AutoML-Freiburg-Hannover

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197 repositories

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
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Apache License 2.0
•20•78•13•6•Updated Mar 17, 2026Mar 17, 2026
arlbench
Public
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
rl hpo autorl
rl hpo autorl
Python
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Other
•5•28•26•0•Updated Mar 16, 2026Mar 16, 2026
ConfigSpace
Public
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
Python
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Other
•95•219•16•9•Updated Mar 16, 2026Mar 16, 2026
CARP-S
Public
A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.
Jupyter Notebook
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Other
•2•19•51•5•Updated Mar 16, 2026Mar 16, 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
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Apache License 2.0
•14•94•52•1•Updated Mar 16, 2026Mar 16, 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
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Other
•242•1.2k•106•17•Updated Mar 11, 2026Mar 11, 2026
NeuralAttentionSearchLinear
Public
Python
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Other
•0•0•0•0•Updated Mar 10, 2026Mar 10, 2026
autorl-org
Public
The AutoRL.org site
JavaScript
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Apache License 2.0
•1•3•0•0•Updated Mar 9, 2026Mar 9, 2026
TFM-Playground
Public
A Playground for Tabular Foundation Models
Jupyter Notebook
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Apache License 2.0
•22•59•0•9•Updated Mar 5, 2026Mar 5, 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
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Apache License 2.0
•8•115•1•0•Updated Mar 2, 2026Mar 2, 2026
nanoTabPFN
Public
Lightweight and educational reimplementation of TabPFN https://arxiv.org/pdf/2511.03634
Jupyter Notebook
•21•110•1•1•Updated Feb 26, 2026Feb 26, 2026
SyntheticEvolution
Public
RNA Secondary Structure Based Generation of Synthetic Homologous Sequences
C++
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Apache License 2.0
•1•0•1•0•Updated Feb 24, 2026Feb 24, 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
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Other
•1•57•16•2•Updated Feb 24, 2026Feb 24, 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
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Apache License 2.0
•16•35•14•2•Updated Feb 23, 2026Feb 23, 2026
ifBO
Public
In-context Bayesian Optimization
Python
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MIT License
•6•17•0•2•Updated Feb 20, 2026Feb 20, 2026
OptBench
Public
Python
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Other
•1•0•0•0•Updated Feb 16, 2026Feb 16, 2026
DynaBO
Public
Python
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Other
•0•0•0•0•Updated Jan 28, 2026Jan 28, 2026
DEHB
Public
Python
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Apache License 2.0
•18•91•12•2•Updated Jan 27, 2026Jan 27, 2026
Mighty-DACs
Public
Jupyter Notebook
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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
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BSD 3-Clause "New" or "Revised" License
•1.3k•8.1k•200•7•Updated Jan 20, 2026Jan 20, 2026
mo_mf_priors
Public
Python
•
BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Jan 20, 2026Jan 20, 2026
mdp-playground
Public
A python package to design and debug RL agents.
benchmarking benchmark reinforcement-learning
benchmarking benchmark reinforcement-learning testbed
Python
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Apache License 2.0
•7•33•0•3•Updated Jan 15, 2026Jan 15, 2026
nes
Public
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
Python
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Apache License 2.0
•7•33•0•1•Updated Jan 10, 2026Jan 10, 2026
CAVE
Public
[deprecated] Configuration Assessment, Visualization and Evaluation
archived
archived
Python
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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
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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
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Apache License 2.0
•1•4•0•0•Updated Nov 21, 2025Nov 21, 2025
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
•3•19•6•0•Updated Nov 21, 2025Nov 21, 2025
CARL
Public
Benchmarking RL generalization in an interpretable way.
reinforcement-learning generalization
reinforcement-learning generalization
Python
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Apache License 2.0
•21•178•12•1•Updated Nov 20, 2025Nov 20, 2025