Pinned Repositories
auto-sklearn
Automated Machine Learning with scikit-learn
ConfigSpace
Domain specific language for configuration spaces in Python. Useful for hyperparameter optimization and algorithm configuration.
SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
AdamW-and-SGDW
Fixing Weight Decay Regularization in Adam
ASKL2.0_experiments
automlbenchmark
EC-Bestiary
A bestiary of evolutionary, swarm and other metaphor-based algorithms
HORD
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
OpenML
Open Machine Learning
openml-python
OpenML's Python API for a World of Data and More 💫
mfeurer's Repositories
mfeurer/ASKL2.0_experiments
mfeurer/EC-Bestiary
A bestiary of evolutionary, swarm and other metaphor-based algorithms
mfeurer/HORD
Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates
mfeurer/AdamW-and-SGDW
Fixing Weight Decay Regularization in Adam
mfeurer/automlbenchmark
mfeurer/bads
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
mfeurer/BOCS
Bayesian Optimization of Combinatorial Structures
mfeurer/dcol
The data complexity library, DCoL, is a machine learning software that implements all metrics to characterize the apparent complexity of classification problems. The code is implemented in C++ and can be run on multiple platforms.
mfeurer/docker-codalab-legacy
mfeurer/dtu_mlops
mfeurer/ECML2016
mfeurer/FSBO
Few Shot Bayesian Optimization
mfeurer/hierarchical-kernels
Kernels for Bayesian Optimization in Conditional Parameter Spaces
mfeurer/HPO-B
mfeurer/HPOlibConfigSpace
mfeurer/LatexTemplate
Latex Template for AutoML-Conf
mfeurer/liac-arff
A library for read and write ARFF files in Python
mfeurer/metafeatures
Meta-feature extractor
mfeurer/nbless
Construct, deconstruct, convert, execute, and prepare slides from Jupyter notebooks
mfeurer/NIPS2017
Multi-Information Source Optimization
mfeurer/NUTS
python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011
mfeurer/pc_smac
mfeurer/pySMAC
simple python interface to SMAC.
mfeurer/scikit-learn
scikit-learn: machine learning in Python
mfeurer/scipy
Scipy library main repository
mfeurer/sphinx-gallery
Sphinx extension for automatic generation of an example gallery
mfeurer/survey
An (in-progress) AutoML survey focusing on practical systems.
mfeurer/systematic-metafeatures
Python implementation for systematic generation of metafeatures.
mfeurer/TST