automl repositories

201 repositories

mo_mf_priors
Public
Python
•
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Sep 22, 2026Sep 22, 2026
SyntheticEvolution
Public
RNA Secondary Structure Based Generation of Synthetic Homologous Sequences
C++
•
Apache License 2.0
•1•3•1•3•Updated Sep 22, 2026Sep 22, 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
•19•39•13•2•Updated Sep 22, 2026Sep 22, 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
•245•1.2k•97•15•Updated Sep 22, 2026Sep 22, 2026
CARP-S
Public
A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.
Jupyter Notebook
•
Other
•2•23•42•4•Updated Sep 22, 2026Sep 22, 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•84•8•2•Updated Sep 21, 2026Sep 21, 2026
TFM-Playground
Public
A Playground for Tabular Foundation Models
Jupyter Notebook
•
Apache License 2.0
•29•104•6•3•Updated Sep 19, 2026Sep 19, 2026
nanoTabPFN
Public
Lightweight and educational reimplementation of TabPFN https://arxiv.org/pdf/2511.03634
Jupyter Notebook
•
Apache License 2.0
•36•197•0•2•Updated Sep 18, 2026Sep 18, 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•9•Updated Sep 15, 2026Sep 15, 2026
OptBench
Public
Python
•
Other
•1•0•0•0•Updated Sep 4, 2026Sep 4, 2026
timee
Public
Jupyter Notebook
•
Apache License 2.0
•0•20•2•0•Updated Aug 11, 2026Aug 11, 2026
scan_bench
Public
Python
•
MIT License
•0•0•0•1•Updated Aug 2, 2026Aug 2, 2026
RNAinformer
Public
Python
•
Apache License 2.0
•1•3•0•0•Updated Aug 1, 2026Aug 1, 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
•2•61•19•1•Updated Aug 1, 2026Aug 1, 2026
DynaBO
Public
Python
•
Other
•0•3•0•0•Updated Jul 31, 2026Jul 31, 2026
TabPFN-RTD
Public
Code for predicting algorithm runtime distributions with TabPFN
Python
•1•2•0•0•Updated Jul 30, 2026Jul 30, 2026
ConfigSpace
Public
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
Python
•
Other
•94•226•18•10•Updated Jul 21, 2026Jul 21, 2026
NeuralAttentionSearchLinear
Public
Python
•
Other
•0•1•0•0•Updated Jul 16, 2026Jul 16, 2026
CPR
Public
Constraint Parameter Regularization
Python
•
Apache License 2.0
•3•4•0•0•Updated Jul 14, 2026Jul 14, 2026
MetaPB2
Public
Jupyter Notebook
•
Apache License 2.0
•1•4•0•0•Updated Jul 13, 2026Jul 13, 2026
arlbench
Public
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
rl hpo autorl
rl hpo autorl
Python
•
Other
•5•34•27•1•Updated Jun 16, 2026Jun 16, 2026
RnaBench
Public
A Benchmark Library for RNA
Python
•
Apache License 2.0
•1•10•0•0•Updated Jun 3, 2026Jun 3, 2026
AlphaPFN
Public
Fast Entropy Search via In-context Learning
Python
•
MIT License
•0•3•1•0•Updated Jun 3, 2026Jun 3, 2026
scale_and_warmstart
Public
Python
•
MIT License
•0•0•0•0•Updated May 12, 2026May 12, 2026
autorl-org
Public
The AutoRL.org site
HTML
•
Apache License 2.0
•1•3•0•0•Updated Apr 29, 2026Apr 29, 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
•5•21•6•1•Updated Apr 24, 2026Apr 24, 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•35•0•3•Updated Apr 2, 2026Apr 2, 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
•15•104•52•1•Updated Mar 31, 2026Mar 31, 2026
ifBO
Public
In-context Freeze-Thaw Bayesian Optimization
Python
•
MIT License
•6•20•0•2•Updated Feb 20, 2026Feb 20, 2026
DEHB
Public
Python
•
Apache License 2.0
•16•92•12•1•Updated Jan 27, 2026Jan 27, 2026

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AutoML-Freiburg-Hannover

All

201 repositories

mo_mf_priors

SyntheticEvolution

DACBench

SMAC3

CARP-S

neps

TFM-Playground

nanoTabPFN

auto-sklearn

OptBench

timee

scan_bench

RNAinformer

Mighty

DynaBO

TabPFN-RTD

ConfigSpace

NeuralAttentionSearchLinear

CPR

MetaPB2

arlbench

RnaBench

AlphaPFN

scale_and_warmstart

autorl-org

HyperSHAP

mdp-playground

DeepCAVE

ifBO

DEHB

Repositories list

201 repositories