+
+async function setupPyodide(idPrefix, install = null, themeLight = 'tomorrow', themeDark = 'tomorrow_night', session = null) {
+    const editor = ace.edit(idPrefix + "editor");
+    const run = document.getElementById(idPrefix + "run");
+    const clear = document.getElementById(idPrefix + "clear");
+    const output = document.getElementById(idPrefix + "output");
+
+    updateTheme(editor, themeLight, themeDark);
+
+    editor.session.setMode("ace/mode/python");
+    setTheme(editor, getTheme(), themeLight, themeDark);
+
+    writeOutput(output, "Initializing...");
+    let pyodide = await pyodidePromise;
+    if (install && install.length) {
+        micropip = pyodide.pyimport("micropip");
+        for (const package of install)
+            await micropip.install(package);
+    }
+    clearOutput(output);
+    run.onclick = () => evaluatePython(pyodide, editor, output, session);
+    clear.onclick = () => clearOutput(output);
+    output.parentElement.parentElement.addEventListener("keydown", (event) => {
+        if (event.ctrlKey && event.key.toLowerCase() === 'enter') {
+            event.preventDefault();
+            run.click();
+        }
+    });
+}
+
+var pyodidePromise = initPyodide();
--- a/assets/_mkdocstrings.css
+++ b/assets/_mkdocstrings.css
@ -0,0 +1,143 @@
+
+/* Avoid breaking parameter names, etc. in table cells. */
+.doc-contents td code {
+  word-break: normal !important;
+}
+
+/* No line break before first paragraph of descriptions. */
+.doc-md-description,
+.doc-md-description>p:first-child {
+  display: inline;
+}
+
+/* Max width for docstring sections tables. */
+.doc .md-typeset__table,
+.doc .md-typeset__table table {
+  display: table !important;
+  width: 100%;
+}
+
+.doc .md-typeset__table tr {
+  display: table-row;
+}
+
+/* Defaults in Spacy table style. */
+.doc-param-default {
+  float: right;
+}
+
+/* Parameter headings must be inline, not blocks. */
+.doc-heading-parameter {
+  display: inline;
+}
+
+/* Prefer space on the right, not the left of parameter permalinks. */
+.doc-heading-parameter .headerlink {
+  margin-left: 0 !important;
+  margin-right: 0.2rem;
+}
+
+/* Backward-compatibility: docstring section titles in bold. */
+.doc-section-title {
+  font-weight: bold;
+}
+
+/* Symbols in Navigation and ToC. */
+:root, :host,
+[data-md-color-scheme="default"] {
+  --doc-symbol-parameter-fg-color: #df50af;
+  --doc-symbol-attribute-fg-color: #953800;
+  --doc-symbol-function-fg-color: #8250df;
+  --doc-symbol-method-fg-color: #8250df;
+  --doc-symbol-class-fg-color: #0550ae;
+  --doc-symbol-module-fg-color: #5cad0f;
+
+  --doc-symbol-parameter-bg-color: #df50af1a;
+  --doc-symbol-attribute-bg-color: #9538001a;
+  --doc-symbol-function-bg-color: #8250df1a;
+  --doc-symbol-method-bg-color: #8250df1a;
+  --doc-symbol-class-bg-color: #0550ae1a;
+  --doc-symbol-module-bg-color: #5cad0f1a;
+}
+
+[data-md-color-scheme="slate"] {
+  --doc-symbol-parameter-fg-color: #ffa8cc;
+  --doc-symbol-attribute-fg-color: #ffa657;
+  --doc-symbol-function-fg-color: #d2a8ff;
+  --doc-symbol-method-fg-color: #d2a8ff;
+  --doc-symbol-class-fg-color: #79c0ff;
+  --doc-symbol-module-fg-color: #baff79;
+
+  --doc-symbol-parameter-bg-color: #ffa8cc1a;
+  --doc-symbol-attribute-bg-color: #ffa6571a;
+  --doc-symbol-function-bg-color: #d2a8ff1a;
+  --doc-symbol-method-bg-color: #d2a8ff1a;
+  --doc-symbol-class-bg-color: #79c0ff1a;
+  --doc-symbol-module-bg-color: #baff791a;
+}
+
+code.doc-symbol {
+  border-radius: .1rem;
+  font-size: .85em;
+  padding: 0 .3em;
+  font-weight: bold;
+}
+
+code.doc-symbol-parameter {
+  color: var(--doc-symbol-parameter-fg-color);
+  background-color: var(--doc-symbol-parameter-bg-color);
+}
+
+code.doc-symbol-parameter::after {
+  content: "param";
+}
+
+code.doc-symbol-attribute {
+  color: var(--doc-symbol-attribute-fg-color);
+  background-color: var(--doc-symbol-attribute-bg-color);
+}
+
+code.doc-symbol-attribute::after {
+  content: "attr";
+}
+
+code.doc-symbol-function {
+  color: var(--doc-symbol-function-fg-color);
+  background-color: var(--doc-symbol-function-bg-color);
+}
+
+code.doc-symbol-function::after {
+  content: "func";
+}
+
+code.doc-symbol-method {
+  color: var(--doc-symbol-method-fg-color);
+  background-color: var(--doc-symbol-method-bg-color);
+}
+
+code.doc-symbol-method::after {
+  content: "meth";
+}
+
+code.doc-symbol-class {
+  color: var(--doc-symbol-class-fg-color);
+  background-color: var(--doc-symbol-class-bg-color);
+}
+
+code.doc-symbol-class::after {
+  content: "class";
+}
+
+code.doc-symbol-module {
+  color: var(--doc-symbol-module-fg-color);
+  background-color: var(--doc-symbol-module-bg-color);
+}
+
+code.doc-symbol-module::after {
+  content: "mod";
+}
+
+.doc-signature .autorefs {
+  color: inherit;
+  border-bottom: 1px dotted currentcolor;
+}
--- a/assets/images/favicon.png
+++ b/assets/images/favicon.png
--- a/assets/javascripts/bundle.83f73b43.min.js
+++ b/assets/javascripts/bundle.83f73b43.min.js
--- a/assets/javascripts/bundle.83f73b43.min.js.map
+++ b/assets/javascripts/bundle.83f73b43.min.js.map
--- a/assets/javascripts/lunr/min/lunr.ar.min.js
+++ b/assets/javascripts/lunr/min/lunr.ar.min.js
--- a/assets/javascripts/lunr/min/lunr.da.min.js
+++ b/assets/javascripts/lunr/min/lunr.da.min.js
@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Danish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤﬀ-ﬆＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}d=f.cursor,d<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});
--- a/assets/javascripts/lunr/min/lunr.de.min.js
+++ b/assets/javascripts/lunr/min/lunr.de.min.js
--- a/assets/javascripts/lunr/min/lunr.du.min.js
+++ b/assets/javascripts/lunr/min/lunr.du.min.js
--- a/assets/javascripts/lunr/min/lunr.el.min.js
+++ b/assets/javascripts/lunr/min/lunr.el.min.js
--- a/assets/javascripts/lunr/min/lunr.es.min.js
+++ b/assets/javascripts/lunr/min/lunr.es.min.js
--- a/assets/javascripts/lunr/min/lunr.fi.min.js
+++ b/assets/javascripts/lunr/min/lunr.fi.min.js
--- a/assets/javascripts/lunr/min/lunr.fr.min.js
+++ b/assets/javascripts/lunr/min/lunr.fr.min.js
--- a/assets/javascripts/lunr/min/lunr.he.min.js
+++ b/assets/javascripts/lunr/min/lunr.he.min.js
--- a/assets/javascripts/lunr/min/lunr.hi.min.js
+++ b/assets/javascripts/lunr/min/lunr.hi.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
--- a/assets/javascripts/lunr/min/lunr.hu.min.js
+++ b/assets/javascripts/lunr/min/lunr.hu.min.js
--- a/assets/javascripts/lunr/min/lunr.hy.min.js
+++ b/assets/javascripts/lunr/min/lunr.hy.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hy=function(){this.pipeline.reset(),this.pipeline.add(e.hy.trimmer,e.hy.stopWordFilter)},e.hy.wordCharacters="[A-Za-z԰-֏ﬀ-ﭏ]",e.hy.trimmer=e.trimmerSupport.generateTrimmer(e.hy.wordCharacters),e.Pipeline.registerFunction(e.hy.trimmer,"trimmer-hy"),e.hy.stopWordFilter=e.generateStopWordFilter("դու և եք էիր էիք հետո նաև նրանք որը վրա է որ պիտի են այս մեջ ն իր ու ի այդ որոնք այն կամ էր մի ես համար այլ իսկ էին ենք հետ ին թ էինք մենք նրա նա դուք եմ էի ըստ որպես ում".split(" ")),e.Pipeline.registerFunction(e.hy.stopWordFilter,"stopWordFilter-hy"),e.hy.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.hy.stemmer,"stemmer-hy")}});
--- a/assets/javascripts/lunr/min/lunr.it.min.js
+++ b/assets/javascripts/lunr/min/lunr.it.min.js
--- a/assets/javascripts/lunr/min/lunr.ja.min.js
+++ b/assets/javascripts/lunr/min/lunr.ja.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
--- a/assets/javascripts/lunr/min/lunr.jp.min.js
+++ b/assets/javascripts/lunr/min/lunr.jp.min.js
@ -0,0 +1 @@
+module.exports=require("./lunr.ja");
--- a/assets/javascripts/lunr/min/lunr.kn.min.js
+++ b/assets/javascripts/lunr/min/lunr.kn.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.kn=function(){this.pipeline.reset(),this.pipeline.add(e.kn.trimmer,e.kn.stopWordFilter,e.kn.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.kn.stemmer))},e.kn.wordCharacters="ಀ-಄ಅ-ಔಕ-ಹಾ-ೌ಼-ಽೕ-ೖೝ-ೞೠ-ೡೢ-ೣ೤೥೦-೯ೱ-ೳ",e.kn.trimmer=e.trimmerSupport.generateTrimmer(e.kn.wordCharacters),e.Pipeline.registerFunction(e.kn.trimmer,"trimmer-kn"),e.kn.stopWordFilter=e.generateStopWordFilter("ಮತ್ತು ಈ ಒಂದು ರಲ್ಲಿ ಹಾಗೂ ಎಂದು ಅಥವಾ ಇದು ರ ಅವರು ಎಂಬ ಮೇಲೆ ಅವರ ತನ್ನ ಆದರೆ ತಮ್ಮ ನಂತರ ಮೂಲಕ ಹೆಚ್ಚು ನ ಆ ಕೆಲವು ಅನೇಕ ಎರಡು ಹಾಗು ಪ್ರಮುಖ ಇದನ್ನು ಇದರ ಸುಮಾರು ಅದರ ಅದು ಮೊದಲ ಬಗ್ಗೆ ನಲ್ಲಿ ರಂದು ಇತರ ಅತ್ಯಂತ ಹೆಚ್ಚಿನ ಸಹ ಸಾಮಾನ್ಯವಾಗಿ ನೇ ಹಲವಾರು ಹೊಸ ದಿ ಕಡಿಮೆ ಯಾವುದೇ ಹೊಂದಿದೆ ದೊಡ್ಡ ಅನ್ನು ಇವರು ಪ್ರಕಾರ ಇದೆ ಮಾತ್ರ ಕೂಡ ಇಲ್ಲಿ ಎಲ್ಲಾ ವಿವಿಧ ಅದನ್ನು ಹಲವು ರಿಂದ ಕೇವಲ ದ ದಕ್ಷಿಣ ಗೆ ಅವನ ಅತಿ ನೆಯ ಬಹಳ ಕೆಲಸ ಎಲ್ಲ ಪ್ರತಿ ಇತ್ಯಾದಿ ಇವು ಬೇರೆ ಹೀಗೆ ನಡುವೆ ಇದಕ್ಕೆ ಎಸ್ ಇವರ ಮೊದಲು ಶ್ರೀ ಮಾಡುವ ಇದರಲ್ಲಿ ರೀತಿಯ ಮಾಡಿದ ಕಾಲ ಅಲ್ಲಿ ಮಾಡಲು ಅದೇ ಈಗ ಅವು ಗಳು ಎ ಎಂಬುದು ಅವನು ಅಂದರೆ ಅವರಿಗೆ ಇರುವ ವಿಶೇಷ ಮುಂದೆ ಅವುಗಳ ಮುಂತಾದ ಮೂಲ ಬಿ ಮೀ ಒಂದೇ ಇನ್ನೂ ಹೆಚ್ಚಾಗಿ ಮಾಡಿ ಅವರನ್ನು ಇದೇ ಯ ರೀತಿಯಲ್ಲಿ ಜೊತೆ ಅದರಲ್ಲಿ ಮಾಡಿದರು ನಡೆದ ಆಗ ಮತ್ತೆ ಪೂರ್ವ ಆತ ಬಂದ ಯಾವ ಒಟ್ಟು ಇತರೆ ಹಿಂದೆ ಪ್ರಮಾಣದ ಗಳನ್ನು ಕುರಿತು ಯು ಆದ್ದರಿಂದ ಅಲ್ಲದೆ ನಗರದ ಮೇಲಿನ ಏಕೆಂದರೆ ರಷ್ಟು ಎಂಬುದನ್ನು ಬಾರಿ ಎಂದರೆ ಹಿಂದಿನ ಆದರೂ ಆದ ಸಂಬಂಧಿಸಿದ ಮತ್ತೊಂದು ಸಿ ಆತನ ".split(" ")),e.kn.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.kn.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var n=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(n).split("|")},e.Pipeline.registerFunction(e.kn.stemmer,"stemmer-kn"),e.Pipeline.registerFunction(e.kn.stopWordFilter,"stopWordFilter-kn")}});
--- a/assets/javascripts/lunr/min/lunr.ko.min.js
+++ b/assets/javascripts/lunr/min/lunr.ko.min.js
--- a/assets/javascripts/lunr/min/lunr.multi.min.js
+++ b/assets/javascripts/lunr/min/lunr.multi.min.js
@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
--- a/assets/javascripts/lunr/min/lunr.nl.min.js
+++ b/assets/javascripts/lunr/min/lunr.nl.min.js
--- a/assets/javascripts/lunr/min/lunr.no.min.js
+++ b/assets/javascripts/lunr/min/lunr.no.min.js
@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Norwegian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤﬀ-ﬆＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}a=w.cursor,a<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(l,11),e?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});
--- a/assets/javascripts/lunr/min/lunr.pt.min.js
+++ b/assets/javascripts/lunr/min/lunr.pt.min.js
--- a/assets/javascripts/lunr/min/lunr.ro.min.js
+++ b/assets/javascripts/lunr/min/lunr.ro.min.js
--- a/assets/javascripts/lunr/min/lunr.ru.min.js
+++ b/assets/javascripts/lunr/min/lunr.ru.min.js
--- a/assets/javascripts/lunr/min/lunr.sa.min.js
+++ b/assets/javascripts/lunr/min/lunr.sa.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sa=function(){this.pipeline.reset(),this.pipeline.add(e.sa.trimmer,e.sa.stopWordFilter,e.sa.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sa.stemmer))},e.sa.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿ꣠-꣱ꣲ-ꣷ꣸-ꣻ꣼-ꣽꣾ-ꣿᆰ0-ᆰ9",e.sa.trimmer=e.trimmerSupport.generateTrimmer(e.sa.wordCharacters),e.Pipeline.registerFunction(e.sa.trimmer,"trimmer-sa"),e.sa.stopWordFilter=e.generateStopWordFilter('तथा अयम्‌ एकम्‌ इत्यस्मिन्‌ तथा तत्‌ वा अयम्‌ इत्यस्य ते आहूत उपरि तेषाम्‌  किन्तु तेषाम्‌ तदा इत्यनेन अधिकः इत्यस्य तत्‌ केचन बहवः द्वि तथा महत्वपूर्णः अयम्‌ अस्य  विषये अयं अस्ति तत्‌ प्रथमः विषये इत्युपरि इत्युपरि इतर अधिकतमः अधिकः अपि सामान्यतया ठ इतरेतर नूतनम्‌ द  न्यूनम्‌ कश्चित्‌ वा विशालः द  सः अस्ति तदनुसारम् तत्र अस्ति केवलम्‌ अपि अत्र सर्वे विविधाः तत्‌ बहवः यतः इदानीम्‌ द  दक्षिण इत्यस्मै तस्य उपरि नथ अतीव कार्यम्‌ सर्वे एकैकम्‌ इत्यादि। एते सन्ति  उत इत्थम्‌ मध्ये एतदर्थं . स कस्य प्रथमः श्री. करोति अस्मिन् प्रकारः निर्मिता कालः तत्र कर्तुं  समान अधुना ते सन्ति स एकः अस्ति सः अर्थात् तेषां कृते . स्थितम्  विशेषः अग्रिम तेषाम्‌ समान स्रोतः ख म समान इदानीमपि अधिकतया करोतु ते समान इत्यस्य वीथी सह यस्मिन्  कृतवान्‌ धृतः तदा पुनः पूर्वं सः आगतः किम्‌ कुल इतर पुरा  मात्रा स विषये उ अतएव अपि नगरस्य  उपरि यतः प्रतिशतं  कतरः कालः साधनानि भूत तथापि जात सम्बन्धि अन्यत्‌ ग अतः अस्माकं स्वकीयाः अस्माकं इदानीं अन्तः इत्यादयः भवन्तः इत्यादयः एते एताः तस्य अस्य इदम् एते तेषां तेषां तेषां तान् तेषां तेषां तेषां समानः सः एकः च तादृशाः बहवः अन्ये च वदन्ति यत् कियत् कस्मै  कस्मै  यस्मै  यस्मै  यस्मै  यस्मै न अतिनीचः किन्तु प्रथमं सम्पूर्णतया  ततः चिरकालानन्तरं पुस्तकं सम्पूर्णतया अन्तः  किन्तु अत्र वा इह इव श्रद्धाय अवशिष्यते  परन्तु अन्ये वर्गाः सन्ति ते सन्ति शक्नुवन्ति सर्वे मिलित्वा सर्वे एकत्र"'.split(" ")),e.sa.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.sa.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var i=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(i).split("|")},e.Pipeline.registerFunction(e.sa.stemmer,"stemmer-sa"),e.Pipeline.registerFunction(e.sa.stopWordFilter,"stopWordFilter-sa")}});
--- a/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
+++ b/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
@ -0,0 +1 @@
+!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
--- a/assets/javascripts/lunr/min/lunr.sv.min.js
+++ b/assets/javascripts/lunr/min/lunr.sv.min.js
@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Swedish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤﬀ-ﬆＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
--- a/assets/javascripts/lunr/min/lunr.ta.min.js
+++ b/assets/javascripts/lunr/min/lunr.ta.min.js
@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="஀-உஊ-ஏஐ-ஙச-ட஠-னப-யர-ஹ஺-ிீ-௉ொ-௏ௐ-௙௚-௟௠-௩௪-௯௰-௹௺-௿a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}});
--- a/assets/javascripts/lunr/min/lunr.te.min.js
+++ b/assets/javascripts/lunr/min/lunr.te.min.js
@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.te=function(){this.pipeline.reset(),this.pipeline.add(e.te.trimmer,e.te.stopWordFilter,e.te.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.te.stemmer))},e.te.wordCharacters="ఀ-ఄఅ-ఔక-హా-ౌౕ-ౖౘ-ౚౠ-ౡౢ-ౣ౦-౯౸-౿఼ఽ్ౝ౷౤౥",e.te.trimmer=e.trimmerSupport.generateTrimmer(e.te.wordCharacters),e.Pipeline.registerFunction(e.te.trimmer,"trimmer-te"),e.te.stopWordFilter=e.generateStopWordFilter("అందరూ అందుబాటులో అడగండి అడగడం అడ్డంగా అనుగుణంగా అనుమతించు అనుమతిస్తుంది అయితే ఇప్పటికే ఉన్నారు ఎక్కడైనా ఎప్పుడు ఎవరైనా ఎవరో ఏ ఏదైనా ఏమైనప్పటికి ఒక ఒకరు కనిపిస్తాయి కాదు కూడా గా గురించి చుట్టూ చేయగలిగింది తగిన తర్వాత దాదాపు దూరంగా నిజంగా పై ప్రకారం ప్రక్కన మధ్య మరియు మరొక మళ్ళీ మాత్రమే మెచ్చుకో వద్ద వెంట వేరుగా వ్యతిరేకంగా సంబంధం".split(" ")),e.te.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.te.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.te.stemmer,"stemmer-te"),e.Pipeline.registerFunction(e.te.stopWordFilter,"stopWordFilter-te")}});
--- a/assets/javascripts/lunr/min/lunr.th.min.js
+++ b/assets/javascripts/lunr/min/lunr.th.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}});
--- a/assets/javascripts/lunr/min/lunr.tr.min.js
+++ b/assets/javascripts/lunr/min/lunr.tr.min.js
--- a/assets/javascripts/lunr/min/lunr.vi.min.js
+++ b/assets/javascripts/lunr/min/lunr.vi.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});
--- a/assets/javascripts/lunr/min/lunr.zh.min.js
+++ b/assets/javascripts/lunr/min/lunr.zh.min.js
@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r(require("@node-rs/jieba")):r()(e.lunr)}(this,function(e){return function(r,t){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var i="2"==r.version[0];r.zh=function(){this.pipeline.reset(),this.pipeline.add(r.zh.trimmer,r.zh.stopWordFilter,r.zh.stemmer),i?this.tokenizer=r.zh.tokenizer:(r.tokenizer&&(r.tokenizer=r.zh.tokenizer),this.tokenizerFn&&(this.tokenizerFn=r.zh.tokenizer))},r.zh.tokenizer=function(n){if(!arguments.length||null==n||void 0==n)return[];if(Array.isArray(n))return n.map(function(e){return i?new r.Token(e.toLowerCase()):e.toLowerCase()});t&&e.load(t);var o=n.toString().trim().toLowerCase(),s=[];e.cut(o,!0).forEach(function(e){s=s.concat(e.split(" "))}),s=s.filter(function(e){return!!e});var u=0;return s.map(function(e,t){if(i){var n=o.indexOf(e,u),s={};return s.position=[n,e.length],s.index=t,u=n,new r.Token(e,s)}return e})},r.zh.wordCharacters="\\w一-龥",r.zh.trimmer=r.trimmerSupport.generateTrimmer(r.zh.wordCharacters),r.Pipeline.registerFunction(r.zh.trimmer,"trimmer-zh"),r.zh.stemmer=function(){return function(e){return e}}(),r.Pipeline.registerFunction(r.zh.stemmer,"stemmer-zh"),r.zh.stopWordFilter=r.generateStopWordFilter("的 一 不 在 人 有 是 为 為 以 于 於 上 他 而 后 後 之 来 來 及 了 因 下 可 到 由 这 這 与 與 也 此 但 并 並 个 個 其 已 无 無 小 我 们 們 起 最 再 今 去 好 只 又 或 很 亦 某 把 那 你 乃 它 吧 被 比 别 趁 当 當 从 從 得 打 凡 儿 兒 尔 爾 该 該 各 给 給 跟 和 何 还 還 即 几 幾 既 看 据 據 距 靠 啦 另 么 麽 每 嘛 拿 哪 您 凭 憑 且 却 卻 让 讓 仍 啥 如 若 使 谁 誰 虽 雖 随 隨 同 所 她 哇 嗡 往 些 向 沿 哟 喲 用 咱 则 則 怎 曾 至 致 着 著 诸 諸 自".split(" ")),r.Pipeline.registerFunction(r.zh.stopWordFilter,"stopWordFilter-zh")}});
--- a/assets/javascripts/lunr/tinyseg.js
+++ b/assets/javascripts/lunr/tinyseg.js
@ -0,0 +1,206 @@
+/**
+ * export the module via AMD, CommonJS or as a browser global
+ * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
+ */
+;(function (root, factory) {
+    if (typeof define === 'function' && define.amd) {
+        // AMD. Register as an anonymous module.
+        define(factory)
+    } else if (typeof exports === 'object') {
+        /**
+         * Node. Does not work with strict CommonJS, but
+         * only CommonJS-like environments that support module.exports,
+         * like Node.
+         */
+        module.exports = factory()
+    } else {
+        // Browser globals (root is window)
+        factory()(root.lunr);
+    }
+}(this, function () {
+    /**
+     * Just return a value to define the module export.
+     * This example returns an object, but the module
+     * can return a function as the exported value.
+     */
+
+    return function(lunr) {
+        // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript
+        // (c) 2008 Taku Kudo <taku@chasen.org>
+        // TinySegmenter is freely distributable under the terms of a new BSD licence.
+        // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt
+
+        function TinySegmenter() {
+          var patterns = {
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+            "[一-龠々〆ヵヶ]":"H",
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+            "[ァ-ヴーｱ-ﾝﾞｰ]":"K",
+            "[a-zA-Zａ-ｚＡ-Ｚ]":"A",
+            "[0-9０-９]":"N"
+          }
+          this.chartype_ = [];
+          for (var i in patterns) {
+            var regexp = new RegExp(i);
+            this.chartype_.push([regexp, patterns[i]]);
+          }
+
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+          this.UW5__ = {",":465,".":-299,"1":-514,"E2":-32768,"]":-2762,"、":465,"。":-299,"「":363,"あ":1655,"い":331,"う":-503,"え":1199,"お":527,"か":647,"が":-421,"き":1624,"ぎ":1971,"く":312,"げ":-983,"さ":-1537,"し":-1371,"す":-852,"だ":-1186,"ち":1093,"っ":52,"つ":921,"て":-18,"で":-850,"と":-127,"ど":1682,"な":-787,"に":-1224,"の":-635,"は":-578,"べ":1001,"み":502,"め":865,"ゃ":3350,"ょ":854,"り":-208,"る":429,"れ":504,"わ":419,"を":-1264,"ん":327,"イ":241,"ル":451,"ン":-343,"中":-871,"京":722,"会":-1153,"党":-654,"務":3519,"区":-901,"告":848,"員":2104,"大":-1296,"学":-548,"定":1785,"嵐":-1304,"市":-2991,"席":921,"年":1763,"思":872,"所":-814,"挙":1618,"新":-1682,"日":218,"月":-4353,"査":932,"格":1356,"機":-1508,"氏":-1347,"田":240,"町":-3912,"的":-3149,"相":1319,"省":-1052,"県":-4003,"研":-997,"社":-278,"空":-813,"統":1955,"者":-2233,"表":663,"語":-1073,"議":1219,"選":-1018,"郎":-368,"長":786,"間":1191,"題":2368,"館":-689,"１":-514,"Ｅ２":-32768,"｢":363,"ｲ":241,"ﾙ":451,"ﾝ":-343};
+          this.UW6__ = {",":227,".":808,"1":-270,"E1":306,"、":227,"。":808,"あ":-307,"う":189,"か":241,"が":-73,"く":-121,"こ":-200,"じ":1782,"す":383,"た":-428,"っ":573,"て":-1014,"で":101,"と":-105,"な":-253,"に":-149,"の":-417,"は":-236,"も":-206,"り":187,"る":-135,"を":195,"ル":-673,"ン":-496,"一":-277,"中":201,"件":-800,"会":624,"前":302,"区":1792,"員":-1212,"委":798,"学":-960,"市":887,"広":-695,"後":535,"業":-697,"相":753,"社":-507,"福":974,"空":-822,"者":1811,"連":463,"郎":1082,"１":-270,"Ｅ１":306,"ﾙ":-673,"ﾝ":-496};
+          
+          return this;
+        }
+        TinySegmenter.prototype.ctype_ = function(str) {
+          for (var i in this.chartype_) {
+            if (str.match(this.chartype_[i][0])) {
+              return this.chartype_[i][1];
+            }
+          }
+          return "O";
+        }
+
+        TinySegmenter.prototype.ts_ = function(v) {
+          if (v) { return v; }
+          return 0;
+        }
+
+        TinySegmenter.prototype.segment = function(input) {
+          if (input == null || input == undefined || input == "") {
+            return [];
+          }
+          var result = [];
+          var seg = ["B3","B2","B1"];
+          var ctype = ["O","O","O"];
+          var o = input.split("");
+          for (i = 0; i < o.length; ++i) {
+            seg.push(o[i]);
+            ctype.push(this.ctype_(o[i]))
+          }
+          seg.push("E1");
+          seg.push("E2");
+          seg.push("E3");
+          ctype.push("O");
+          ctype.push("O");
+          ctype.push("O");
+          var word = seg[3];
+          var p1 = "U";
+          var p2 = "U";
+          var p3 = "U";
+          for (var i = 4; i < seg.length - 3; ++i) {
+            var score = this.BIAS__;
+            var w1 = seg[i-3];
+            var w2 = seg[i-2];
+            var w3 = seg[i-1];
+            var w4 = seg[i];
+            var w5 = seg[i+1];
+            var w6 = seg[i+2];
+            var c1 = ctype[i-3];
+            var c2 = ctype[i-2];
+            var c3 = ctype[i-1];
+            var c4 = ctype[i];
+            var c5 = ctype[i+1];
+            var c6 = ctype[i+2];
+            score += this.ts_(this.UP1__[p1]);
+            score += this.ts_(this.UP2__[p2]);
+            score += this.ts_(this.UP3__[p3]);
+            score += this.ts_(this.BP1__[p1 + p2]);
+            score += this.ts_(this.BP2__[p2 + p3]);
+            score += this.ts_(this.UW1__[w1]);
+            score += this.ts_(this.UW2__[w2]);
+            score += this.ts_(this.UW3__[w3]);
+            score += this.ts_(this.UW4__[w4]);
+            score += this.ts_(this.UW5__[w5]);
+            score += this.ts_(this.UW6__[w6]);
+            score += this.ts_(this.BW1__[w2 + w3]);
+            score += this.ts_(this.BW2__[w3 + w4]);
+            score += this.ts_(this.BW3__[w4 + w5]);
+            score += this.ts_(this.TW1__[w1 + w2 + w3]);
+            score += this.ts_(this.TW2__[w2 + w3 + w4]);
+            score += this.ts_(this.TW3__[w3 + w4 + w5]);
+            score += this.ts_(this.TW4__[w4 + w5 + w6]);
+            score += this.ts_(this.UC1__[c1]);
+            score += this.ts_(this.UC2__[c2]);
+            score += this.ts_(this.UC3__[c3]);
+            score += this.ts_(this.UC4__[c4]);
+            score += this.ts_(this.UC5__[c5]);
+            score += this.ts_(this.UC6__[c6]);
+            score += this.ts_(this.BC1__[c2 + c3]);
+            score += this.ts_(this.BC2__[c3 + c4]);
+            score += this.ts_(this.BC3__[c4 + c5]);
+            score += this.ts_(this.TC1__[c1 + c2 + c3]);
+            score += this.ts_(this.TC2__[c2 + c3 + c4]);
+            score += this.ts_(this.TC3__[c3 + c4 + c5]);
+            score += this.ts_(this.TC4__[c4 + c5 + c6]);
+        //  score += this.ts_(this.TC5__[c4 + c5 + c6]);    
+            score += this.ts_(this.UQ1__[p1 + c1]);
+            score += this.ts_(this.UQ2__[p2 + c2]);
+            score += this.ts_(this.UQ3__[p3 + c3]);
+            score += this.ts_(this.BQ1__[p2 + c2 + c3]);
+            score += this.ts_(this.BQ2__[p2 + c3 + c4]);
+            score += this.ts_(this.BQ3__[p3 + c2 + c3]);
+            score += this.ts_(this.BQ4__[p3 + c3 + c4]);
+            score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]);
+            score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]);
+            var p = "O";
+            if (score > 0) {
+              result.push(word);
+              word = "";
+              p = "B";
+            }
+            p1 = p2;
+            p2 = p3;
+            p3 = p;
+            word += seg[i];
+          }
+          result.push(word);
+
+          return result;
+        }
+
+        lunr.TinySegmenter = TinySegmenter;
+    };
+
+}));
--- a/assets/javascripts/lunr/wordcut.js
+++ b/assets/javascripts/lunr/wordcut.js
--- a/assets/javascripts/workers/search.6ce7567c.min.js
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+++ b/assets/stylesheets/main.0253249f.min.css
--- a/assets/stylesheets/main.0253249f.min.css.map
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+++ b/assets/stylesheets/palette.06af60db.min.css
--- a/assets/stylesheets/palette.06af60db.min.css.map
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--- a/developer/developer/index.html
+++ b/developer/developer/index.html
--- a/developer/function/index.html
+++ b/developer/function/index.html
--- a/developer/hcq/index.html
+++ b/developer/hcq/index.html
--- a/developer/runtime/index.html
+++ b/developer/runtime/index.html
--- a/developer/uop/index.html
+++ b/developer/uop/index.html
--- a/dtypes/index.html
+++ b/dtypes/index.html
--- a/env_vars/index.html
+++ b/env_vars/index.html
--- a/favicon.svg
+++ b/favicon.svg
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+      fill: #000;
+    }
+  }
+  </style>
+</svg>
--- a/index.html
+++ b/index.html
--- a/logo_tiny_dark.svg
+++ b/logo_tiny_dark.svg
@ -0,0 +1,11 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="-10 -10 150 70" shape-rendering="crispEdges" fill="#fff">
+  <!-- t -->
+  <polygon points="10,40 10,20 0,20 0,10 10,10 10,0 20,0 20,10 30,10 30,20 20,20 20,30 30,30 30,40" />
+  <!-- i -->
+  <polygon points="40,40 40,20 50,20 50,40" />
+  <polygon points="40,10 40,0 50,0 50,10" />
+  <!-- n -->
+  <polygon points="60,40 60,10 80,10 80,40 90,40 90,20 70,20 70,40" />
+  <!-- y -->
+  <polygon points="100,50 100,40 130,40 130,10 120,10 120,20 110,20 110,10 100,10 100,30 120,30 120,50" />
+</svg>
--- a/logo_tiny_light.svg
+++ b/logo_tiny_light.svg
@ -0,0 +1,11 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="-10 -10 150 70" shape-rendering="crispEdges">
+  <!-- t -->
+  <polygon points="10,40 10,20 0,20 0,10 10,10 10,0 20,0 20,10 30,10 30,20 20,20 20,30 30,30 30,40" />
+  <!-- i -->
+  <polygon points="40,40 40,20 50,20 50,40" />
+  <polygon points="40,10 40,0 50,0 50,10" />
+  <!-- n -->
+  <polygon points="60,40 60,10 80,10 80,40 90,40 90,20 70,20 70,40" />
+  <!-- y -->
+  <polygon points="100,50 100,40 130,40 130,10 120,10 120,20 110,20 110,10 100,10 100,30 120,30 120,50" />
+</svg>
--- a/mnist/index.html
+++ b/mnist/index.html
--- a/nn/index.html
+++ b/nn/index.html
--- a/objects.inv
+++ b/objects.inv
--- a/quickstart/index.html
+++ b/quickstart/index.html
--- a/runtime/index.html
+++ b/runtime/index.html
--- a/search/search_index.json
+++ b/search/search_index.json
--- a/showcase/index.html
+++ b/showcase/index.html
--- a/showcase/mnist_by_tinygrad.jpg
+++ b/showcase/mnist_by_tinygrad.jpg
--- a/showcase/stable_diffusion_by_tinygrad.jpg
+++ b/showcase/stable_diffusion_by_tinygrad.jpg
--- a/showcase/yolo_by_tinygrad.jpg
+++ b/showcase/yolo_by_tinygrad.jpg
--- a/showcase/yolov8_showcase_image.png
+++ b/showcase/yolov8_showcase_image.png
--- a/sitemap.xml
+++ b/sitemap.xml
@ -0,0 +1,83 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
+    <url>
+         <loc>https://docs.tinygrad.org/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/dtypes/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/env_vars/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/mnist/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/nn/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/quickstart/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/runtime/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/showcase/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tinybox/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/developer/developer/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/developer/function/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/developer/hcq/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/developer/runtime/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/developer/uop/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/creation/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/elementwise/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/movement/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/ops/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+    <url>
+         <loc>https://docs.tinygrad.org/tensor/properties/</loc>
+         <lastmod>2024-11-11</lastmod>
+    </url>
+</urlset>
--- a/sitemap.xml.gz
+++ b/sitemap.xml.gz
--- a/tensor/creation/index.html
+++ b/tensor/creation/index.html
--- a/tensor/elementwise/index.html
+++ b/tensor/elementwise/index.html
--- a/tensor/index.html
+++ b/tensor/index.html
--- a/tensor/movement/index.html
+++ b/tensor/movement/index.html
--- a/tensor/ops/index.html
+++ b/tensor/ops/index.html
--- a/tensor/properties/index.html
+++ b/tensor/properties/index.html
--- a/tinybox/index.html
+++ b/tinybox/index.html
--- a/tinygrad_intro.pdf
+++ b/tinygrad_intro.pdf
@ -0,0 +1,319 @@
+tinygrad: from MNIST to ALUs
+        What is tinygrad?
+
+● A neural network framework
+● Pure Python (seriously)
+● Very small (<8000 lines)
+● Yet fully functional
+The tinygrad stack
+
+tinygrad            assembler
+ kernel
+
+Almost no dependencies => it’s easy to port new accelerators
+         Why a new framework?
+
+● To commoditize the petaflop
+● The graveyard of AI chip
+
+  companies is big.
+● To be successful with your
+
+  chip, you must be able to
+  create your own stack
+A torch-like frontend
+
+                                     ● No `nn.Module` class
+                                     ● No `forward`
+                                     ● No classes for
+
+                                        stateless operations
+                                     ● Many Tensor methods
+
+     docs.tinygrad.org
+         tinygrad is lazy
+
+● Eager – operations happen when they run
+   (PyTorch)
+
+● Graph – operations happen after the graph
+   is compiled (TensorFlow, torch.compile)
+
+● Lazy – implicit graph, the simplicity of
+   eager with the power of graph
+The LazyBuffer graph
+
+    (16, 3, 3, 3)                                                (16, 3, 64, 64)               ● LoadOps.CUSTOM is
+LoadOps.CUSTOM                                                LoadOps.CUSTOM                      Tensor.rand
+
+         K:2                                                           K:1                     ● Green is a “view”
+                                                                                               ● A conv is two views,
+(16, 1, 16, 62, 62, 3, 3, 3)                                   (16, 1, 16, 62, 62, 3, 3, 3)
+  (0, 0, 27, 0, 0, 9, 3, 1)                                 (12288, 0, 0, 64, 1, 4096, 64, 1)     a MUL, and a SUM
+                                                                                               ● We copy back to the
+                              (16, 1, 16, 62, 62, 3, 3, 3)
+                                   BinaryOps.MUL                                                  CPU (aka CLANG)
+
+                              {(16, 1, 16, 62, 62, 3, 3, 3)}
+                               (16, 1, 16, 62, 62, 1, 1, 1)
+
+                                     ReduceOps.SUM
+                                             K:3
+
+                               (16, 1, 16, 62, 62, 1, 1, 1)
+                                     LoadOps.COPY
+                                          CLANG
+                                             K:4
+ The code (conv2d)
+
+An OpenCL kernel implementing a 3x3 conv
+                                                                        The UOps (conv2d)
+
+                                                                                CONST 27            ALU BinaryOps.MUL     ALU BinaryOps.ADD
+                                                                                 dtypes.int                dtypes.int            dtypes.int
+
+                                                                                 CONST 9            ALU BinaryOps.MUL                        ALU BinaryOps.ADD
+                                                                                 dtypes.int                dtypes.int                               dtypes.int
+
+SPECIAL (2, 'gidx0', 256)    ALU BinaryOps.DIV              CONST 3           RANGE (2, 0)          ALU BinaryOps.MUL                                           DEFINE_GLOBAL (2, False)      LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD   DEFINE_GLOBAL (0, True)
+          dtypes.int                dtypes.int              dtypes.int           dtypes.int                dtypes.int                                                    ptr.dtypes.float  dtypes.float        dtypes.float        dtypes.float           ptr.dtypes.float
+
+         CONST 16                 CONST 3844                CONST 0           RANGE (2, 1)        DEFINE_ACC (0.0, 0, 0)                                            ALU BinaryOps.ADD         LOAD                                                               PHI
+          dtypes.int                dtypes.int              dtypes.int           dtypes.int               dtypes.float                                                      dtypes.int     dtypes.float                                                     dtypes.float
+
+                                 CONST 12288         ALU BinaryOps.MUL        RANGE (2, 2)          ALU BinaryOps.MUL                                           DEFINE_GLOBAL (1, False)                                                                                    STORE
+                                    dtypes.int              dtypes.int           dtypes.int                dtypes.int                                                    ptr.dtypes.float                                                                                    None
+
+                                   CONST 64          ALU BinaryOps.MUL         CONST 4096           ALU BinaryOps.MUL     ALU BinaryOps.ADD  ALU BinaryOps.ADD      ALU BinaryOps.ADD
+                                    dtypes.int              dtypes.int           dtypes.int                dtypes.int            dtypes.int         dtypes.int              dtypes.int
+
+                            ALU BinaryOps.MOD        ALU BinaryOps.MUL    ALU BinaryOps.ADD         ALU BinaryOps.ADD     ALU BinaryOps.ADD
+                                    dtypes.int              dtypes.int           dtypes.int                dtypes.int            dtypes.int
+
+                                 CONST 61504         ALU BinaryOps.MUL  SPECIAL (0, 'gidx2', 62)    ALU BinaryOps.ADD
+                                    dtypes.int              dtypes.int           dtypes.int                dtypes.int
+
+                           SPECIAL (1, 'gidx1', 62)  ALU BinaryOps.MUL    ALU BinaryOps.ADD
+                                    dtypes.int              dtypes.int           dtypes.int
+
+                                   CONST 62
+                                    dtypes.int
+                  Slow?
+
+● Problem: Tons of ops are spent on
+   indexing
+
+● Solution: compute multiple outputs (a
+   chunk) in the kernel
+
+● Question: what size chunk is optimal?
+● Answer: search the possible kernels!
+BEAM search
+The Optimized UOps (conv2d)
+
+                                CONST 12288         ALU BinaryOps.MUL                                                                 DEFINE_ACC (0.0, 0, 5)                GEP 1          GEP 0                           ALU BinaryOps.ADD            CAST                       PHI
+                                   dtypes.int              dtypes.int                                                                        dtypes._float2              dtypes.float    dtypes.float                            dtypes.float       dtypes._float2           dtypes._float2
+
+                          SPECIAL (0, 'lidx3', 16)  ALU BinaryOps.MUL                                                                 DEFINE_ACC (0.0, 0, 1)                GEP 1          GEP 0                           ALU BinaryOps.ADD            CAST                       PHI
+                                   dtypes.int              dtypes.int                                                                        dtypes._float2              dtypes.float    dtypes.float                            dtypes.float       dtypes._float2           dtypes._float2
+
+                                CONST 61504              CONST 4096                                                                            CONST 1            ALU BinaryOps.ADD        GEP 0                           ALU BinaryOps.ADD        CONST 3844          ALU BinaryOps.ADD
+                                   dtypes.int              dtypes.int                                                                          dtypes.int                 dtypes.int     dtypes.float                            dtypes.float         dtypes.int                dtypes.int
+
+                                                                             ALU BinaryOps.ADD  ALU BinaryOps.ADD                       ALU BinaryOps.ADD         ALU BinaryOps.ADD        GEP 1       ALU BinaryOps.MUL   ALU BinaryOps.ADD        CONST 3906          ALU BinaryOps.ADD      STORE
+                                                                                    dtypes.int         dtypes.int                              dtypes.int                 dtypes.int     dtypes.float        dtypes.float        dtypes.float         dtypes.int                dtypes.int      None
+                                                                                                                                                                                                                                                                                               STORE
+                                                                             ALU BinaryOps.MUL                                                CONST 65            ALU BinaryOps.ADD         LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD            CAST                       PHI          None
+                                                                                    dtypes.int                                                 dtypes.int                 dtypes.int     dtypes.float        dtypes.float        dtypes.float       dtypes._float2           dtypes._float2
+                                                                                                                                                                            GEP 1                                                                                                              STORE
+                                                                                                                   ALU BinaryOps.ADD  DEFINE_ACC (0.0, 0, 2)             dtypes.float       LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD        CONST 7688          ALU BinaryOps.ADD       None
+                                                                                                                          dtypes.int         dtypes._float2                              dtypes.float        dtypes.float        dtypes.float         dtypes.int                dtypes.int
+                                                                                                                                                              DEFINE_GLOBAL (1, False)                                                                                                         STORE
+                                                                                                                                              CONST 27                 ptr.dtypes.float     LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD            CAST                       PHI          None
+                                                                                                                                               dtypes.int                                dtypes.float        dtypes.float        dtypes.float       dtypes._float2           dtypes._float2
+                                                                                                                                                                  ALU BinaryOps.ADD                                                                                                            STORE
+                                 CONST 0                                     CONST 64           ALU BinaryOps.MUL                                                         dtypes.int        LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD        CONST 7750          ALU BinaryOps.ADD       None
+                                 dtypes.int                                   dtypes.int               dtypes.int                                                           GEP 0        dtypes.float        dtypes.float        dtypes.float         dtypes.int                dtypes.int
+                          ALU BinaryOps.MUL                                                                                                                              dtypes.float                                                                                                          STORE
+                                 dtypes.int                                                                                                                                                 LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD   ALU BinaryOps.ADD    DEFINE_GLOBAL (0, True)     None
+                                 CONST 3                                                                                                                          ALU BinaryOps.ADD      dtypes.float        dtypes.float        dtypes.float         dtypes.int             ptr.dtypes.float  STORE
+                                 dtypes.int                                                                                                                               dtypes.int                                                                                                            None
+                                                                                                                                                                                            LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD       CONST 11532          ALU BinaryOps.ADD
+                          ALU BinaryOps.MUL                                                                                                                   DEFINE_GLOBAL (2, False)   dtypes.float        dtypes.float        dtypes.float         dtypes.int                dtypes.int     STORE
+                                 dtypes.int                                                                                                                            ptr.dtypes.float                                                                                                         None
+                                                                                                                                                                                                       ALU BinaryOps.MUL                                CAST                       PHI
+                                                                                                                                                                  ALU BinaryOps.ADD                          dtypes.float                           dtypes._float2           dtypes._float2
+                                                                                                                                                                          dtypes.int
+                                                     ALU BinaryOps.ADD                                             RANGE (2, 2)       DEFINE_ACC (0.0, 0, 6)                                                                                       CONST 11594          ALU BinaryOps.ADD
+                                                             dtypes.int                                               dtypes.int             dtypes._float2                 GEP 0                                                                     dtypes.int                dtypes.int
+                                                                                                                                                                         dtypes.float
+        CONST 128                                        RANGE (2, 0)        RANGE (2, 1)                                                     CONST 54                                      LOAD       ALU BinaryOps.MUL                             CONST 62           ALU BinaryOps.ADD
+         dtypes.int                                          dtypes.int         dtypes.int                                                     dtypes.int                   GEP 1        dtypes.float        dtypes.float                             dtypes.int                dtypes.int
+                                                                                                                                        ALU BinaryOps.ADD                dtypes.float
+SPECIAL (1, 'gidx1', 31)                                    CONST 9          ALU BinaryOps.MUL                                                 dtypes.int                                   LOAD       ALU BinaryOps.MUL   ALU BinaryOps.ADD
+         dtypes.int                                          dtypes.int             dtypes.int                                                CONST 81                      GEP 1        dtypes.float        dtypes.float        dtypes.float
+                                                                                                                                               dtypes.int                dtypes.float
+         CONST 2                                           CONST 124         ALU BinaryOps.MUL  ALU BinaryOps.MUL  ALU BinaryOps.ADD  DEFINE_ACC (0.0, 0, 3)                                           ALU BinaryOps.MUL   ALU BinaryOps.ADD       CAST                   PHI
+         dtypes.int                                          dtypes.int             dtypes.int         dtypes.int         dtypes.int         dtypes._float2                 GEP 0                            dtypes.float        dtypes.float  dtypes._float2       dtypes._float2
+SPECIAL (0, 'gidx2', 31)                                                                                                                                                 dtypes.float
+         dtypes.int                                      CONST 15376         ALU BinaryOps.MUL  ALU BinaryOps.ADD  ALU BinaryOps.ADD  DEFINE_ACC (0.0, 0, 7)                                           ALU BinaryOps.MUL   ALU BinaryOps.ADD       CAST                   PHI
+                                                             dtypes.int             dtypes.int         dtypes.int         dtypes.int         dtypes._float2                                                  dtypes.float        dtypes.float  dtypes._float2       dtypes._float2
+
+                                                    SPECIAL (2, 'gidx0', 4)  ALU BinaryOps.MUL  ALU BinaryOps.ADD                     DEFINE_ACC (0.0, 0, 0)                                           ALU BinaryOps.MUL   ALU BinaryOps.ADD
+                                                             dtypes.int             dtypes.int         dtypes.int                            dtypes._float2                                                  dtypes.float        dtypes.float
+
+                                                           CONST 108                                                                  DEFINE_ACC (0.0, 0, 4)                                           ALU BinaryOps.MUL
+                                                             dtypes.int                                                                      dtypes._float2                                                  dtypes.float
+
+                                                                                                                                                                                                       ALU BinaryOps.MUL
+                                                                                                                                                                                                             dtypes.float
+
+                                                                                                                                                                                                       ALU BinaryOps.MUL
+                                                                                                                                                                                                             dtypes.float
+
+                                                                                                                                                                                           GEP 0                           ALU BinaryOps.ADD       CAST                   PHI
+                                                                                                                                                                                         dtypes.float                            dtypes.float  dtypes._float2       dtypes._float2
+
+                                                                                                                                                                                           GEP 1                           ALU BinaryOps.ADD
+                                                                                                                                                                                         dtypes.float                            dtypes.float
+
+                                                                                                                                                                                           GEP 1
+                                                                                                                                                                                         dtypes.float
+
+                                                                                                                                                                                           GEP 0
+                                                                                                                                                                                         dtypes.float
+   Philosophy of tinygrad
+
+● Surface all complexity
+    – Don’t rely on libraries, many of which are
+        vendor specific with quirks.
+
+● No Turing complete abstractions
+    – Rules out use of LLVM, LLVM IR has thrown
+        away too much information.
+
+● Embrace ”The Bitter Lesson”
+    – There’s many choices to be made, don’t
+        spend time designing heuristics, use
+        search.
+          Model training
+
+Follow along with the MNIST tutorial on docs.tinygrad.org
+What is @TinyJit (DEBUG=2)
+
+It captures the run kernels and replays them with new data
+        What are CUDA Graphs?
+
+● GPUs use command queues to execute
+   kernels. They are what they sound
+   like.
+
+● Model training runs can be ~10,000
+   kernels.
+
+● The CPU time spent enqueuing the
+   kernels can exceed the GPU runtime
+
+● So...reuse the same command queue!
+          NV/AMD backends
+
+● These backends replace the CUDA/HIP
+   runtimes and speak directly with the
+   kernel using ioctl.
+
+● Aside from the assembler, no CUDA is used
+code walkthrough
+             Tensor Flow
+
+● Tensor → LazyBuffer (function.py)
+     – Forward/backward pass handled here
+
+● LazyBuffer → LazyOp (scheduler.py)
+     – Breaking into Kernels here
+
+● LazyOp → UOp (linearizer.py)
+     – Generate kernel code in an LLVM-like IR
+
+● UOp → Code (renderer)
+     – This code is CUDA code or C code
+
+● Code → /accelerator/ (runtime)
+       Code: tensor.py:Tensor
+
+The main class. Methods are the useful functions. Where forward and
+backward are handled. The lazydata property contains a LazyBuffer
+            Code: function.py
+
+Thanks to the chain rule, 28 derivatives are all you need to handcode
+      Code: lazy.py:LazyBuffer
+
+The container of computation, specifies how to construct the buffer.
+Below the forward/backward layer, can be constructed from simple ops.
+Code: ops.py
+
+      The 32 simple ops.
+Code: shape/shapetracker.py
+
+ ● One of the pieces of tinygrad magic, all
+    “movement” operations are tracked here.
+
+ ● Reshape can create “multiview” ShapeTracker,
+    aka the length of the views tuple is > 1
+    Code: shape/view.py
+
+A view has a shape, strides, an offset, and a mask.
+This handles all pad, shrink, expand, permute, and
+stride + some reshapes.
+       Throwback: conv2d
+
+     LOAD, MUL, SUM, STORE are Ops defining a Kernel
+There’s two single view ShapeTrackers for the inputs
+the tiny corp
+       A company in 2024
+
+● We are a GitHub and a Discord.
+● We raised $5M, and will be profitable
+
+   this year by selling computers.
+● “remote” jobs are fine, but it begins to
+
+   deconstruct what a job is.
+● We are now 5 people, and hire exclusively
+
+   from the pool of tinygrad contributors.
+● “collective”
+Bounties
+                tinybox
+
+hardware sales that match the main development platform...
+                            ...is ethical value capture
+                    MLPerf
+
+● As promised, we got AMD on MLPerf.
+● tinybox green (6x 4090), ResNet-50, 122 minutes
+● tinybox red (6x 7900XTX), ResNet-50, 167 minutes
+● Done using tinygrad, none of the ML libraries
+
+   from either company.
+● Our next submission will use none of the
+
+   userspace.
+      Where we are going
+
+1) Build the best training framework for
+   NVIDIA/AMD/Intel/Qualcomm/etc.
+
+2) Capture all existing chips in a generic
+   framework. Search for the best possible
+   chip given a set of tasks.
+
+3) Build that chip. Sell chips and build
+   clouds at the task abstraction, not the
+   computer abstraction.
+            How to join tiny
+
+● Permissionless company! (who has read ?s doc)
+● Skills are all that matters
+● We don’t discriminate against silicon based life
+live coding...
+
--- a/tinygrad_vs_others.png
+++ b/tinygrad_vs_others.png
				`@ -0,0 +1 @@`
				!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length\|\|null==i\|\|void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("\|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
				`@ -0,0 +1 @@`
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				`@ -0,0 +1 @@`
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				`@ -0,0 +1 @@`
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