Most popular machine-learning repositories and open source projects

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

metaflow

:rocket: Build and manage real-life data science projects with ease!

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nsfwjs

NSFW detection on the client-side via TensorFlow.js

481   6771   6771  

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gen...

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gorse

An open source recommender system service written in Go

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stanza

Official Stanford NLP Python Library for Many Human Languages

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featuretools

An open source python library for automated feature engineering

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weaviate

Weaviate is an open source vector database that stores both objects an...

389   6688   6688  

Ai-Learn

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...

1634   6659   6659  

angel

A Flexible and Powerful Parameter Server for large-scale machine learn...

1632   6652   6652  

techniques

Techniques for deep learning with satellite & aerial imagery

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cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for...

2105   6567   6567  

SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play...

773   6523   6523  

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have off...

1110   6457   6457  

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

1019   6428   6428  

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machin...

1245   6403   6403  

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with L...

485   6396   6396  

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning P...

1977   6354   6354  

BackgroundMattingV2

Real-Time High-Resolution Background Matting

922   6354   6354  

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN,...

2252   6331   6331  

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

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wandb

🔥 A tool for visualizing and tracking your machine learning experiment...

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machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine le...

1041   6295   6295  

sktime

A unified framework for machine learning with time series

1043   6280   6280  

DeepPavlov

An open source library for deep learning end-to-end dialog systems and...

1120   6265   6265  

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + f...

1853   6259   6259  

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and...

2736   6231   6231  

EasyPR

An easy, flexible, and accurate plate recognition project for Chinese...

2512   6229   6229  

nlp-recipes

Natural Language Processing Best Practices & Examples

898   6159   6159  

BossSensor

Hide screen when boss is approaching.

1107   6149   6149  

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want...

836   6132   6132  

umap

Uniform Manifold Approximation and Projection

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ml5-library

Friendly machine learning for the web! 🤖

902   6111   6111  

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tu...

2104   6097   6097  

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

2451   6093   6093  

swift

Swift for TensorFlow

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darts

A python library for user-friendly forecasting and anomaly detection o...

688   6051   6051  

data-science-blogs

A curated list of data science blogs

1776   6049   6049  

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinf...

1289   6040   6040  

Swift-AI

The Swift machine learning library.

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serving

A flexible, high-performance serving system for machine learning model...

2207   5895   5895  

dowhy

DoWhy is a Python library for causal inference that supports explicit...

833   5874   5874  

Awesome-CoreML-Models

Largest list of models for Core ML (for iOS 11+)

465   5857   5857  

machine-learning-mindmap

A mindmap summarising Machine Learning concepts, from Data Analysis to...

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awesome-machine-learning-on-source-code

Cool links & research papers related to Machine Learning applied to so...

825   5823   5823  

chainer

A flexible framework of neural networks for deep learning

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docs

TensorFlow documentation

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awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

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cleverhans

An adversarial example library for constructing attacks, building defe...

1386   5771   5771  

learning

A log of things I'm learning

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smile

Statistical Machine Intelligence & Learning Engine

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