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@deephyper DeepHyper Team

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    37 repositories

    • deephyper

      Public
      DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
      pythonmachine-learningdeep-learninghpctensorflowscalabilityraylibmpikeraspytorch
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •60•272•19•1•Updated Sep 30, 2024Sep 30, 2024

    • tutorials

      Public
      A collection of tutorials for DeepHyper.
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •5•3•0•1•Updated Sep 9, 2024Sep 9, 2024

    • SDV

      Public
      Synthetic Data Generation for tabular, relational and time series data.
      Python
      •
      Other
      •304•0•0•0•Updated Jul 29, 2024Jul 29, 2024

    • dmobo-sc24

      Public
      Experimental repository for the paper on Parallel Multi-Objective Bayesian Hyperparameter Optimization with Normalized and Bounded Objectives
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated Apr 12, 2024Apr 12, 2024

    • deephyper-spack-packages

      Public
      Spack packages to use DeepHyper.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•1•0•0•Updated Apr 12, 2024Apr 12, 2024

    • scalable-bo

      Public
      Scaling Bayesian Optimization
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •2•4•0•2•Updated Apr 4, 2024Apr 4, 2024

    • bo-moo

      Public
      Experimental scripts and analysis for multi-objective Bayesian optimization
      Jupyter Notebook
      •0•0•0•0•Updated Apr 4, 2024Apr 4, 2024

    • benchmark

      Public
      Repository to benchmark DeepHyper on different systems.
      Python
      •
      BSD 2-Clause "Simplified" License
      •3•4•6•0•Updated Apr 4, 2024Apr 4, 2024

    • pymoo

      Public
      NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
      Python
      •
      Apache License 2.0
      •382•0•0•0•Updated Nov 17, 2023Nov 17, 2023

    • scikit-learn

      Public
      scikit-learn: machine learning in Python
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •25k•0•0•0•Updated Nov 6, 2023Nov 6, 2023

    • scikit-garden

      Public
      A garden for scikit-learn compatible trees
      Python
      •
      Other
      •74•0•0•0•Updated Oct 30, 2023Oct 30, 2023

    • deephyper.github.io

      Public
      Ruby
      •1•0•0•0•Updated Aug 2, 2023Aug 2, 2023

    • linear-tree

      Public
      A python library to build Model Trees with Linear Models at the leaves.
      Jupyter Notebook
      •
      MIT License
      •53•0•0•0•Updated Jun 2, 2023Jun 2, 2023

    • scikit-optimize

      Public
      Sequential model-based optimization with a `scipy.optimize` interface
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •547•0•0•2•Updated May 30, 2023May 30, 2023

    • .github

      Public
      0•0•0•0•Updated Apr 19, 2023Apr 19, 2023

    • deephyper-platform-configurations

      Public
      This repository provides a set of configuration files and example scripts for running DeepHyper experiments on various platforms.
      BSD 3-Clause "New" or "Revised" License
      •0•0•3•0•Updated Mar 2, 2023Mar 2, 2023

    • staged-recipes

      Public
      A place to submit conda recipes before they become fully fledged conda-forge feedstocks
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •4.9k•0•0•0•Updated Feb 2, 2023Feb 2, 2023

    • nasbench

      Public
      NASBench: A Neural Architecture Search Dataset and Benchmark
      Python
      •
      Apache License 2.0
      •129•0•0•0•Updated Jan 19, 2023Jan 19, 2023

    • lcdb

      Public
      Jupyter Notebook
      •4•0•0•0•Updated Dec 5, 2022Dec 5, 2022

    • anl-22-summer-workshop

      Public
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •4•9•0•0•Updated Nov 9, 2022Nov 9, 2022

    • plasma-python

      Public
      PPPL deep learning disruption prediction package
      Python
      •43•1•0•0•Updated Sep 23, 2022Sep 23, 2022

    • quickstart

      Public
      Collection of scripts to start faster with DeepHyper on specific systems.
      Python
      •
      BSD 2-Clause "Simplified" License
      •0•2•0•0•Updated Aug 30, 2022Aug 30, 2022

    • metalgpy

      Public
      A library to write algorithms manipulating other algorithms. MetalgPy stands for Meta-Algorithm with Python.
      Python
      •
      BSD 2-Clause "Simplified" License
      •1•2•2•0•Updated Jul 14, 2022Jul 14, 2022

    • CTGAN

      Public
      Conditional GAN for generating synthetic tabular data.
      Python
      •
      MIT License
      •282•0•0•0•Updated May 5, 2022May 5, 2022

    • ai-science-training-series

      Public
      Jupyter Notebook
      •498•0•0•0•Updated Feb 10, 2022Feb 10, 2022

    • WeatherBench

      Public
      A benchmark dataset for data-driven weather forecasting
      Jupyter Notebook
      •
      MIT License
      •166•0•0•0•Updated Jan 12, 2022Jan 12, 2022

    • CCS

      Public
      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.
      C
      •
      Other
      •1•0•0•0•Updated Dec 15, 2021Dec 15, 2021

    • ConfigSpace

      Public
      Python
      •
      Other
      •93•0•0•0•Updated Nov 24, 2021Nov 24, 2021

    • Benchmarks

      Public
      ECP-CANDLE Benchmarks
      Python
      •
      MIT License
      •82•0•0•0•Updated Nov 8, 2021Nov 8, 2021

    • NASBigData

      Public
      Neural architecture search for big data problems
      Jupyter Notebook
      •
      BSD 2-Clause "Simplified" License
      •2•4•1•0•Updated Nov 8, 2021Nov 8, 2021