Top Deep learning repositories on GitHub

An Open Source Machine Learning Framework for Everyone

• tensorflow
• machine-learning
• python
• deep-learning
• deep-neural-networks
• neural-network

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

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

• chatgpt
• gpt
• large-language-models
• llm
• python
• pytorch

Open Source Computer Vision Library

• opencv
• c-plus-plus
• computer-vision
• deep-learning
• image-processing

List of Computer Science courses with video lectures.

• computer-science
• algorithms
• systems
• databases
• machine-learning
• web-development

《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

🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engineering, RAG, and AI Agents.

• deep-learning
• prompt-engineering
• openai
• chatgpt
• language-model
• generative-ai

🧑‍🏫 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

100 Days of ML Coding

• machine-learning
• machine-learning-algorithms
• infographics
• tutorial
• siraj-raval-challenge
• siraj-raval

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

• machine-learning
• deep-learning
• pytorch
• natural-language-processing
• data-science
• python

12 Weeks, 24 Lessons, AI for All!

• deep-learning
• artificial-intelligence
• machine-learning
• ai
• computer-vision
• nlp

🐸💬 - 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

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

• tensorflow
• tutorial
• examples
• deep-learning
• python
• machine-learning

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