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.

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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Machine-Learning-Notes

周志华《机器学习》手推笔记

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polyaxon

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

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tablesaw

Java dataframe and visualization library

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Data-Science-Roadmap

Data Science Roadmap from A to Z

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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...

362   3561   3561  

Mathematics-for-ML

🧮 A collection of resources to learn mathematics for machine learnin...

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ALAE

[CVPR2020] Adversarial Latent Autoencoders

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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...

511   3502   3502  

face.evoLVe

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorc...

758   3491   3491  

ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data s...

457   3476   3476  

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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tensorwatch

Debugging, monitoring and visualization for Python Machine Learning an...

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PromptPapers

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

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awesome-robotic-tooling

Tooling for professional robotic development in C++ and Python with a...

501   3388   3388  

LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sens...

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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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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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course-nlp

A Code-First Introduction to NLP course

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neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

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picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

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AI_Tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推...

497   3304   3304  

evidently

Evaluate and monitor ML models from validation to production. Join our...

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cuml

cuML - RAPIDS Machine Learning Library

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Dreambooth-Stable-Diffusion

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

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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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coremltools

Core ML tools contain supporting tools for Core ML model conversion, e...

493   3187   3187  

Machine-Learning-with-Python

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

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GPU-Puzzles

Solve puzzles. Learn CUDA.

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pipelines

Machine Learning Pipelines for Kubeflow

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catalyst

Accelerated deep learning R&D

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awesome-ai-residency

List of AI Residency Programs

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marqo

Vector search for humans.

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pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

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PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representa...

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handong1587.github.io

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mljar-supervised

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

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reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

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ML-Notebooks

:fire: Machine Learning Notebooks

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igel

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

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hummingbird

Hummingbird compiles trained ML models into tensor computation for fas...

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