hyperparameter-optimization topic

List hyperparameter-optimization repositories

deep_architect

122
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17
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A general, modular, and programmable architecture search framework

rl-baselines-zoo

1.1k
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205
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A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl-baselines3-zoo

1.8k
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481
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A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

tpot

9.7k
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1.6k
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A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

hyperparameter_hunter

702
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103
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Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

tuneta

383
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63
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Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models

Hyperactive

495
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41
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An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

scikit-optimize

2.7k
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547
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Sequential model-based optimization with a `scipy.optimize` interface

mljar-supervised

3.0k
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389
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Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation