M

Machine Learning

LLMs from scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step 🔧🔗https://github.com/rasbt/LLMs-from-scratch

A curated list of awesome Machine Learning frameworks, libraries and software.

VSCode Jupyter

🔧🔗https://github.com/microsoft/vscode-jupyter

VS Code Jupyter extension

🔧🔗https://github.com/poloclub/wizmap

Explore and interpret large embeddings in your browser with interactive visualization! 📍

Deductive Reasoning

https://github.com/OpenPipe/deductive-reasoning Train your own SOTA deductive reasoning model

Miro RL

https://github.com/MiroMindAI/MiroRL

MiroRL is an MCP-first reinforcement learning framework for deep research agent.

MiroTrain

https://github.com/MiroMindAI/MiroTrain

MiroTrain is an efficient and algorithm-first framework research agent.

🔧🔗https://github.com/yohasebe/wp2txt

A command-line toolkit to extract text content and category data from Wikipedia dump files

🔧🔗https://github.com/MinishLab/model2vec

The Fastest State-of-the-Art Static Embeddings in the World

🔧🔗https://github.com/modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

Awesome-SVG-AIGC

https://github.com/StyleX-Research/Awesome-SVG-AIGC/ This repository catalogs cutting-edge research papers, practical tools, datasets, and learning materials for AI-powered SVG generation, processing, and manipulation.

Model Activity Visualizer

https://github.com/attentionmech/mav

pypi.org/project/openmav/

🔧🔗https://github.com/microsoft/Trace End-to-end Generative Optimization for AI Agents

🔧🔗github.com/bytedance/CausalMatch

CausalMatch is a research project aimed at integrating cutting-edge machine learning and econometrics methods to bring about automation in decision-making processes

🔧🔗https://github.com/transformerlab/transformerlab-api

API Server for Transformer Lab

🔧🔗https://github.com/codelion/adaptive-classifier A flexible, adaptive classification system for dynamic text classification

🔧🔗https://github.com/andrewkchan/yalm

Yet Another Language Model: LLM inference in C++/CUDA, no libraries except for I/O

🔧🔗https://github.com/MinishLab/tokenlearn

Pre-train Static Word Embeddings

🔧🔗https://github.com/pytorch/serve

Serve, optimize and scale PyTorch models in production

https://github.com/Lightning-AI/tutorials Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks. 🔗 https://lightning-ai.github.io/tutorials