hyperactive

There are 3 repositories under hyperactive topic.

Gradient-Free-Optimizers
SimonBlanke / Gradient-Free-Optimizers
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
optimization gradient-free-optimization bayesian-optimization particle-swarm-optimization evolution-strategies simulated-annealing random-search hill-climbing meta-heuristic machine-learning tree-of-parzen-estimator hyperparameter-optimization blackbox-optimization constrained-optimization nelder-mead hyperactive
Language:Python 1101
Hyperactive
SimonBlanke / Hyperactive
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
hyperparameter-optimization scikit-learn machine-learning python data-science parameter-tuning xgboost keras deep-learning bayesian-optimization parallel-computing neural-architecture-search automated-machine-learning optimization pytorch feature-engineering hyperactive model-selection
Language:Python 487
SimonBlanke / optimization-tutorial
Tutorials for the optimization techniques used in Gradient-Free-Optimizers and Hyperactive.
optimization visualization tutorial hyperparameter-optimization machine-learning gradient-free-optimization hyperactive
Language:Python 17
SimonBlanke / ProgressBoard
Add on for Hyperactive package to visualize progress of optimization run.
dashboard panel hyperparameter-optimization hyperactive visualization
Language:Python 3
SimonBlanke / search-data-collector
Thread safe and atomic data collection into csv-files
data-collection csv hyperactive pandas python
Language:Python 1
SimonBlanke / Surfaces
A collection and visualization of single objective black-box functions for optimization benchmarking.
gradient-free-optimization objective-functions black-box-optimization optimization test-functions python hyperactive
Language:Python 1