hyperparameter-search topic

List hyperparameter-search repositories

wandb

8.4k
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🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

pbt

164
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25
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Population Based Training (in PyTorch with sqlite3). Status: Unsupported

ray

31.6k
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5.3k
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450
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Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

rl-baselines-zoo

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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.

scikit-optimize

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

SMAC3

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217
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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.

determined

2.9k
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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.