Top Python Deep learning repositories on 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.

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

Stable Diffusion web UI

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

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

Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

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

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

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

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

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

Deepfakes Software For All

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

Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering
• computer-vision
• course

We write your reusable computer vision tools. 💜

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

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

🐸💬 - 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

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

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

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

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

Making large AI models cheaper, faster and more accessible

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