Popular GitHub Repositories for Hpo

An automatic ML model optimization tool.

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

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.

Automatic machine learning for tabular data. ???

Bayesian Optimization Hyperband Hyperparameter Optimization

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

Python Framework for An Investigation into Unsupervised GNN Learning Environments

AI Diagnosis Assistant for Diagnosing Rare Diseases

A library based on Keras, SMAC and HpBandSter to auto tune autoencoder architectures.

A lightweight framework for benchmarking HPO algorithms

Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models

Thesis about a KNIME component for AutoML in classification tasks. *cries in latex & in knime

Automated Machine Learning Framework for predicting drinking water quality

Machine Learning Hyperparameter Optimization (Grid Search and Random Search)