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The Top 523 Python Deep Learning Data Science Open Source Projects on Github

Categories > Data Processing > Data Science
Categories > Machine Learning > Deep Learning
Keras ⭐ 52,934
Deep Learning for humans
Madewithml ⭐ 28,992
Learn how to responsibly deliver value with ML.
Spacy ⭐ 21,555
💫 Industrial-strength Natural Language Processing (NLP) in Python
Data Science Ipython Notebooks ⭐ 21,061
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.
Ray ⭐ 17,848
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.
Streamlit ⭐ 16,303
Streamlit — The fastest way to build data apps in Python
Pytorch Lightning ⭐ 15,782
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Fastbook ⭐ 13,649
The fastai book, published as Jupyter Notebooks
Awesome Pytorch List ⭐ 11,778
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Recommenders ⭐ 11,501
Best Practices on Recommendation Systems
D2l En ⭐ 11,249
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 200 universities.
Dive Into Machine Learning ⭐ 10,750
Dive into Machine Learning with Python Jupyter notebook and scikit-learn!
Allennlp ⭐ 10,571
An open-source NLP research library, built on PyTorch.
Nni ⭐ 10,407
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Tflearn ⭐ 9,512
Deep learning library featuring a higher-level API for TensorFlow.
Pandas Profiling ⭐ 8,133
Create HTML profiling reports from pandas DataFrame objects
Computervision Recipes ⭐ 8,114
Best Practices, code samples, and documentation for Computer Vision.
Machine_learning_examples ⭐ 6,344
A collection of machine learning examples and tutorials.
Python Machine Learning Book 2nd Edition ⭐ 5,944
The "Python Machine Learning (2nd edition)" book code repository and info resource
Best Of Ml Python ⭐ 5,836
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
H2o 3 ⭐ 5,573
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.
Pyod ⭐ 4,942
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
Metaflow ⭐ 4,790
🚀 Build and manage real-life data science projects with ease!
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：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch 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
Gradio ⭐ 3,794
Create UIs for your machine learning model in Python in 3 minutes
Autogluon ⭐ 3,713
AutoGluon: AutoML for Text, Image, and Tabular Data
Hub ⭐ 3,600
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
Tensorwatch ⭐ 3,068
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Polyaxon ⭐ 2,928
Machine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
Datascience ⭐ 2,834
Curated list of Python resources for data science.
Deep Learning Book ⭐ 2,650
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
Ml Glossary ⭐ 2,257
Machine learning glossary
Ml Workspace ⭐ 2,232
🛠 All-in-one web-based IDE specialized for machine learning and data science.
Stellargraph ⭐ 2,160
StellarGraph - Machine Learning on Graphs
Awesome Community Detection ⭐ 1,801
A curated list of community detection research papers with implementations.
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.).
Flaml ⭐ 1,506
A fast and lightweight AutoML library.
Codesearchnet ⭐ 1,446
Datasets, tools, and benchmarks for representation learning of code.
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
Pytorch Forecasting ⭐ 1,427
Time series forecasting with PyTorch
H2o Tutorials ⭐ 1,305
Tutorials and training material for the H2O Machine Learning Platform
Data Science Best Resources ⭐ 1,258
Carefully curated resource links for data science in one place
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Hyperlearn ⭐ 1,219
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!
My Journey In The Data Science World ⭐ 1,175
📢 Ready to learn or review your knowledge!
Pycm ⭐ 1,160
Multi-class confusion matrix library in Python
Dltk ⭐ 1,129
Deep Learning Toolkit for Medical Image Analysis
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!
Awesome Python Data Science ⭐ 992
Probably the best curated list of data science software in Python.
Awesome Fraud Detection Papers ⭐ 974
A curated list of data mining papers about fraud detection.
Skater ⭐ 973
Python Library for Model Interpretation/Explanations
Yt Channels Ds Ai Ml Cs ⭐ 929
A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
Machine Learning With Python ⭐ 869
Small scale machine learning projects to understand the core concepts . Give a Star 🌟If it helps you. BONUS: Interview Bank coming up..!
Autodl ⭐ 819
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
Deep_learning_and_the_game_of_go ⭐ 701
Code and other material for the book "Deep Learning and the Game of Go"
Fiftyone ⭐ 693
The open-source tool for building high-quality datasets and computer vision models
Uncertainty Baselines ⭐ 668
High-quality implementations of standard and SOTA methods on a variety of tasks.
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.
Alphapy ⭐ 641
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Hyperparameter_hunter ⭐ 635
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Fastai2 ⭐ 630
Temporary home for fastai v2 while it's being developed
Dist Keras ⭐ 611
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
Caer ⭐ 554
High-performance Vision library in Python. Scale your research, not boilerplate.
Cracking The Data Science Interview ⭐ 530
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Metrics ⭐ 523
Machine learning metrics for distributed, scalable PyTorch applications.
Diffgram ⭐ 507
Complete training data platform for machine learning delivered as a single application.
Poutyne ⭐ 495
A simplified framework and utilities for PyTorch
Keras Mmoe ⭐ 470
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
Code_search ⭐ 415
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
Csinva.github.io ⭐ 384
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
Genrl ⭐ 360
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Carefree Learn ⭐ 353
Deep Learning ❤️ PyTorch
Courses ⭐ 348
Quiz & Assignment of Coursera
Datmo ⭐ 322
Open source production model management tool for data scientists
Open Solution Mapping Challenge ⭐ 316
Open solution to the Mapping Challenge 🌎
Sklearn Evaluation ⭐ 315
Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.
Hyperactive ⭐ 310
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
Sagify ⭐ 309
MLOps for AWS SageMaker. www.sagifyml.com
Datascience_course ⭐ 289
Curso de Data Science em Português
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.
Ml Workspace ⭐ 276
Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available
Atlas ⭐ 273
An Open Source, Self-Hosted Platform For Applied Deep Learning Development
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
Tutorials ⭐ 270
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
Artificio ⭐ 269
Deep Learning Computer Vision Algorithms for Real-World Use
Ntm One Shot Tf ⭐ 237
One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow
Awesome Python Data Science Books ⭐ 236
Probably the best curated list of data science books in Python
Emotion Classification From Audio Files ⭐ 235
Understanding emotions from audio files using neural networks and multiple datasets.
Ml Auto Baseball Pitching Overlay ⭐ 218
⚾🤖⚾ Automatic baseball pitching overlay in realtime
Learningx ⭐ 213
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
My Awesome Ai Bookmarks ⭐ 210
Curated list of my reads, implementations and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.
Cardio ⭐ 195
CardIO is a library for data science research of heart signals
Darwinexlabs ⭐ 192
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
Maze ⭐ 191
Maze Applied Reinforcement Learning Framework
Mlnotify ⭐ 190
🔔 No need to keep checking your training - just one import line and you'll know the second it's done.
Observations ⭐ 182
Tools for loading standard data sets in machine learning
Neptune Client ⭐ 174
Neptune client library - integrate your Python scripts with Neptune
Deep Spying ⭐ 173
Spying using Smartwatch and Deep Learning
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