8000 ArkadiyD (Arkadiy Dushatskiy) · GitHub
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Achievement: Mars 2020 ContributorAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Shark

Achievements

Achievement: Mars 2020 ContributorAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Shark

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  1. MO-PBT MO-PBT Public

    An algorithm for multi-objective hyperparameter optimization: Multi-Objective Population Based Training (MO-PBT), ICML 2023

    Python 10 2

  2. SAGOMEA SAGOMEA Public

    SAGOMEA is an efficient surrogate-assisted Evolutionary Algorithm for combinatorial (discrete) optimization problems with expensive fitness functions.

    C++ 5 1

  3. MacroNASBenchmark MacroNASBenchmark Public

    Benchmarks for Macro Neural Architecture Search; used and described in the paper "Local Search is a Remarkably Strong Baseline for Neural Architecture Search", https://arxiv.org/abs/2004.08996

    Python 13 2

  4. CS-GOMEA CS-GOMEA Public

    Source code for the paper "Convolutional neural network surrogate-assisted GOMEA"

    C 6 1

  5. CythonXGB CythonXGB Public

    Fast one-sample prediction for XGBoost for usage with Cython

    C++ 70 8

  6. KaggleLib KaggleLib Public

    A library of most useful basic functions for Kaggle competitions

    Python 16 9

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