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Pocket Flow: Codebase to Tutorial
ContextGem: Effortless LLM extraction from documents
A crash course in six episodes for software developers who want to become machine learning practitioners.
Compare the performance of different LLM that can be deployed locally on consumer hardware. Run yourself with Colab WebUI.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Educational implementation of a small GPT model from scratch in a single Jupyter Notebook
Official repository for Spyder - The Scientific Python Development Environment
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Notebooks for the third edition of Think Stats
Jupyter notebooks from the scikit-learn video series
Code and associated files for the AI Programming with Python Nanodegree Program
Python tool for converting files and office documents to Markdown.
A simple RAG application for doing question-answering on a PDF document. Uses the PyCharm documentation as the source document and langchain to build the RAG pipeline.
Complete Machine Learning and Data Science: Zero to Mastery
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
Source material for Python Like You Mean it
Convert PDF to markdown + JSON quickly with high accuracy
🐉 Loong: Synthesize Long CoTs at Scale through Verifiers.
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
All course materials for the Zero to Mastery Machine Learning and Data Science course.
An opinionated list of awesome Python frameworks, libraries, software and resources.
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous …
🎓 Path to a free self-taught education in Computer Science!
Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API key. Alternative to OpenAI Operator.
A collection of machine learning examples and tutorials.
Awesome LeetCode resources to learn Data Structures and Algorithms and prepare for Coding Interviews.