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    27 repositories

    • Multi-fidelity-GP

      Public
      Python
      •0•1•0•0•Updated Sep 12, 2018Sep 12, 2018

    • awesome-automl-papers

      Public
      A curated list of automated machine learning papers, articles, tutorials, slides and projects
      Apache License 2.0
      •695•0•0•0•Updated Aug 29, 2018Aug 29, 2018

    • ConfigSpace

      Public
      Python
      •
      Other
      •95•0•0•0•Updated Apr 3, 2018Apr 3, 2018

    • HpBandSter

      Public
      a distributed Hyperband implementation on Steroids
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •109•0•0•0•Updated Mar 28, 2018Mar 28, 2018

    • scikit-optimize

      Public
      Sequential model-based optimization with a `scipy.optimize` interface
      Python
      •
      Other
      •549•0•0•0•Updated Mar 28, 2018Mar 28, 2018

    • random_forest_run

      Public
      C++
      •24•0•0•0•Updated Mar 27, 2018Mar 27, 2018

    • SMAC3

      Public
      Sequential Model-based Algorithm Configuration
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •229•0•0•0•Updated Mar 9, 2018Mar 9, 2018

    • george

      Public
      Fast and flexible Gaussian Process regression in Python
      Python
      •
      MIT License
      •127•0•0•0•Updated Feb 27, 2018Feb 27, 2018

    • Cornell-MOE

      Public
      A Python library for the state-of-the-art parallel Bayesian optimization algorithms, with the core implemented in C++.
      C++
      •
      Other
      •64•0•0•0•Updated Feb 22, 2018Feb 22, 2018

    • RoBO

      Public
      RoBO: a Robust Bayesian Optimization framework
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •133•0•0•0•Updated Feb 21, 2018Feb 21, 2018

    • BayesianOptimization

      Public
      A Python implementation of global optimization with gaussian processes.
      Python
      •
      MIT License
      •1.6k•0•0•0•Updated Feb 17, 2018Feb 17, 2018

    • ray

      Public
      A high-performance distributed execution engine
      Python
      •
      Apache License 2.0
      •5.9k•0•0•0•Updated Jan 30, 2018Jan 30, 2018

    • tensorflow

      Public
      Cloned & based on tensorflow: some new features are prepared to be added
      C++
      •
      Apache License 2.0
      •0•0•0•0•Updated Jan 28, 2018Jan 28, 2018

    • hyperopt

      Public
      Distributed Asynchronous Hyperparameter Optimization in Python
      Python
      •
      Other
      •1.1k•0•0•0•Updated Jan 19, 2018Jan 19, 2018

    • NIPS2017

      Public
      Multi-Information Source Optimization
      Python
      •
      Apache License 2.0
      •10•0•0•0•Updated Dec 12, 2017Dec 12, 2017

    • hyperband

      Public
      Tuning hyperparams fast with Hyperband
      Python
      •
      Other
      •75•0•0•0•Updated Dec 9, 2017Dec 9, 2017

    • Harmonica

      Public
      Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.
      Python
      •29•0•0•0•Updated Nov 15, 2017Nov 15, 2017

    • ICML-2017-Papers

      Public
      https://2017.icml.cc/Conferences/2017/Schedule
      35•0•0•0•Updated Jul 31, 2017Jul 31, 2017

    • nn-bayesian-optimization

      Public
      We use a modified neural network instead of Gaussian process for Bayesian optimization.
      Python
      •
      MIT License
      •31•0•0•0•Updated Jun 15, 2017Jun 15, 2017

    • Spearmint-1

      Public
      Spearmint Bayesian optimization codebase
      Python
      •
      Other
      •329•0•0•0•Updated May 15, 2017May 15, 2017

    • machine-learning-examples

      Public
      Jupyter Notebook
      •
      MIT License
      •9•0•0•0•Updated May 11, 2017May 11, 2017

    • GPRT

      Public
      Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.
      MATLAB
      •
      MIT License
      •20•0•0•0•Updated May 10, 2017May 10, 2017

    • mf-gp-ucb

      Public
      Multi-fidelity Gaussian Process Bandit Optimisation
      MATLAB
      •
      MIT License
      •11•0•0•0•Updated Nov 27, 2016Nov 27, 2016

    • HPOlibConfigSpace

      Public
      Python
      •
      GNU General Public License v3.0
      •10•0•0•0•Updated Sep 9, 2016Sep 9, 2016

    • ParameterConfigSpace

      Public
      parameter configuration space parser for SMAC format
      Python
      •
      GNU General Public License v2.0
      •4•0•0•0•Updated Apr 26, 2016Apr 26, 2016

    • CLGP

      Public
      Categorical Latent Gaussian Process
      Python
      •6•0•0•0•Updated Mar 7, 2015Mar 7, 2015

    • automl-phase-1

      Public
      2nd place submission to the AutoML competition - phase 1
      Python
      •
      MIT License
      •2•0•0•0•Updated Mar 2, 2015Mar 2, 2015