Top Python Deep learning repositories on GitHub

Stable Diffusion web UI

• deep-learning
• diffusion
• image-generation
• image2image
• img2img
• text2image

🤗 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.

• nlp
• natural-language-processing
• pytorch
• pytorch-transformers
• transformer
• model-hub

Tensors and Dynamic neural networks in Python with strong GPU acceleration

• neural-network
• autograd
• gpu
• numpy
• deep-learning
• tensor

《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。

• deep-learning
• book
• notebook
• natural-language-processing
• computer-vision
• machine-learning

🧑‍🏫 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, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan
• transformers
• reinforcement-learning

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning
• data-science
• python

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

• deep-learning
• pytorch
• tensorflow
• tts
• voice-cloning
• python

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

• yolov3
• yolov5
• object-detection
• pytorch
• onnx
• coreml

Ultralytics YOLO 🚀

• hub
• ultralytics
• yolov8
• yolo
• deep-learning
• image-classification

Deepfakes Software For All

• faceswap
• face-swap
• deep-learning
• deeplearning
• deep-neural-networks
• deepfakes

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

• python
• text-to-speech
• deep-learning
• speech
• pytorch
• tts

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

• python
• machine-learning
• data-science
• deep-learning
• data-visualization
• streamlit

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

• machine-learning
• models
• ui
• ui-components
• interface
• python

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

• ray
• distributed
• parallel
• machine-learning
• reinforcement-learning
• deep-learning

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

• deep-learning
• pytorch
• gpu
• machine-learning
• billion-parameters
• data-parallelism

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.

• quantitative-finance
• machine-learning
• stock-data
• platform
• finance
• algorithmic-trading

Making large AI models cheaper, faster and more accessible

• deep-learning
• hpc
• large-scale
• data-parallelism
• pipeline-parallelism
• model-parallelism

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

• deep-learning

We write your reusable computer vision tools. 💜

• computer-vision
• image-processing
• python
• yolo
• instance-segmentation
• object-detection

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

• pytorch
• gan
• deep-learning
• super-resolution
• face-restoration
• image-restoration

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

• ai
• speech
• pytorch
• deep-learning
• text-to-speech
• tts

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

• deep-learning
• diffusion
• image-generation
• pytorch
• score-based-generative-modeling
• image2image

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

• natural-language-processing
• data-science
• machine-learning
• python
• cython
• nlp

PyTorch Tutorial for Deep Learning Researchers

• deep-learning
• pytorch-tutorial
• neural-networks
• pytorch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch
• data-science
• data-mining