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The Top 3,271 Python Machine Learning Deep Open Source Projects

Topic > Deep
Categories > Machine Learning > Machine Learning
Tensorflow ⭐ 164,994
An Open Source Machine Learning Framework for Everyone
dependent packages 77total releases 46most recent commit 10 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 10 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 19 hours ago
100 Days Of Ml Code ⭐ 34,680
100 Days of ML Coding
most recent commit 3 months 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
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 11 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
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 10 hours agopypi ray} Downloads
Streamlit ⭐ 19,000
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit 21 hours 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 12 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 11 hours ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit a month 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
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
Jina ⭐ 14,593
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
total releases 1,795most recent commit 11 hours 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 10 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
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
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 11 hours agopypi nni} Downloads
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
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
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
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
Sonnet ⭐ 9,229
TensorFlow-based neural network library
dependent packages 11total releases 27most recent commit 2 months agopypi dm-sonnet} Downloads
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
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
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
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
Tvm ⭐ 8,098
Open deep learning compiler stack for cpu, gpu and specialized accelerators
dependent packages 3total releases 1most recent commit 11 hours agocargo tvm-macros} 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
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 11 hours agopypi deepspeed} Downloads
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
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
Tensorpack ⭐ 6,196
A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility
dependent packages 8total releases 37most recent commit 16 days agopypi tensorpack} Downloads
Stanza ⭐ 6,116
Official Stanford NLP Python Library for Many Human Languages
dependent packages 65total releases 15most recent commit 6 days agopypi stanza} Downloads
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
most recent commit 2 years ago
Darkflow ⭐ 5,905
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
most recent commit 9 months ago
Bosssensor ⭐ 5,880
Hide screen when boss is approaching.
most recent commit 4 years ago
H2o 3 ⭐ 5,821
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 226most recent commit 19 hours ago
Deeppavlov ⭐ 5,696
An open source library for deep learning end-to-end dialog systems and chatbots.
dependent packages 2total releases 45most recent commit 23 days agopypi deeppavlov} Downloads
Chainer ⭐ 5,667
A flexible framework of neural networks for deep learning
total releases 17most recent commit 2 months ago
Nlp Recipes ⭐ 5,653
Natural Language Processing Best Practices & Examples
most recent commit 8 months ago
Pyod ⭐ 5,623
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 29total releases 79most recent commit 7 days agopypi pyod} Downloads
Serving ⭐ 5,463
A flexible, high-performance serving system for machine learning models
most recent commit 17 days ago
Seq2seq Couplet ⭐ 5,266
Play couplet with seq2seq model. 用深度学习对对联。
most recent commit 15 days ago
Gluon Cv ⭐ 5,192
Gluon CV Toolkit
dependent packages 44total releases 1,386most recent commit 6 days agopypi gluoncv} Downloads
Keras Rl ⭐ 5,175
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 4 months agopypi keras-rl} Downloads
Robustvideomatting ⭐ 5,076
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
most recent commit 4 months ago
Topdeeplearning ⭐ 4,901
A list of popular github projects related to deep learning
most recent commit 2 years ago
Augmentor ⭐ 4,705
Image augmentation library in Python for machine learning.
dependent packages 8total releases 22most recent commit 11 days agopypi Augmentor} Downloads
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit a year ago
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit 5 months ago
Hub ⭐ 4,490
Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
dependent packages 1total releases 134most recent commit 15 hours agopypi hub} Downloads
Autogluon ⭐ 4,475
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 580most recent commit 3 days agopypi autogluon.core} Downloads
Machine Learning Mindmap ⭐ 4,400
A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
most recent commit 2 years ago
Pytorch Metric Learning ⭐ 4,285
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 9total releases 184most recent commit 2 months agopypi pytorch-metric-learning} Downloads
Megengine ⭐ 4,235
MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架
most recent commit 2 days ago
Machinelearning ⭐ 4,185
Basic Machine Learning and Deep Learning
most recent commit 8 months ago
Darts ⭐ 4,049
A python library for easy manipulation and forecasting of time series.
dependent packages 5total releases 23most recent commit 21 hours agopypi darts} Downloads
Ignite ⭐ 3,961
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
dependent packages 50total releases 904most recent commit 7 days agopypi pytorch-ignite} Downloads
Learning To Learn ⭐ 3,961
Learning to Learn in TensorFlow
most recent commit 2 years ago
Ai Learn ⭐ 3,947
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 2 years ago
Client ⭐ 3,902
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 207total releases 222most recent commit 20 hours agopypi wandb} Downloads
Dali ⭐ 3,858
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
most recent commit 13 hours ago
Deepface ⭐ 3,813
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
dependent packages 3total releases 74most recent commit 18 hours agopypi deepface} Downloads
Tensorflowonspark ⭐ 3,781
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
total releases 32most recent commit a month ago
Server ⭐ 3,657
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
total releases 45most recent commit 19 hours ago
Hands On Ml Zh ⭐ 3,536
📖 [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】
most recent commit 9 months ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 months ago
Deep Person Reid ⭐ 3,336
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 4 days ago
Adanet ⭐ 3,309
Fast and flexible AutoML with learning guarantees.
total releases 13most recent commit 9 months ago
Datascience ⭐ 3,297
Curated list of Python resources for data science.
most recent commit 7 days ago
Clearml ⭐ 3,168
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
dependent packages 8total releases 72most recent commit 4 days agopypi clearml} Downloads
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