model-selection 开源项目推荐（844 个）

EpistasisLab /tpot

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

DistrictDataLabs /yellowbrick

视觉分析和诊断工具，以促进机器学习模型选择。

rorysroes /SGX-Full-OrderBook-Tick-Data-Trading-Strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

balavenkatesh3322 /CV-pretrained-model

一组计算机视觉预训练模型。

DeepWisdom /AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

smartcorelib /smartcore

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

sberbank-ai-lab /LightAutoML

LAMA - automatic model creation framework

alteryx /evalml

EvalML is an AutoML library written in python.

Western-OC2-Lab /AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

cerlymarco /shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

hyperactive-project /Hyperactive

A unified interface for optimization algorithms and experiments

BCG-X-Official /facet

Human-explainable AI.

joshspeagle /dynesty

Dynamic Nested Sampling package for computing Bayesian posteriors and evidences

yzkang /My-Data-Competition-Experience

本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

OnlyTerp /openclaw-optimization-guide

让你的 OpenClaw AI 代理更快、更智能、更便宜。速度优化、内存架构、上下文管理、模型选择和一次性开发指南。

rodrigo-arenas /Sklearn-genetic-opt

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

cabbagecabbage /chatgpt-plus-codex-cn-guide

2026.10.26 更新：ChatGPT Plus 国内订阅教程，涵盖 Gmail 注册、美区 Apple ID 礼品卡充值、Codex 手机号验证与二次验证、接码、CC Switch、中转、性价比对比，以及模型与推理强度选择。

GenseeAI /cognify

Multi-Faceted AI Agent and Workflow Autotuning. Automatically optimizes LangChain, LangGraph, DSPy programs for better quality, lower execution latency, and lower execution cost. Also has a simple agent/workflow framework

WenjieZ /TSCV

Time Series Cross-Validation -- an extension for scikit-learn

EpistasisLab /tpot2

⚠️ DEPRECATED. The work in this repository was merged into the main TPOT project as version 1.0. Please visit the active repository here: https://github.com/EpistasisLab/tpot/tree/main A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.