AutoML-Freiburg-Hannover

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187 repositories

mdp-playground
Public
A python package to design and debug RL agents.
benchmarking benchmark reinforcement-learning testbed
Python
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Apache License 2.0
•7•32•0•3•Updated Sep 9, 2025Sep 9, 2025
PFNs
Public
Our maintained PFN repository. Come here to train SOTA PFNs.
Jupyter Notebook
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Apache License 2.0
•18•103•2•0•Updated Sep 8, 2025Sep 8, 2025
neps
Public
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
hyperparameter-optimization automl neural-architecture-search neural-pipeline-search deep-learning
Python
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Apache License 2.0
•19•77•13•4•Updated Sep 8, 2025Sep 8, 2025
HyperSHAP
Public
HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.
Python
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BSD 3-Clause "New" or "Revised" License
•0•2•5•0•Updated Sep 8, 2025Sep 8, 2025
SMAC3
Public
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
random-forest configuration hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning hyperparameter-search bayesian-optimisation gaussian-process
Python
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Other
•239•1.2k•106•14•Updated Sep 8, 2025Sep 8, 2025
ConfigSpace
Public
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
Python
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Other
•96•214•27•4•Updated Sep 5, 2025Sep 5, 2025
auto-sklearn
Public
Automated Machine Learning with scikit-learn
scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning
Python
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BSD 3-Clause "New" or "Revised" License
•1.3k•7.9k•198•6•Updated Sep 4, 2025Sep 4, 2025
DynaBO
Public
Python
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Other
•0•0•0•0•Updated Sep 4, 2025Sep 4, 2025
CARP-S
Public
A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.
Jupyter Notebook
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Other
•0•17•46•4•Updated Aug 29, 2025Aug 29, 2025
tabularpriors
Public
A python module implementing interfaces for various public tabular priors
Jupyter Notebook
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Apache License 2.0
•0•3•0•0•Updated Aug 28, 2025Aug 28, 2025
arlbench
Public
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
rl hpo autorl
Python
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Other
•2•24•5•0•Updated Aug 28, 2025Aug 28, 2025
RNAinformer
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Aug 23, 2025Aug 23, 2025
autorl-org
Public
The AutoRL.org site
JavaScript
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Apache License 2.0
•1•3•0•0•Updated Aug 22, 2025Aug 22, 2025
DeepCAVE
Public
An interactive framework to visualize and analyze your AutoML process in real-time.
visualization real-time analysis interactive hyperparameters automl sampling-bias iml hyperparameter-importance
Python
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Apache License 2.0
•13•90•52•1•Updated Aug 22, 2025Aug 22, 2025
SyntheticEvolution
Public
RNA Secondary Structure Based Generation of Synthetic Homologous Sequences
C++
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Apache License 2.0
•1•0•0•1•Updated Aug 21, 2025Aug 21, 2025
mo_mf_priors
Public
Python
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BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Aug 21, 2025Aug 21, 2025
ifBO
Public
In-context Bayesian Optimization
Python
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MIT License
•5•17•0•2•Updated Aug 11, 2025Aug 11, 2025
mighty_dr_example
Public
Example for using Mighty in a project
Jupyter Notebook
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Other
•0•0•0•0•Updated Aug 11, 2025Aug 11, 2025
NOSBench
Public
NOSBench-101: Towards Reproducible Neural Optimizer Search
Python
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MIT License
•1•2•0•1•Updated Aug 9, 2025Aug 9, 2025
mighty_project_template
Public template
Template repo for Mighty projects
Python
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Other
•0•0•0•0•Updated Aug 8, 2025Aug 8, 2025
Mighty
Public
The Mighty cRL library you've been looking for! 💪
reinforcement-learning carl contextual-reinforcement-learning dynamic-algorithm-configuration dacbench
Python
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Other
•0•53•12•2•Updated Aug 8, 2025Aug 8, 2025
Mighty-DACs
Public
Python
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Other
•0•0•0•0•Updated Aug 5, 2025Aug 5, 2025
DACBench
Public
A benchmark library for Dynamic Algorithm Configuration.
reinforcement-learning black-box-optimization automl algorithm-configuration reinforcement-learning-environments benchmark
PDDL
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Apache License 2.0
•14•32•11•0•Updated Jul 30, 2025Jul 30, 2025
AutoNNUnet
Public
Python
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Other
•2•9•0•0•Updated Jul 23, 2025Jul 23, 2025
hposuite
Public
A lightweight framework for benchmarking HPO algorithms
benchmarking machine-learning optimization hyperparameter-optimization hpo automl automated-machine-learning
Python
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BSD 3-Clause "New" or "Revised" License
•0•3•6•1•Updated Jul 21, 2025Jul 21, 2025
neps_colab_playground
Public
NePS wrapper code specific to a colab tutorial
Python
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MIT License
•0•1•0•0•Updated Jul 21, 2025Jul 21, 2025
Auto-DSNN
Public
Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298
Python
•34•0•0•0•Updated Jul 17, 2025Jul 17, 2025
llms_feature_engineering_bias
Public
LLMs Feature Engineering Bias
machine-learning tabular-data feature-engineering llm
Python
•1•5•0•0•Updated Jul 15, 2025Jul 15, 2025
OneShotForecastingNAS
Public
Python
•1•1•1•0•Updated Jul 11, 2025Jul 11, 2025
ConfigurableOptimizer
Public
Repo for the Configurable Optimizer project, which aims at searching in the space of one-shot optimizers
Python
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Apache License 2.0
•2•10•34•3•Updated Jul 8, 2025Jul 8, 2025