Top #deep-learning Tools & Software

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

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

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.

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.

Deep-Learning-Papers-Reading-Roadmap

github

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

supervision

github

We write your reusable computer vision tools. 💜

GFPGAN

github

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

MockingBird

github

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

pytorch-image-models

github

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

spaCy

github

💫 Industrial-strength Natural Language Processing (NLP) in Python