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The Top 495 Python Deep Learning Data Science Open Source Projects

Categories > Data Processing > Data Science
Categories > Machine Learning > Deep Learning
Keras ⭐ 55,262
Deep Learning for humans
dependent packages 879total releases 53most recent commit 16 hours agopypi Keras} Downloads
Madewithml ⭐ 30,046
Learn how to responsibly deliver value with ML.
total releases 5most recent commit 12 days ago
Spacy ⭐ 23,438
💫 Industrial-strength Natural Language Processing (NLP) in Python
dependent packages 794total releases 194most recent commit 14 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 2 months ago
Ray ⭐ 20,595
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 14 hours agopypi ray} Downloads
Streamlit ⭐ 19,090
Streamlit — The fastest way to build data apps in Python
dependent packages 351total releases 159most recent commit 14 hours agopypi streamlit} Downloads
Pytorch Lightning ⭐ 18,515
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
dependent packages 352total releases 209most recent commit 14 hours agopypi pytorch-lightning} Downloads
Fastbook ⭐ 14,903
The fastai book, published as Jupyter Notebooks
total releases 23most recent commit 21 days ago
D2l En ⭐ 13,488
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
Recommenders ⭐ 13,178
Best Practices on Recommendation Systems
dependent packages 2total releases 10most recent commit 5 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 a month ago
Nni ⭐ 11,498
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 14 hours agopypi nni} Downloads
Allennlp ⭐ 10,980
An open-source NLP research library, built on PyTorch.
dependent packages 61total releases 263most recent commit 16 days agopypi allennlp} Downloads
Best Of Ml Python ⭐ 9,571
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 6 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
Pandas Profiling ⭐ 8,987
Create HTML profiling reports from pandas DataFrame objects
dependent packages 78total releases 29most recent commit a day agopypi pandas-profiling} Downloads
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Ludwig ⭐ 8,311
Data-centric declarative deep learning framework
dependent packages 3total releases 23most recent commit a day agopypi ludwig} Downloads
Gradio ⭐ 7,103
Create UIs for your machine learning model in Python in 3 minutes
dependent packages 17total releases 263most recent commit 17 hours agopypi gradio} Downloads
Machine_learning_examples ⭐ 6,753
A collection of machine learning examples and tutorials.
most recent commit 2 days ago
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
H2o 3 ⭐ 5,828
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 14 hours ago
Pyod ⭐ 5,623
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
dependent packages 29total releases 79most recent commit 12 days agopypi pyod} Downloads
Hub ⭐ 4,531
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 14 hours agopypi hub} Downloads
Autogluon ⭐ 4,504
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 580most recent commit 19 hours agopypi autogluon.core} Downloads
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 ⭐ 3,912
🔥 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 14 hours agopypi wandb} Downloads
Datascience ⭐ 3,310
Curated list of Python resources for data science.
most recent commit 15 hours ago
Interviews.ai ⭐ 3,146
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
most recent commit 4 months ago
Polyaxon ⭐ 3,094
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
dependent packages 9total releases 324most recent commit 2 days agopypi polyaxon} Downloads
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
total releases 14most recent commit a year ago
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
most recent commit 3 years ago
Ml Glossary ⭐ 2,517
Machine learning glossary
most recent commit a day ago
Machine_learning_complete ⭐ 2,431
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 12 days ago
Stellargraph ⭐ 2,327
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 2 months agopypi stellargraph} Downloads
Ml Workspace ⭐ 2,294
🛠 All-in-one web-based IDE specialized for machine learning and data science.
most recent commit 6 months ago
Zenml ⭐ 1,995
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
most recent commit 15 hours ago
Pytorch Forecasting ⭐ 1,972
Time series forecasting with PyTorch
dependent packages 4total releases 31most recent commit 2 days agopypi pytorch-forecasting} Downloads
Awesome Community Detection ⭐ 1,938
A curated list of community detection research papers with implementations.
most recent commit 3 months ago
Flaml ⭐ 1,866
A fast library for AutoML and tuning.
dependent packages 3total releases 59most recent commit 2 days agopypi FLAML} Downloads
Benchm Ml ⭐ 1,766
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
most recent commit 3 years ago
Determined ⭐ 1,707
Determined: Deep Learning Training Platform
dependent packages 1total releases 221most recent commit 14 hours ago
Codesearchnet ⭐ 1,548
Datasets, tools, and benchmarks for representation learning of code.
most recent commit 4 months ago
Deepchecks ⭐ 1,518
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
total releases 31most recent commit 15 hours ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 2total releases 78most recent commit 3 years agopypi auto_ml} Downloads
H2o Tutorials ⭐ 1,380
Tutorials and training material for the H2O Machine Learning Platform
most recent commit 2 months ago
Dltk ⭐ 1,293
Deep Learning Toolkit for Medical Image Analysis
most recent commit 4 months ago
Cracking The Data Science Interview ⭐ 1,291
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
most recent commit 6 months ago
Fiftyone ⭐ 1,290
The open-source tool for building high-quality datasets and computer vision models
dependent packages 2total releases 28most recent commit a day agopypi fiftyone-desktop} Downloads
Mlbox ⭐ 1,282
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit 4 months ago
Awesome Python Data Science ⭐ 1,270
Probably the best curated list of data science software in Python.
most recent commit 3 months ago
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
most recent commit a year ago
Pycm ⭐ 1,231
Multi-class confusion matrix library in Python
dependent packages 8total releases 39most recent commit a month agopypi pycm} Downloads
Hyperlearn ⭐ 1,226
Waiting hours for a future prediction is unacceptable. Hyperlearn makes AI and ML algorithms 50% faster, use 90% less memory and doesn't require you to use new hardware! ML Algorithms like PCA, Linear Regression, NMF are all faster!
most recent commit 6 months ago
Awesome Fraud Detection Papers ⭐ 1,076
A curated list of data mining papers about fraud detection.
most recent commit 3 months ago
Awesome Google Colab ⭐ 1,055
Google Colaboratory Notebooks and Repositories (by @firmai)
most recent commit 3 months ago
Deeplearning Mindmap ⭐ 1,050
A mindmap summarising Deep Learning concepts.
most recent commit 3 years ago
Tensorflow_object_counting_api ⭐ 1,023
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
most recent commit 8 months ago
Skater ⭐ 1,013
Python Library for Model Interpretation/Explanations
total releases 23most recent commit 3 months ago
Machine Learning With Python ⭐ 997
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
most recent commit 2 months ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Yt Channels Ds Ai Ml Cs ⭐ 980
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
most recent commit 5 months ago
Autodl ⭐ 944
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
total releases 2most recent commit 3 months ago
Uncertainty Baselines ⭐ 917
High-quality implementations of standard and SOTA methods on a variety of tasks.
total releases 6most recent commit 14 hours ago
Metrics ⭐ 863
Machine learning metrics for distributed, scalable PyTorch applications.
dependent packages 95total releases 37most recent commit 14 hours agopypi torchmetrics} Downloads
Diffgram ⭐ 844
Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.
most recent commit a day ago
Deep_learning_and_the_game_of_go ⭐ 794
Code and other material for the book "Deep Learning and the Game of Go"
total releases 2most recent commit 3 months ago
Nannyml ⭐ 777
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
total releases 5most recent commit a day ago
Alphapy ⭐ 758
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
total releases 25most recent commit a month ago
Notes ⭐ 754
Notes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
most recent commit 4 months ago
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
most recent commit 2 years ago
Tutorials ⭐ 703
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
most recent commit 13 days ago
Vehicle_counting_tensorflow ⭐ 643
🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.
most recent commit 8 months ago
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
dependent packages 1total releases 16most recent commit a year agopypi hyperparameter-hunter} Downloads
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
most recent commit a year ago
Dist Keras ⭐ 611
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
total releases 2most recent commit 4 years ago
Caer ⭐ 554
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 1total releases 119most recent commit 7 months agopypi caer} Downloads
Keras Mmoe ⭐ 529
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
most recent commit 3 months ago
Poutyne ⭐ 519
A simplified framework and utilities for PyTorch
most recent commit a month ago
Food Recipe Cnn ⭐ 502
food image to recipe with deep convolutional neural networks.
most recent commit 2 months ago
Andrew Ng Notes ⭐ 466
This is Andrew NG Coursera Handwritten Notes.
most recent commit 3 months ago
Traceml ⭐ 441
Engine for ML/Data tracking, visualization, dashboards, and model UI for Polyaxon.
dependent packages 2total releases 11most recent commit 3 days agopypi traceml} Downloads
Code_search ⭐ 415
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
most recent commit 2 years ago
Csinva.github.io ⭐ 406
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
most recent commit 11 days ago
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 3 years ago
Awesome Conformal Prediction ⭐ 398
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.
most recent commit a day ago
Hyperactive ⭐ 397
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 3total releases 66most recent commit 5 days agopypi hyperactive} Downloads
Genrl ⭐ 375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
total releases 4most recent commit 2 months ago
Carefree Learn ⭐ 361
Deep Learning ❤️ PyTorch
total releases 21most recent commit 2 days ago
Courses ⭐ 348
Quiz & Assignment of Coursera
most recent commit 2 years ago
Datmo ⭐ 322
Open source production model management tool for data scientists
total releases 41most recent commit 2 years ago
Sklearn Evaluation ⭐ 322
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
total releases 20most recent commit a month ago
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
most recent commit a year ago
Datascience_course ⭐ 289
Curso de Data Science em Português
most recent commit 2 years ago
Best Data Science Resources ⭐ 282
This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.
most recent commit a year ago
Ml Workspace ⭐ 276
Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available
most recent commit 9 months ago
Emotion Classification From Audio Files ⭐ 273
Understanding emotions from audio files using neural networks and multiple datasets.
most recent commit 2 months ago
Atlas ⭐ 273
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
most recent commit a year ago
My Data Competition Experience ⭐ 271
本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢
most recent commit a year ago
Artificio ⭐ 269
Deep Learning Computer Vision Algorithms for Real-World Use
most recent commit 3 years ago
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