Arkadiy Dushatskiy

CythonXGB. Fast one-sample prediction for XGBoost for usage with Cython

KaggleLib. A library of most useful basic functions for Kaggle competitions

MacroNASBenchmark. 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

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

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

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

BinaryGOMEA. The most recent and best-performing version of the Gene-pool Optimal Mixing Eovlutionary Algorithm

ParallelDiffEquation. Parallel (MPI + OpenMP) numerical solution of second-order ODE

PhyloGNN. Code for the paper "Solving the Tree Containment Problem Using Graph Neural Networks", TMLR 2024

sofia-ml-mod. sofia-kmeans with sparse cluster mapping