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GitHub topics: adaptive-experimentation-platform

sgbaird/honegumi

Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.

Language: Jupyter Notebook - Size: 53.9 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 52 - Forks: 7

sparks-baird/crabnet-hyperparameter

Using Bayesian optimization via Ax platform + SAASBO model to simultaneously optimize 23 hyperparameters in 100 iterations (set a new Matbench benchmark).

Language: HTML - Size: 207 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 1

sparks-baird/bayes-opt-particle-packing

Compactness Matters: Improving Bayesian Optimization Efficiency of Materials Formulations through Invariant Search Spaces

Language: HTML - Size: 255 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0

mbiparva/ax-bo-image-classification

Hyperpatameter Bayesian Optimization for Image Classification in PyTorch

Language: Python - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 1