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.

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

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aim

Aim 💫 — An easy-to-use & supercharged open-source AI metadata tracker...

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ISLR-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshi...

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orchest

Build data pipelines, the easy way 🛠️

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probability

Probabilistic reasoning and statistical analysis in TensorFlow

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causalml

Uplift modeling and causal inference with machine learning algorithms

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Ad-papers

Papers on Computational Advertising

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fiftyone

The open-source tool for building high-quality datasets and computer v...

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TensorFlowOnSpark

TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

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Production-Level-Deep-Learning

A guideline for building practical production-level deep learning syst...

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python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

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tensorflow-docs

TensorFlow 最新官方文档中文版

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snips-nlu

Snips Python library to extract meaning from text

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teachable-machine-v1

Explore how machine learning works, live in the browser. No coding re...

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seldon-core

An MLOps framework to package, deploy, monitor and manage thousands of...

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datascience

Curated list of Python resources for data science.

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arXivTimes

repository to research & share the machine learning articles

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datasets

TFDS is a collection of datasets ready to use with TensorFlow, Jax, .....

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adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Lear...

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Data-science

Collection of useful data science topics along with articles, videos,...

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deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

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libpostal

A C library for parsing/normalizing street addresses around the world....

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hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下...

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cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

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tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai...

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MachineLearningNotebooks

Python notebooks with ML and deep learning examples with Azure Machine...

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Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Pytho...

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Awesome-Embedded

A curated list of awesome embedded programming.

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start-machine-learning

A complete guide to start and improve in machine learning (ML), artifi...

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gophernotes

The Go kernel for Jupyter notebooks and nteract.

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scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

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flyte

Scalable and flexible workflow orchestration platform that seamlessly...

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Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learning

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olivia

💁‍♀️Your new best friend powered by an artificial neural network

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serve

Serve, optimize and scale PyTorch models in production

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EagleEye

Stalk your Friends. Find their Instagram, FB and Twitter Profiles usin...

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Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Ma...

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gluonts

Probabilistic time series modeling in Python

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mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the...

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adanet

Fast and flexible AutoML with learning guarantees.

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byteps

A high performance and generic framework for distributed DNN training

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ALAE

[CVPR2020] Adversarial Latent Autoencoders

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stylegan2-pytorch

Simplest working implementation of Stylegan2, state of the art generat...

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PromptPapers

Must-read papers on prompt-based tuning for pre-trained language model...

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ArtLine

A Deep Learning based project for creating line art portraits.

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hub

A library for transfer learning by reusing parts of TensorFlow models.

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polyaxon

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycl...

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python-is-cool

Cool Python features for machine learning that I used to be too afraid...

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pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery cou...

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Alink

Alink is the Machine Learning algorithm platform based on Flink, devel...

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