All

197 repositories

TFM-Playground
Public
A Playground for Tabular Foundation Models
Jupyter Notebook
•
Apache License 2.0
•22•68•0•4•Updated Apr 13, 2026Apr 13, 2026
ConfigSpace
Public
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
Python
•
Other
•95•221•16•9•Updated Apr 13, 2026Apr 13, 2026
SMAC3
Public
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
random-forest configuration hyperparameter-optimization
random-forest configuration hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning hyperparameter-search bayesian-optimisation gaussian-process
Python
•
Other
•241•1.2k•105•15•Updated Apr 10, 2026Apr 10, 2026
autorl-org
Public
The AutoRL.org site
JavaScript
•
Apache License 2.0
•1•3•0•0•Updated Apr 10, 2026Apr 10, 2026
HyperSHAP
Public
HyperSHAP is a holistic framework for explaining hyperparameter optimization based on Shapley values and interactions.
Python
•
BSD 3-Clause "New" or "Revised" License
•4•20•5•1•Updated Apr 9, 2026Apr 9, 2026
mdp-playground
Public
A python package to design and debug RL agents.
benchmarking benchmark reinforcement-learning
benchmarking benchmark reinforcement-learning testbed
Python
•
Apache License 2.0
•7•33•0•3•Updated Apr 2, 2026Apr 2, 2026
Mighty
Public
The Mighty cRL library you've been looking for! :muscle:
reinforcement-learning carl contextual-reinforcement-learning
reinforcement-learning carl contextual-reinforcement-learning dynamic-algorithm-configuration dacbench
Python
•
BSD 3-Clause "New" or "Revised" License
•1•58•16•1•Updated Apr 2, 2026Apr 2, 2026
DynaBO
Public
Python
•
Other
•0•2•0•0•Updated Mar 31, 2026Mar 31, 2026
DeepCAVE
Public
An interactive framework to visualize and analyze your AutoML process in real-time.
visualization real-time analysis
visualization real-time analysis interactive hyperparameters automl sampling-bias iml hyperparameter-importance
Python
•
Apache License 2.0
•14•95•52•1•Updated Mar 31, 2026Mar 31, 2026
CARP-S
Public
A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.
Jupyter Notebook
•
Other
•2•19•51•5•Updated Mar 29, 2026Mar 29, 2026
DACBench
Public
A benchmark library for Dynamic Algorithm Configuration.
benchmark reinforcement-learning black-box-optimization
benchmark reinforcement-learning black-box-optimization automl algorithm-configuration reinforcement-learning-environments
PDDL
•
Apache License 2.0
•16•35•14•2•Updated Mar 26, 2026Mar 26, 2026
neps
Public
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
deep-learning hyperparameter-optimization automl
deep-learning hyperparameter-optimization automl neural-architecture-search neural-pipeline-search
Python
•
Apache License 2.0
•20•78•13•2•Updated Mar 25, 2026Mar 25, 2026
arlbench
Public
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
rl hpo autorl
rl hpo autorl
Python
•
Other
•5•30•27•0•Updated Mar 16, 2026Mar 16, 2026
NeuralAttentionSearchLinear
Public
Python
•
Other
•0•0•0•0•Updated Mar 10, 2026Mar 10, 2026
promptolution
Public
A unified, modular Framework for Prompt Optimization
prompt prompt-tuning llm
prompt prompt-tuning llm prompt-engineering prompt-optimization automated-prompt-engineering automated-prompt-optimization
Python
•
Apache License 2.0
•9•126•1•0•Updated Mar 2, 2026Mar 2, 2026
nanoTabPFN
Public
Lightweight and educational reimplementation of TabPFN https://arxiv.org/pdf/2511.03634
Jupyter Notebook
•24•129•1•1•Updated Feb 26, 2026Feb 26, 2026
SyntheticEvolution
Public
RNA Secondary Structure Based Generation of Synthetic Homologous Sequences
C++
•
Apache License 2.0
•1•0•1•0•Updated Feb 24, 2026Feb 24, 2026
ifBO
Public
In-context Bayesian Optimization
Python
•
MIT License
•6•17•0•2•Updated Feb 20, 2026Feb 20, 2026
OptBench
Public
Python
•
Other
•1•0•0•0•Updated Feb 16, 2026Feb 16, 2026
DEHB
Public
Python
•
Apache License 2.0
•18•91•12•2•Updated Jan 27, 2026Jan 27, 2026
Mighty-DACs
Public
Jupyter Notebook
•
Other
•0•0•0•0•Updated Jan 23, 2026Jan 23, 2026
neps_spaces_experiments
Public
0•0•0•0•Updated Jan 22, 2026Jan 22, 2026
auto-sklearn
Public
Automated Machine Learning with scikit-learn
scikit-learn hyperparameter-optimization bayesian-optimization
scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning
Python
•
BSD 3-Clause "New" or "Revised" License
•1.3k•8.1k•200•8•Updated Jan 20, 2026Jan 20, 2026
mo_mf_priors
Public
Python
•
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Jan 20, 2026Jan 20, 2026
nes
Public
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
Python
•
Apache License 2.0
•7•35•0•1•Updated Jan 10, 2026Jan 10, 2026
CAVE
Public
[deprecated] Configuration Assessment, Visualization and Evaluation
archived
archived
Python
•
BSD 3-Clause "New" or "Revised" License
•13•46•21•2•Updated Jan 6, 2026Jan 6, 2026
tabularpriors
Public archive
A python module implementing interfaces for various public tabular priors
Jupyter Notebook
•
Apache License 2.0
•2•13•0•0•Updated Dec 28, 2025Dec 28, 2025
hposuite
Public
A lightweight framework for benchmarking HPO algorithms
benchmarking machine-learning optimization
benchmarking machine-learning optimization hyperparameter-optimization hpo automl automated-machine-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•0•3•6•1•Updated Nov 25, 2025Nov 25, 2025
MetaPB2
Public
Jupyter Notebook
•
Apache License 2.0
•1•4•0•0•Updated Nov 21, 2025Nov 21, 2025
CARL
Public
Benchmarking RL generalization in an interpretable way.
reinforcement-learning generalization
reinforcement-learning generalization
Python
•
Apache License 2.0
•22•178•13•2•Updated Nov 20, 2025Nov 20, 2025

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AutoML-Freiburg-Hannover

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All

197 repositories

TFM-Playground

ConfigSpace

SMAC3

autorl-org

HyperSHAP

mdp-playground

Mighty

DynaBO

DeepCAVE

CARP-S

DACBench

neps

arlbench

NeuralAttentionSearchLinear

promptolution

nanoTabPFN

SyntheticEvolution

ifBO

OptBench

DEHB

Mighty-DACs

neps_spaces_experiments

auto-sklearn

mo_mf_priors

nes

CAVE

tabularpriors

hposuite

MetaPB2

CARL

All

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Repositories list

197 repositories