DeepHyper Team

deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

anl-22-summer-workshop

benchmark

Repository to benchmark DeepHyper on different systems.

NASBigData

Neural architecture search for big data problems

scalable-bo

Scaling Bayesian Optimization

tutorials

A collection of tutorials for DeepHyper.

metalgpy

A library to write algorithms manipulating other algorithms. MetalgPy stands for Meta-Algorithm with Python.

quickstart

Collection of scripts to start faster with DeepHyper on specific systems.

deephyper-spack-packages

Spack packages to use DeepHyper.

dmobo-sc24

Experimental repository for the paper on Parallel Multi-Objective Bayesian Hyperparameter Optimization with Normalized and Bounded Objectives

plasma-python

PPPL deep learning disruption prediction package

.github

ai-science-training-series

Benchmarks

ECP-CANDLE Benchmarks

bo-moo

Experimental scripts and analysis for multi-objective Bayesian optimization

CCS

CCS (C Configuration Space and Tuning Library) aims at providing interoperability between autotuning frameworks and applications with auto-tuning needs. It does so by providing a C interface to describe autotuning problems and autotuners.

ConfigSpace

CTGAN

Conditional GAN for generating synthetic tabular data.

deephyper-platform-configurations

This repository provides a set of configuration files and example scripts for running DeepHyper experiments on various platforms.

deephyper.github.io

lcdb

linear-tree

A python library to build Model Trees with Linear Models at the leaves.

nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

scikit-garden

A garden for scikit-learn compatible trees

scikit-learn

scikit-learn: machine learning in Python

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

SDV

Synthetic Data Generation for tabular, relational and time series data.

staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

WeatherBench

A benchmark dataset for data-driven weather forecasting