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A curated list of awesome responsible machine learning resources.

3,948 619 Updated Dec 1, 2025

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Jupyter Notebook 81,638 12,207 Updated Dec 21, 2025

structured outputs for llms

Python 12,033 912 Updated Dec 22, 2025

A collection of MCP servers.

77,338 6,605 Updated Dec 21, 2025

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Python 74,105 8,874 Updated Dec 24, 2025

Robust representation of semantically constrained graphs, in particular for molecules in chemistry

Python 815 139 Updated May 17, 2025

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Python 64,440 7,816 Updated Dec 24, 2025

Documentation that simply works

Python 25,621 4,006 Updated Dec 18, 2025

Fréchet ChemNet Distance: A quality measure for generative models for molecules

Python 85 27 Updated Apr 1, 2024

Kickstart your LLMOps initiative with a flexible, robust, and productive Python package.

Python 883 125 Updated Feb 13, 2025

Open Source Machine Learning Research Platform designed for frontier AI/ML workflows. Local, on-prem, or in the cloud. Open source.

Python 4,620 471 Updated Dec 25, 2025

GenAI Agent Framework, the Pydantic way

Python 13,957 1,505 Updated Dec 24, 2025

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

Python 15,119 1,669 Updated Dec 24, 2025

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

382 48 Updated May 13, 2024

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

Python 8,731 678 Updated Dec 18, 2025

A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.

199,716 12,181 Updated Nov 19, 2024

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek-R1, Qwen3, Gemma 3, TTS 2x faster with 70% less VRAM.

Python 49,870 4,112 Updated Dec 23, 2025

The Security Toolkit for LLM Interactions

Python 2,343 315 Updated Dec 15, 2025

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 34,414 3,319 Updated Dec 24, 2025

the scott CPU from "But How Do It Know?" by J. Clark Scott

Go 1,953 160 Updated Oct 21, 2020

A curated collection of adversarial attack and defense on graph data.

Python 575 78 Updated Nov 7, 2023

🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys, d…

Python 30,531 2,142 Updated Dec 25, 2025

Python scraper based on AI

Python 22,061 1,920 Updated Dec 24, 2025

Zotero for Android

Kotlin 621 69 Updated Dec 24, 2025

ADRepository: Real-world anomaly detection datasets, including tabular data (categorical and numerical data), time series data, graph data, image data, and video data.

424 60 Updated Oct 1, 2025

Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%

Python 4,561 374 Updated Jul 29, 2025
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