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

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

Ontology for the description of human clinical features

🦉 Snow Owl Terminology Server - production-ready, scalable, supports FHIR R4, FHIR R5, SNOMED CT International and Extensions, LOINC, ICD-10, dm+d, custom code systems and many others

An automatic ML model optimization tool.

The open-source version of PhenoTips is no longer maintained.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

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

Automatic machine learning for tabular data. ⚡🔥⚡

Phenotype comparison tools using semantic similarity.

PhenoTagger

Bayesian Optimization Hyperband Hyperparameter Optimization

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

loinc2hpo Annotation Data

Flexible Bayesian Optimization in R

Python library for extracting HPO encoded phenotypes from text

Internationalisation of the HPO content

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

Hyperparameters-Optimization

a web application to search and navigate the Human Phenotype Ontology (HPO)