OhadRubin

Create a documentation file that explains code in natural language:

Part 1: Read the input file {filename} and create a new markdown file at docs/{filename}.md

Part 2: Create an initial todo list (let's call it list A) of functions/sections to document, give an complexity rating to each task.

Part 3: Group simple items together into single tasks.

This will ensure tasks have similar complexity levels.
Each item should require a similar amount of time to "think about"
This will result in list B that has a uniform level of complexity for each item.

please port this implementation of epinets into jax keep it as similar as possible to the original code. you are provided with a jax implementation of mnist to help you.

come up with a plan that includes a estimated #LOC modified or e#LOCm.
if a line requires more than 30 e#LOCm then you should divide it into two parts or more. This is so I could see what you are doing. The division allows me to see your output, you should say what you did after each modification and think ahead to the next modification.

Strict Script Generation Task: File Partitioning with Shell Script

Primary Objective: Your sole task is to generate a shell script containing a function definition and a sequence of function calls designed to partition the provided original_file_content based on the rules specified in the explanation. This partitioning must be complete - all original content (except imports) must appear in exactly one output file, with no content omitted or duplicated.

Inputs Provided:

- Text describing how the original file should be partitioned.
<original_file_content>: The content of the file to be partitioned.

Instructions - Follow Sequentially and Precisely:

don't use comments, just give me something i can paste into desmos (don't use comments) Subscripts may only contain letters and digits. ',' is not allowed prefer u_{1a} = 0.117 over u_1a = 0.117

multi-character functions are not allowed if we want to define z(x)=x+2 we could do the following

Suppose we were to write a 1000 pages book called {name} what would the table of content be like? It should have 3 parts, each part will have 6 sections, each section will have 4 chapters, each chapter will have 3 headings. give me the full table of content with all 216 headings, 72 chapters, 18 sections and 3 parts.

your output should be in the following format

Table of Contents: {name}
PART 1: <part_title>
Section 1.1: <section_title>
Chapter 1.1.1:

"Just do it" - Prompt

Please implement <blank>

"Into natural language" Prompt

Please describe it in natural language in such a way to it will be able to be reconstruct exactly

	#!/usr/bin/env python
	"""
	Parse a listing like the one in stdin and write each file to disk.
	"""

	import re
	import sys
	from pathlib import Path

	_PATH_LINE = re.compile(r"^/.*:$")

	#!/usr/bin/env python3.10
	"""
	Enhanced file expansion using Jinja2 templates with flexible functionality.

	Example usage:

	wget this file, apply chmod +x jinja_expand, and run it like this:

	jinja_expand template.md > expanded.md

	"""
	Example usage:
	python3.10 expand.py template.md > expanded.md

	This will expand all {file_path} placeholders in template.md with the actual file contents
	and write the result to expanded.md



	```template.md

	<!DOCTYPE html>
	<html lang="en">

	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<title>PeerJS Messaging Demo</title>
	<script src="https://cdnjs.cloudflare.com/ajax/libs/peerjs/1.5.4/peerjs.min.js"></script>
	<style>
	body {