Popular GitHub Repositories for Model Based Machine Learning

An Open Source Machine Learning Framework for Everyone

Stable Diffusion web UI

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

21 Lessons, Get Started Building with Generative AI ? https://microsoft.github.io/generative-ai-for-beginners/

Tensors and Dynamic neural networks in Python with strong GPU acceleration

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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

Deep Learning for humans

??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

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

A high-throughput and memory-efficient inference and serving engine for LLMs

YOLOv5 ? in PyTorch > ONNX > CoreML > TFLite

Clone a voice in 5 seconds to generate arbitrary speech in real-time

Deepfakes Software For All

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

Investment Research for Everyone, Everywhere.

100 Days of ML Coding