hyperparameter-optimization topic

List hyperparameter-optimization repositories

SMAC3

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SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

sherpa

329
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53
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Hyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.

deep_architect_legacy

144
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20
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DeepArchitect: Automatically Designing and Training Deep Architectures

optuna

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963
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A hyperparameter optimization framework

determined

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346
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Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

randopt

106
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8
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Streamlined machine learning experiment management.

Sklearn-genetic-opt

278
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72
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ML hyperparameters tuning and features selection, using evolutionary algorithms.

FAR-HO

188
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48
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Gradient based hyperparameter optimization & meta-learning package for TensorFlow

scicloj.ml

200
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13
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A Clojure machine learning library

Gradient-Free-Optimizers

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77
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Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.