hyperparameter-optimization topic

List hyperparameter-optimization repositories

MCTS-VS

28
Stars
5
Forks
Watchers

Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"

wandb-offline-sync-hook

49
Stars
4
Forks
Watchers

A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!

QSARtuna

90
Stars
17
Forks
Watchers

QSARtuna: QSAR model building with the optuna framework

neps

44
Stars
11
Forks
Watchers

Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.

Bandit-BO

18
Stars
3
Forks
Watchers

Bayesian Optimization for Categorical and Continuous Inputs

spaceopt

42
Stars
1
Forks
Watchers

Hyperparameter optimization via gradient boosting regression

sigopt-server

33
Stars
5
Forks
Watchers

Open Source version of SigOpt API, performing hyperparameter optimization and visualization

glaucus

28
Stars
14
Forks
Watchers

A general data-flow-based machine learning suit combining auto machine learning and multiple simplified machine learning algorithm for unprofessional data scenitists

tpe

26
Stars
3
Forks
Watchers

A TPE (Tree-structured Parzen Estimator) implementation in Rust