deep-learning
Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.
Repositories (1412)
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A complete daily plan for studying to become a machine learning engineer.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT...
Deezer source separation library including pretrained models.
SoftVC VITS Singing Voice Conversion
The fastai deep learning library
A curated list of awesome Deep Learning tutorials, projects and communities.
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
Label Studio is a multi-type data labeling and annotation tool with standardized output format
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 t...
deep learning for image processing including classification and object-detection etc.
The most cited deep learning papers
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
A game theoretic approach to explain the output of any machine learning model.
Image-to-Image Translation in PyTorch
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but y...
The fastai book, published as Jupyter Notebooks
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和...
Machine Learning Systems
Graph Neural Network Library for PyTorch
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Learn OpenCV : C++ and Python Examples
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
CVPR 2026 论文和开源项目合集
Faster Whisper transcription with CTranslate2
100-Days-Of-ML-Code中文版
☁️ Build multimodal AI applications with cloud-native stack
Best Practices on Recommendation Systems
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运...
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Open standard for machine learning interoperability
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
✔（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
VIP cheatsheets for Stanford's CS 229 Machine Learning
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for traini...
DeepFaceLab is the leading software for creating deepfakes.
A WebGL accelerated JavaScript library for training and deploying ML models.
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
High-performance In-browser LLM Inference Engine
machine learning and deep learning tutorials, articles and other resources
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go,...
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.