hyperparameter-optimization topic
MCTS-VS
Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"
wandb-offline-sync-hook
A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!
QSARtuna
QSARtuna: QSAR model building with the optuna framework
neps
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
Bandit-BO
Bayesian Optimization for Categorical and Continuous Inputs
iOpt
Framework of intelligent optimization methods iOpt
spaceopt
Hyperparameter optimization via gradient boosting regression
sigopt-server
Open Source version of SigOpt API, performing hyperparameter optimization and visualization
glaucus
A general data-flow-based machine learning suit combining auto machine learning and multiple simplified machine learning algorithm for unprofessional data scenitists
tpe
A TPE (Tree-structured Parzen Estimator) implementation in Rust