AutoML-Freiburg-Hannover

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190 repositories

arlbench
Public
HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient
rl hpo autorl
Python
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Other
•4•25•23•1•Updated Oct 20, 2025Oct 20, 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•8k•198•6•Updated Oct 18, 2025Oct 18, 2025
neps
Public
Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.
deep-learning hyperparameter-optimization automl neural-architecture-search neural-pipeline-search
Python
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Apache License 2.0
•19•78•13•6•Updated Oct 17, 2025Oct 17, 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•107•16•Updated Oct 16, 2025Oct 16, 2025
TFM-Playground
Public
A Playground for Tabular Foundation Models
Python
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Apache License 2.0
•10•28•0•4•Updated Oct 16, 2025Oct 16, 2025
CARP-S
Public
A Framework for Comparing N Hyperparameter Optimizers on M Benchmarks.
Jupyter Notebook
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Other
•0•17•45•4•Updated Oct 15, 2025Oct 15, 2025
tabularpriors
Public
A python module implementing interfaces for various public tabular priors
Jupyter Notebook
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Apache License 2.0
•1•5•0•1•Updated Oct 15, 2025Oct 15, 2025
DeltaProduct
Public
DeltaProduct is a new linear recurrent neural network architecture that uses products of generalized Householder matrices as state-transition matrices enabling better expressivity, state-tracking, and language modeling performance than DeltaNet.
linear rnn languages regular mamba eigenvalues householder deltanet llm state-tracking
Python
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MIT License
•0•10•0•0•Updated Oct 13, 2025Oct 13, 2025
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 Oct 13, 2025Oct 13, 2025
tabpfn-v1-prior
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Oct 13, 2025Oct 13, 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 Oct 13, 2025Oct 13, 2025
GoLU
Public
GoLU, a novel, self-gated and element-wise activation function that performs well over a diverse set of tasks
Python
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MIT License
•1•19•0•0•Updated Oct 4, 2025Oct 4, 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•215•28•5•Updated Sep 30, 2025Sep 30, 2025
mo_mf_priors
Public
Python
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BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated Sep 25, 2025Sep 25, 2025
DynaBO
Public
Python
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Other
•0•0•0•0•Updated Sep 24, 2025Sep 24, 2025
RNAformer
Public
Scalable Deep Learning for RNA Secondary Structure Prediction
Python
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Apache License 2.0
•10•38•2•0•Updated Sep 23, 2025Sep 23, 2025
SyntheticEvolution
Public
RNA Secondary Structure Based Generation of Synthetic Homologous Sequences
C++
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Apache License 2.0
•1•0•0•0•Updated Sep 23, 2025Sep 23, 2025
PFNs
Public
Our maintained PFN repository. Come here to train SOTA PFNs.
Jupyter Notebook
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Apache License 2.0
•22•112•1•0•Updated Sep 22, 2025Sep 22, 2025
NeuralAttentionSearch
Public
Python
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Other
•0•1•0•0•Updated Sep 19, 2025Sep 19, 2025
hpoglue
Public
HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark
benchmarking machine-learning optimization hyperparameter-optimization hpo automl automated-machine-learning
Python
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BSD 3-Clause "New" or "Revised" License
•0•4•2•0•Updated Sep 19, 2025Sep 19, 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 Sep 19, 2025Sep 19, 2025
PFNs4BO
Public
The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization
Jupyter Notebook
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Apache License 2.0
•5•34•1•0•Updated Sep 18, 2025Sep 18, 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•3•3•0•Updated Sep 15, 2025Sep 15, 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
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•1•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•56•12•2•Updated Aug 8, 2025Aug 8, 2025