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auto-sklearn

Automated Machine Learning with scikit-learn

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

beautiful-visualization-with-r

《R语言数据可视化之美》配套代码

book4_power-of-matrix

Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python工程剖析功能/自我剖析功能

computational_psychometrics

This is the code repo for our book on computational psychometrics

free-programming-books

:books: Freely available programming books

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

lightning

Deep learning framework to train, deploy, and ship AI products Lightning fast.

manim

A community-maintained Python framework for creating mathematical animations.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

mlflow

Open source platform for the machine learning lifecycle

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

optuna

A hyperparameter optimization framework

pyqt-chinese-tutorial

PyQt6中文教程

pyqt-fluent-widgets

A fluent design widgets library based on PyQt5

python-100-days

Python - 100天从新手到大师

pytorch-doc-zh

Pytorch 中文文档

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

pytorchvideo

A deep learning library for video understanding research.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

strategy-identification-application

stylegan2-ada-pytorch

StyleGAN2-ADA - Official PyTorch implementation

stylegan3

Official PyTorch implementation of StyleGAN3

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.