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The Top 14,523 Python Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Tensorflow ⭐ 166,226
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 2 hours ago
Transformers ⭐ 66,548
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 887total releases 85most recent commit 2 hours agopypi transformers} Downloads
Pytorch ⭐ 57,178
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 267most recent commit 2 hours ago
Keras ⭐ 55,602
Deep Learning for humans
dependent packages 326total releases 65most recent commit 3 hours agopypi keras} Downloads
Faceswap ⭐ 41,657
Deepfakes Software For All
most recent commit 4 hours ago
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 6 months ago
Real Time Voice Cloning ⭐ 35,434
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 4 days ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 4 months ago
D2l Zh ⭐ 33,464
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
total releases 41most recent commit 5 hours ago
Ailearning ⭐ 33,143
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit 2 months ago
Deepfacelab ⭐ 32,708
DeepFaceLab is the leading software for creating deepfakes.
most recent commit a month ago
Deep Learning Papers Reading Roadmap ⭐ 31,661
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
most recent commit 5 months ago
Made With Ml ⭐ 30,331
Learn how to responsibly deliver value with ML.
most recent commit 8 days ago
Yolov5 ⭐ 28,348
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 26most recent commit 3 hours ago
Handson Ml ⭐ 24,529
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
most recent commit 13 days ago
Spacy ⭐ 23,718
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 823total releases 194most recent commit 2 hours agopypi spacy} Downloads
Data Science Ipython Notebooks ⭐ 22,662
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
most recent commit 3 months ago
Fastai ⭐ 22,464
The fastai deep learning library
dependent packages 117total releases 139most recent commit 14 hours agopypi fastai} Downloads
Mockingbird ⭐ 22,120
🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time
dependent packages 2total releases 9most recent commit 11 days agopypi mockingbirdonlyforuse} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 9 months ago
Ray ⭐ 21,185
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
dependent packages 197total releases 73most recent commit 2 hours agopypi ray} Downloads
Streamlit ⭐ 19,816
Streamlit — The fastest way to build data apps in Python
dependent packages 381total releases 167most recent commit 5 hours agopypi streamlit} Downloads
Spleeter ⭐ 19,767
Deezer source separation library including pretrained models.
dependent packages 5total releases 35most recent commit 22 days agopypi spleeter} Downloads
Gfpgan ⭐ 19,426
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit a month agopypi gfpgan} Downloads
Lightning ⭐ 19,281
Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems).
dependent packages 381total releases 210most recent commit 4 hours agopypi pytorch-lightning} Downloads
Paddle ⭐ 18,497
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、分布式训练和跨平台部署）
total releases 69most recent commit 2 hours ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 3 months ago
Pytorch Cyclegan And Pix2pix ⭐ 17,873
Image-to-Image Translation in PyTorch
most recent commit 3 days ago
Labelimg ⭐ 17,753
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
dependent packages 3total releases 28most recent commit 11 hours agopypi labelImg} Downloads
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 10 months ago
Learnopencv ⭐ 16,626
Learn OpenCV : C++ and Python Examples
most recent commit 3 days ago
Tensorflow Course ⭐ 15,697
📡 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Easyocr ⭐ 15,205
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 36total releases 27most recent commit 2 days agopypi easyocr} Downloads
Jina ⭐ 15,037
Build cross-modal and multi-modal applications on the cloud
dependent packages 2total releases 1,901most recent commit 4 hours agopypi jina} Downloads
Fastbook ⭐ 15,032
The fastai book, published as Jupyter Notebooks
total releases 25most recent commit a month ago
Pytorch_geometric ⭐ 14,979
Graph Neural Network Library for PyTorch
dependent packages 31total releases 33most recent commit 2 hours agopypi torch-geometric} Downloads
A To Z Resources For Students ⭐ 14,034
✅ Curated list of resources for college students
most recent commit a month ago
D2l En ⭐ 13,930
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 5 hours ago
Datasets ⭐ 13,750
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 200total releases 49most recent commit 3 hours agopypi datasets} Downloads
Recommenders ⭐ 13,418
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 16 days agopypi recommenders} Downloads
Awesome Pytorch List ⭐ 12,977
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Horovod ⭐ 12,573
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 4 hours agopypi horovod} Downloads
Deeplearning4j ⭐ 12,528
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
dependent packages 109total releases 52most recent commit 5 hours ago
Facenet ⭐ 12,284
Face recognition using Tensorflow
most recent commit 5 months ago
Neural Networks And Deep Learning ⭐ 12,230
Code samples for my book "Neural Networks and Deep Learning"
most recent commit a year ago
Tensor2tensor ⭐ 12,180
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
dependent packages 11total releases 79most recent commit 3 months agopypi tensor2tensor} Downloads
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit 8 months agopypi imgaug} Downloads
Deep Learning With Tensorflow Book ⭐ 11,864
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
most recent commit 10 months ago
Nni ⭐ 11,645
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
dependent packages 22total releases 50most recent commit 6 days agopypi nni} Downloads
Pix2code ⭐ 11,428
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit a month ago
Free Books ⭐ 11,349
互联网上的免费书籍
most recent commit a year ago
Dlib ⭐ 11,250
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 3 hours agopypi dlib} Downloads
Allennlp ⭐ 11,073
An open-source NLP research library, built on PyTorch.
dependent packages 62total releases 263most recent commit 8 days agopypi allennlp} Downloads
Best Of Ml Python ⭐ 10,882
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 7 days ago
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 7 months agopypi turicreate} Downloads
Albumentations ⭐ 10,453
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 154total releases 50most recent commit 6 days agopypi albumentations} Downloads
Clip As Service ⭐ 10,443
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 9 days agopypi bert-serving-client} Downloads
Deep_learning_object_detection ⭐ 10,271
A paper list of object detection using deep learning.
most recent commit 8 months ago
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
most recent commit 9 months ago
Stanford Tensorflow Tutorials ⭐ 10,042
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
most recent commit 2 years ago
Dgl ⭐ 9,932
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 30total releases 439most recent commit 5 hours agopypi dgl} Downloads
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 4 months ago
Deep Learning For Image Processing ⭐ 9,731
deep learning for image processing including classification and object-detection etc.
most recent commit 13 days ago
Transferlearning ⭐ 9,647
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 2 days ago
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 7total releases 6most recent commit a year agopypi tflearn} Downloads
Label Studio ⭐ 9,466
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 2total releases 157most recent commit 2 hours agopypi label-studio} Downloads
Neural Doodle ⭐ 9,399
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
most recent commit 2 years ago
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 4 months agopypi dm-sonnet} Downloads
Pandas Profiling ⭐ 9,046
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit a month agopypi pandas-profiling} Downloads
The Incredible Pytorch ⭐ 8,822
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
most recent commit 2 months ago
Qlib ⭐ 8,821
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
total releases 27most recent commit 15 hours ago
Yolov3 ⭐ 8,815
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 3 days ago
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit 5 months ago
Labelme ⭐ 8,688
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
dependent packages 7total releases 177most recent commit 12 days agopypi labelme} Downloads
Deeplearningexamples ⭐ 8,655
Deep Learning Examples
most recent commit 2 days ago
Cvpr2022 Papers With Code ⭐ 8,648
CVPR 2022 论文和开源项目合集
most recent commit 24 days ago
Tensorflow Tutorials ⭐ 8,644
TensorFlow Tutorials with YouTube Videos
most recent commit a year ago
Pytorch Book ⭐ 8,618
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
most recent commit a year ago
Autokeras ⭐ 8,543
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 9 days agopypi autokeras} Downloads
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 5 months ago
Ludwig ⭐ 8,418
Data-centric declarative deep learning framework
dependent packages 3total releases 26most recent commit 5 hours agopypi ludwig} Downloads
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 4 months ago
Tvm ⭐ 8,293
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 2 hours agocargo tvm-macros} Downloads
Pysyft ⭐ 8,203
A library for answering questions using data you cannot see
dependent packages 2total releases 91most recent commit 3 hours agopypi syft} Downloads
Paddlehub ⭐ 7,976
Awesome pre-trained models toolkit based on PaddlePaddle.(300+ models including Image, Text, Audio and Video with Easy Inference & Serving deployment)
dependent packages 5total releases 47most recent commit a month agopypi paddlehub} Downloads
Gradio ⭐ 7,670
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 21total releases 303most recent commit 8 hours agopypi gradio} Downloads
Pyro ⭐ 7,508
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 13 hours agopypi pyro-ppl} Downloads
Deepspeed ⭐ 7,026
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 47most recent commit 12 hours agopypi deepspeed} Downloads
Tensorlayer ⭐ 6,978
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit 2 months agopypi tensorlayer} Downloads
Trax ⭐ 6,968
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 10 days ago
Spinningup ⭐ 6,964
An educational resource to help anyone learn deep reinforcement learning.
most recent commit a month ago
Yolox ⭐ 6,917
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
total releases 3most recent commit 2 days ago
Machine_learning_examples ⭐ 6,832
A collection of machine learning examples and tutorials.
most recent commit 8 days ago
Kornia ⭐ 6,744
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 29most recent commit 2 hours agopypi kornia} Downloads
Models ⭐ 6,545
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
most recent commit 3 days ago
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 6,430
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit a year ago
Dalle2 Pytorch ⭐ 6,372
Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
total releases 225most recent commit 9 hours ago
Deep Learning Models ⭐ 6,266
Keras code and weights files for popular deep learning models.
most recent commit 4 years ago
Attention Is All You Need Pytorch ⭐ 6,220
A PyTorch implementation of the Transformer model in "Attention is All You Need".
most recent commit 5 months ago
Deeplearningflappybird ⭐ 6,200
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
most recent commit 7 months ago
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