frank-hutter

University of Freiburg Freiburg, Germany

Pinned Repositories

AutoMLLecture
Lecture on Automated Machine Learning
Language:TeX74 8 2421
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
Language:Python2.4k 47 254289
awesome-transformer-search
A curated list of awesome resources combining Transformers with Neural Architecture Search
262 9 228
HPOBench
Collection of hyperparameter optimization benchmark problems
Language:Python141 13 6036
RoBO
RoBO: a Robust Bayesian Optimization framework
Language:Python484 42 58133
TabPFN
Official implementation of the TabPFN paper (https://arxiv.org/abs/2207.01848) and the tabpfn package.
Language:Python1.3k 16 83113
trivialaugment
This is the official implementation of TrivialAugment and a mini-library for the application of multiple image augmentation strategies including RandAugment and TrivialAugment.
Language:Python153 13 926
fanova
Functional ANOVA
Language:Java27 3 056
LatexTemplate
Latex Template for AutoML-Conf
Language:TeX0 0 00
SMAC
Java Implementation of Sequential Model-based Algorithm Configuration
Language:Java0 1 00

frank-hutter's Repositories

frank-hutter/fanova
Functional ANOVA
Language:Java27 3 056
frank-hutter/LatexTemplate
Latex Template for AutoML-Conf
Language:TeX0 0 00
frank-hutter/SMAC
Java Implementation of Sequential Model-based Algorithm Configuration
Language:Java0 1 00