deep-learning Tools

tensorflow

github

An Open Source Machine Learning Framework for Everyone

stable-diffusion-webui

github

Stable Diffusion web UI

transformers

github

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

pytorch

github

Tensors and Dynamic neural networks in Python with strong GPU acceleration

LLMs-from-scratch

github

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

cs-video-courses

github

List of Computer Science courses with video lectures.

d2l-zh

github

《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。

annotated_deep_learning_paper_implementations

github

🧑‍🏫 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, ... 🧠

keras

github

Deep Learning for humans

Real-Time-Voice-Cloning

github

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

yolov5

github

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ultralytics

github

Ultralytics YOLO 🚀

faceswap

github

Deepfakes Software For All

100-Days-Of-ML-Code

github

100 Days of ML Coding

Made-With-ML

github

Learn how to develop, deploy and iterate on production-grade ML applications.

AI-For-Beginners

github

12 Weeks, 24 Lessons, AI for All!

TTS

github

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

streamlit

github

Streamlit — A faster way to build and share data apps.

TensorFlow-Examples

github

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

gradio

github

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

ray

github

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

DeepSpeed

github

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

ColossalAI

github

Making large AI models cheaper, faster and more accessible

qlib

github

Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.