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.

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machin...

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Book5_Essentials-of-Probability-and-Statistics

Book_5_《统计至简》 | 鸢尾花书:从加减乘除到机器学习;上架!

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EliteQuant

A list of online resources for quantitative modeling, trading, portfol...

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Girls-In-AI

免费学代码系列:小白python入门、数据分析data analyst、机器学习machine...

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Andrew-NG-Notes

This is Andrew NG Coursera Handwritten Notes.

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Dreambooth-Stable-Diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way...

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ml-course

Open Machine Learning course

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deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the...

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best_AI_papers_2022

A curated list of the latest breakthroughs in AI (in 2022) by release...

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mlops-course

Learn how to design, develop, deploy and iterate on production-grade M...

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thorough-pytorch

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorou...

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determined

Determined is an open-source machine learning platform that simplifies...

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TensorFlowSharp

TensorFlow API for .NET languages

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awesome-ai-residency

List of AI Residency Programs

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siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorc...

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Awesome-Quant-Machine-Learning-Trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

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alpa

Training and serving large-scale neural networks with auto paralleliza...

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TabPFN

⚡ TabPFN: Foundation Model for Tabular Data ⚡

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mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hy...

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chronos-forecasting

Chronos: Pretrained Models for Probabilistic Time Series Forecasting

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audioFlux

A library for audio and music analysis, feature extraction.

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lazypredict

Lazy Predict help build a lot of basic models without much code and he...

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handong1587.github.io

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opyrator

🪄 Turns your machine learning code into microservices with web API, i...

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igel

a delightful machine learning tool that allows you to train, test, and...

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torchscale

Foundation Architecture for (M)LLMs

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executorch

On-device AI across mobile, embedded and edge for PyTorch

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Data-science-best-resources

Carefully curated resource links for data science in one place

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SDV

Synthetic data generation for tabular data

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xlearn

High performance, easy-to-use, and scalable machine learning (ML) pack...

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docarray

Represent, send, store and search multimodal data

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LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

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dtreeviz

A python library for decision tree visualization and model interpretat...

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ml-glossary

Machine learning glossary

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dm-haiku

JAX-based neural network library

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course22

The fast.ai course notebooks

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minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (p...

476   3043   3043  

shogun

Shōgun

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Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

1317   3037   3037  

awesome-TS-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

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spotlight

Deep recommender models using PyTorch.

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stellargraph

StellarGraph - Machine Learning on Graphs

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awesome-quantum-machine-learning

Here you can get all the Quantum Machine learning Basics, Algorithms ,...

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imgclsmob

Sandbox for training deep learning networks

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awesome-python-data-science

Probably the best curated list of data science software in Python.

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heavydb

HeavyDB (formerly MapD/OmniSciDB)

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sweetviz

Visualize and compare datasets, target values and associations, with o...

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weld

High-performance runtime for data analytics applications

256   3001   3001  

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in...

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keras-vis

Neural network visualization toolkit for keras

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