Most popular machine-learning repositories and open source projects

awesome-quant

中国的Quant相关资源索引

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course-nlp

A Code-First Introduction to NLP course

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tensorwatch

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

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NN-SVG

Publication-ready NN-architecture schematics.

407   3265   3265  

evidently

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

357   3253   3253  

Machine-Learning-Notes

周志华《机器学习》手推笔记

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cuml

cuML - RAPIDS Machine Learning Library

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Awesome-Geospatial

Long list of geospatial tools and resources

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tablesaw

Java dataframe and visualization library

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coremltools

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

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GPU-Puzzles

Solve puzzles. Learn CUDA.

128   3166   3166  

pipelines

Machine Learning Pipelines for Kubeflow

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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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catalyst

Accelerated deep learning R&D

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marqo

Vector search for humans.

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face.evoLVe

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

743   3140   3140  

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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reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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dm_control

DeepMind's software stack for physics-based simulation and Reinforceme...

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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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LSTM-Human-Activity-Recognition

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

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hummingbird

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

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TensorFlowSharp

TensorFlow API for .NET languages

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ml-workspace

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

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deep-learning-papers

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

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ploomber

The fastest ⚡️ way to build data pipelines. Develop iteratively, deplo...

210   3088   3088  

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for comp...

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lit

The Learning Interpretability Tool: Interactively analyze ML models to...

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djl

An Engine-Agnostic Deep Learning Framework in Java

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Reco-papers

Classic papers and resources on recommendation

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composer

Train neural networks up to 7x faster

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nlp-roadmap

ROADMAP(Mind Map) and KEYWORD for students those who have interest in...

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igel

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

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xlearn

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

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awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

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neural_prophet

NeuralProphet: A simple forecasting package

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pytorch-forecasting

Time series forecasting with PyTorch

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LiteratureDL4Graph

A comprehensive collection of recent papers on graph deep learning

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vectorbt

Find your trading edge, using the fastest engine for backtesting, algo...

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keras-vis

Neural network visualization toolkit for keras

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shogun

Shōgun

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cleanrl

High-quality single file implementation of Deep Reinforcement Learning...

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weld

High-performance runtime for data analytics applications

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Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

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practicalAI-cn

AI实战-practicalAI 中文版

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deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepc...

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best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release...

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