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The Top 14,166 Python Deep Learning Open Source Projects

Categories > Machine Learning > Deep Learning
Tensorflow ⭐ 164,994
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 11 hours ago
Transformers ⭐ 63,409
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
dependent packages 817total releases 81most recent commit 11 hours agopypi transformers} Downloads
Pytorch ⭐ 56,095
Tensors and Dynamic neural networks in Python with strong GPU acceleration
total releases 262most recent commit 11 hours ago
Keras ⭐ 55,225
Deep Learning for humans
dependent packages 879total releases 53most recent commit 14 hours agopypi Keras} Downloads
Tensorflow Examples ⭐ 41,533
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
most recent commit 5 months ago
Faceswap ⭐ 41,094
Deepfakes Software For All
most recent commit 20 hours ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 3 months ago
Real Time Voice Cloning ⭐ 34,451
Clone a voice in 5 seconds to generate arbitrary speech in real-time
most recent commit 25 days 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 a month ago
D2l Zh ⭐ 32,530
《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 2 days ago
Deepfacelab ⭐ 32,405
DeepFaceLab is the leading software for creating deepfakes.
most recent commit 16 days 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 3 months ago
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 6 days ago
Yolov5 ⭐ 26,429
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
total releases 25most recent commit 12 hours ago
Handson Ml ⭐ 24,169
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 2 months ago
Spacy ⭐ 23,368
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 794total releases 194most recent commit 2 days 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 2 months ago
Fastai ⭐ 22,272
The fastai deep learning library
dependent packages 114total releases 133most recent commit 4 days agopypi fastai} Downloads
Pytorch Tutorial ⭐ 21,979
PyTorch Tutorial for Deep Learning Researchers
most recent commit 7 months ago
Mockingbird ⭐ 21,531
🚀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 1total releases 9most recent commit a day agopypi mockingbirdonlyforuse} Downloads
Ray ⭐ 20,489
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 189total releases 71most recent commit 11 hours agopypi ray} Downloads
Spleeter ⭐ 19,449
Deezer source separation library including pretrained models.
dependent packages 5total releases 34most recent commit 16 days agopypi spleeter} Downloads
Gfpgan ⭐ 19,198
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 6most recent commit 16 days agopypi gfpgan} Downloads
Streamlit ⭐ 19,000
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit a day agopypi streamlit} Downloads
Pytorch Lightning ⭐ 18,453
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
dependent packages 352total releases 209most recent commit 13 hours agopypi pytorch-lightning} Downloads
Paddle ⭐ 18,213
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 68most recent commit 12 hours ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month ago
Labelimg ⭐ 17,202
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
dependent packages 3total releases 28most recent commit 20 days agopypi labelImg} Downloads
Pytorch Cyclegan And Pix2pix ⭐ 17,144
Image-to-Image Translation in PyTorch
most recent commit 2 months ago
Cntk ⭐ 17,085
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
most recent commit 9 months ago
Learnopencv ⭐ 16,327
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 9 months ago
Fastbook ⭐ 14,903
The fastai book, published as Jupyter Notebooks
total releases 23most recent commit 15 days ago
Easyocr ⭐ 14,671
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
dependent packages 30total releases 26most recent commit 17 days agopypi easyocr} Downloads
Pytorch_geometric ⭐ 14,638
Graph Neural Network Library for PyTorch
dependent packages 30total releases 33most recent commit 11 hours agopypi torch-geometric} Downloads
Jina ⭐ 14,593
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
total releases 1,795most recent commit 12 hours ago
A To Z Resources For Students ⭐ 13,919
✅ Curated list of resources for college students
most recent commit 13 days ago
D2l En ⭐ 13,427
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 a day ago
Datasets ⭐ 13,384
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 184total releases 45most recent commit 11 hours agopypi datasets} Downloads
Recommenders ⭐ 13,132
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 6 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 22 days ago
Deeplearning4j ⭐ 12,464
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 3 days ago
Horovod ⭐ 12,431
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 71most recent commit a day agopypi horovod} Downloads
Facenet ⭐ 12,284
Face recognition using Tensorflow
most recent commit 3 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 a month agopypi tensor2tensor} Downloads
Imgaug ⭐ 11,905
Image augmentation for machine learning experiments.
dependent packages 98total releases 11most recent commit 7 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 9 months ago
Nni ⭐ 11,483
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 49most recent commit 12 hours agopypi nni} Downloads
Pix2code ⭐ 11,365
pix2code: Generating Code from a Graphical User Interface Screenshot
most recent commit 3 months ago
Free Books ⭐ 11,349
互联网上的免费书籍
most recent commit a year ago
Dlib ⭐ 11,121
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 12 days agopypi dlib} Downloads
Allennlp ⭐ 10,980
An open-source NLP research library, built on PyTorch.
dependent packages 61total releases 263most recent commit 10 days agopypi allennlp} Downloads
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 6 months agopypi turicreate} Downloads
Clip As Service ⭐ 10,302
Embed images and sentences into fixed-length vectors with CLIP
dependent packages 12total releases 56most recent commit 3 days agopypi bert-serving-client} Downloads
Deep_learning_object_detection ⭐ 10,271
A paper list of object detection using deep learning.
most recent commit 6 months ago
Fast Style Transfer ⭐ 10,123
TensorFlow CNN for fast style transfer ⚡🖥🎨🖼
most recent commit 7 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 a year ago
Albumentations ⭐ 9,868
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 149total releases 49most recent commit 2 months agopypi albumentations} Downloads
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 2 months ago
Dgl ⭐ 9,608
Python package built to ease deep learning on graph, on top of existing DL frameworks.
dependent packages 28total releases 439most recent commit 17 hours agopypi dgl} Downloads
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
Best Of Ml Python ⭐ 9,460
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 days ago
Transferlearning ⭐ 9,406
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit a day ago
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 2 months agopypi dm-sonnet} Downloads
Deep Learning For Image Processing ⭐ 9,043
deep learning for image processing including classification and object-detection etc.
most recent commit 18 hours ago
Pandas Profiling ⭐ 8,949
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit 2 days 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 22 days ago
Mlalgorithms ⭐ 8,809
Minimal and clean examples of machine learning algorithms implementations
most recent commit 4 months ago
Yolov3 ⭐ 8,684
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
most recent commit 4 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
Keras Gan ⭐ 8,537
Keras implementations of Generative Adversarial Networks.
most recent commit 4 months ago
Autokeras ⭐ 8,495
AutoML library for deep learning
dependent packages 3total releases 56most recent commit 3 days agopypi autokeras} Downloads
Qlib ⭐ 8,479
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 26most recent commit 12 days ago
Deeplearningexamples ⭐ 8,421
Deep Learning Examples
most recent commit 14 hours ago
Cvpr2022 Papers With Code ⭐ 8,418
CVPR 2022 论文和开源项目合集
most recent commit 2 days ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Ludwig ⭐ 8,279
Data-centric declarative deep learning framework
dependent packages 3total releases 23most recent commit 2 days agopypi ludwig} Downloads
Label Studio ⭐ 8,276
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 2total releases 144most recent commit a day agopypi label-studio} Downloads
Labelme ⭐ 8,178
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
dependent packages 7total releases 177most recent commit 2 months agopypi labelme} Downloads
Pysyft ⭐ 8,113
A library for answering questions using data you cannot see
dependent packages 2total releases 80most recent commit 13 hours agopypi syft} Downloads
Tvm ⭐ 8,098
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 12 hours agocargo tvm-macros} Downloads
Paddlehub ⭐ 7,811
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
Pyro ⭐ 7,432
Deep universal probabilistic programming with Python and PyTorch
dependent packages 41total releases 29most recent commit 6 days agopypi pyro-ppl} Downloads
Gradio ⭐ 7,009
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 17total releases 263most recent commit a day agopypi gradio} Downloads
Tensorlayer ⭐ 6,978
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
dependent packages 6total releases 83most recent commit a month agopypi tensorlayer} Downloads
Trax ⭐ 6,911
Trax — Deep Learning with Clear Code and Speed
total releases 24most recent commit 3 days ago
Deepspeed ⭐ 6,759
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dependent packages 10total releases 46most recent commit 12 hours agopypi deepspeed} Downloads
Spinningup ⭐ 6,749
An educational resource to help anyone learn deep reinforcement learning.
most recent commit 2 months ago
Machine_learning_examples ⭐ 6,624
A collection of machine learning examples and tutorials.
most recent commit 2 months ago
Kornia ⭐ 6,554
Open Source Differentiable Computer Vision Library
dependent packages 54total releases 28most recent commit a day agopypi kornia} Downloads
Models ⭐ 6,481
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 20 hours 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 10 months ago
Yolox ⭐ 6,418
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
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 3 months ago
Deeplearningflappybird ⭐ 6,200
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
most recent commit 5 months ago
Deepo ⭐ 6,197
Setup and customize deep learning environment in seconds.
most recent commit 2 months ago
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