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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 9 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 12 2

4. CS-GOMEA CS-GOMEA Public

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

   C 4 1

5. CythonXGB CythonXGB Public

   Fast one-sample prediction for XGBoost for usage with Cython

   C++ 71 8

6. KaggleLib KaggleLib Public

   A library of most useful basic functions for Kaggle competitions

   Python 16 9