Pinned repositories
Repositories
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NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
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HPO_for_RL
This is the code of reproducing the results of our paper: On the importance of Hyperparameter Optimization for Model-based Reinforcement Learning
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Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
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auto-sklearn
Automated Machine Learning with scikit-learn
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DACBench
A benchmark library for Dynamic Algorithm Configuration.
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mdp-playground
A python package to design and debug RL agents.
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autoweka
Auto-WEKA
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SMAC3
Sequential Model-based Algorithm Configuration
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trivialaugment
This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies including RandAugment and TrivialAugment.
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AutoDLComp19
AutoDL Competition Scripts 2019
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automl_common
This repository holds shared utilities that AutoML frameworks may benefit from.
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HPOBench
Collection of hyperparameter optimization benchmark problems
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LTO-CMA
Code for the paper "Learning Step-Size Adaptation in CMA-ES"
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learna
End-to-end RNA Design using deep reinforcement learning
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CAVE
Configuration Assessment, Visualization and Evaluation
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ParameterImportance
Parameter Importance Analysis Tool
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SEARL
Sample-Efficient Automated Deep Reinforcement Learning
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HpBandSter
a distributed Hyperband implementation on Steroids
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pybnn
Bayesian neural network package
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