19 open source projects by automl

HPOlib is a hyperparameter optimization library. It provides a common interface to three state of the art hyperparameter optimization packages: SMAC, spearmint and hyperopt. This package is discontinued, please read the longer note in the info box below.

Understanding and Robustifying DARTS

Bayesian neural network package

Automatic architecture search and hyperparameter optimization for PyTorch

Automated Machine Learning with scikit-learn

Sequential Model-based Algorithm Configuration

a distributed Hyperband implementation on Steroids

RoBO: a Robust Bayesian Optimization framework

Auto-WEKA

Automated Algorithm Selection with Hyperparameter Optimization

No description, website, or topics provided.

BOAH: Bayesian Optimization & Analysis of Hyperparameters

Official Implementation of "Transformers Can Do Bayesian Inference"

No description, website, or topics provided.

[deprecated] Configuration Assessment, Visualization and Evaluation

Neural Ensemble Search for Uncertainty Estimation and Dataset Shift

An extension to Sacred for automated hyperparameter optimization.

A curated list of awesome resources combining Transformers with Neural Architecture Search