hpo 开源项目推荐（113 个）

LiYangHart /Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

AgileRL /AgileRL

The complete post-training stack for LLMs, plus RL for any problem. SFT, DPO and multi-turn agentic RL, with evolutionary hyperparameter optimization built in.

Western-OC2-Lab /Intrusion-Detection-System-Using-Machine-Learning

IDS-ML代码：使用机器学习算法开发入侵检测系统（决策树、随机森林、额外树、XGBoost、堆叠、k-means、Bayesian优化..）

obophenotype /human-phenotype-ontology

Ontology for the description of human clinical features

EMI-Group /evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

LGE-ARC-AdvancedAI /auptimizer

An automatic ML model optimization tool.

phenotips /phenotips

The open-source version of PhenoTips is no longer maintained. PhenoTips makes it simple to record clinical findings observed in patients with possible genetic disorders through an easy-to-use Web interface

machinelearningnuremberg /WellTunedSimpleNets

[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

jianzhnie /AutoTabular

Automatic machine learning for tabular data. ⚡🔥⚡

ncbi-nlp /PhenoTagger

PhenoTagger

ytopt-team /ytopt

ytopt: machine-learning-based autotuning and hyperparameter optimization framework using Bayesian Optimization

monarch-initiative /phenopacket-store

Collections of GA4GH phenopackets that represent individuals with Mendelian diseases.

goktug97 /bohb-hpo

Bayesian Optimization Hyperband Hyperparameter Optimization

monarch-initiative /loinc2hpo

Java library to map LOINC-encoded test results to Human Phenotype Ontology

automl /arlbench

HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient

anergictcell /pyhpo

A Python library to work with, analyze, filter and inspect the Human Phenotype Ontology

mlr-org /mlr3mbo

Flexible Bayesian Optimization in R

TheJacksonLaboratory /loinc2hpoAnnotation

loinc2hpo Annotation Data

iamkoehler /HPO-translations

Internationalisation of the HPO content

machinelearningnuremberg /DPL

[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.