AutoML-Freiburg-Hannover's repositories
auto-sklearn
Automated Machine Learning with scikit-learn
ConfigSpace
Domain specific language for configuration spaces in Python/Cython. Useful for hyperparameter optimization and algorithm configuration.
zero-shot-automl-with-pretrained-models
Official repository for the paper "Zero-Shot AutoML with Pretrained Models"
mf-prior-bench
A collection of multi-fidelity benchmarks with first class support for user priors
hydra-smac-sweeper
Sweeper plugin based on SMAC for Hydra.
autorl-org
The AutoRL.org site
hydra_tutorial
AutoML Fall School 23
learna_tools
A command line interface to the generative RNA design approaches LEARNA, Meta-LEARNA, Meta-LEARNA-Adapt and libLEARNA.
CPR
Constraint Parameter Regularization
dmlr-iclr24-datasets-for-benchmarking
Code and results accompanying the DMLR@ICLR'24 paper "Towards Quantifying the Effect of Datasets for Benchmarking: A Look at Tabular Machine Learning"
interactive-mo-ml
Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning