Pinned Repositories
Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
auto-sklearn
Automated Machine Learning with scikit-learn
autoweka
Auto-WEKA
awesome-transformer-search
A curated list of awesome resources combining Transformers with Neural Architecture Search
HpBandSter
a distributed Hyperband implementation on Steroids
HPOBench
Collection of hyperparameter optimization benchmark problems
NASLib
NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
RoBO
RoBO: a Robust Bayesian Optimization framework
SMAC3
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
TransformersCanDoBayesianInference
Official Implementation of "Transformers Can Do Bayesian Inference", the PFN paper
AutoML-Freiburg-Hannover's Repositories
automl/autoweka
Auto-WEKA
automl/pybnn
Bayesian neural network package
automl/ParameterImportance
Parameter Importance Analysis Tool
automl/HPOlib1.5
automl/learna
End-to-end RNA Design using deep reinforcement learning
automl/BOAH
BOAH: Bayesian Optimization & Analysis of Hyperparameters
automl/nasbench-1shot1
automl/CAVE
[deprecated] Configuration Assessment, Visualization and Evaluation
automl/SEARL
Sample-Efficient Automated Deep Reinforcement Learning
automl/DE-NAS
automl/nas-bench-x11
automl/transfer-hpo-framework
Code accompanying https://arxiv.org/abs/1802.02219
automl/TempoRL
automl/HPO_for_RL
This is the code of reproducing the results of our paper: On the importance of Hyperparameter Optimization for Model-based Reinforcement Learning
automl/Squirrel-Optimizer-BBO-NeurIPS20-automlorg
automl/GenericWrapper4AC
automl/ASKL2.0_experiments
automl/TabularTempoRL
Code for the paper "Towards TempoRL: Learning When to Act"
automl/metassl
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
automl/SPaCE
automl/dac4automlcomp
DAC4AutoML Competition
automl/DAC4SGD
automl/DAC4RL
DAC4RL track of DAC4AutoML competition at AutoML Conf
automl/ICGen
Image Classification Dataset Generator
automl/2022_JAIR_DAC_experiments
automl/automlbenchmark
automl/plotting_scripts
automl/DEHB-old
automl/jahs_bench_201_experiments
Experiments for the JAHS-Bench-201 paper.
automl/simsiam
PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566