Pinned Repositories
BinaryGOMEA
The most recent and best-performing version of the Gene-pool Optimal Mixing Eovlutionary Algorithm
CS-GOMEA
Source code for the paper "Convolutional neural network surrogate-assisted GOMEA"
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
ParallelDiffEquation
Parallel (MPI + OpenMP) numerical solution of second-order ODE
pytorch-cifar
95.47% on CIFAR10 with PyTorch
SAGOMEA
SAGOMEA is an efficient surrogate-assisted Evolutionary Algorithm for combinatorial (discrete) optimization problems with expensive fitness functions.
sofia-ml-mod
sofia-kmeans with sparse cluster mapping
ArkadiyD's Repositories
ArkadiyD/CythonXGB
Fast one-sample prediction for XGBoost for usage with Cython
ArkadiyD/KaggleLib
A library of most useful basic functions for Kaggle competitions
ArkadiyD/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
ArkadiyD/MO-PBT
An algorithm for multi-objective hyperparameter optimization: Multi-Objective Population Based Training (MO-PBT), ICML 2023
ArkadiyD/CS-GOMEA
Source code for the paper "Convolutional neural network surrogate-assisted GOMEA"
ArkadiyD/SAGOMEA
SAGOMEA is an efficient surrogate-assisted Evolutionary Algorithm for combinatorial (discrete) optimization problems with expensive fitness functions.
ArkadiyD/BinaryGOMEA
The most recent and best-performing version of the Gene-pool Optimal Mixing Eovlutionary Algorithm
ArkadiyD/ParallelDiffEquation
Parallel (MPI + OpenMP) numerical solution of second-order ODE
ArkadiyD/pytorch-cifar
95.47% on CIFAR10 with PyTorch
ArkadiyD/sofia-ml-mod
sofia-kmeans with sparse cluster mapping
ArkadiyD/BachelorsThesisProject
ArkadiyD/Credit-Risk-Assessment
ArkadiyD/ELL-GOMEA
Code repository for the article https://dl.acm.org/doi/abs/10.1145/3453141
ArkadiyD/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
ArkadiyD/gensim
Topic Modelling for Humans
ArkadiyD/golang-tokenring
ArkadiyD/hse-programming-2015
Сопровождение курса "Языки разработки программного обеспечения" НИУ ВШЭ, 2015 г.
ArkadiyD/HSE_TASK3_X_O
X_O
ArkadiyD/HybridML
ArkadiyD/imba
ArkadiyD/mininet
Emulator for rapid prototyping of Software Defined Networks
ArkadiyD/ParallelSort
Hybrid parallel (OpenMP + MPI) sort for system with distributed memory
ArkadiyD/PB2
Code for the Population-Based Bandits Algorithm, presented at NeurIPS 2020.
ArkadiyD/PhyloGNN
Code for the paper "Solving the Tree Containment Problem Using Graph Neural Networks", TMLR 2024
ArkadiyD/Q-Learning-Flappy-Bird
Q-Learning with neural net applied to Flappy Bird game
ArkadiyD/scipy
Scipy library main repository
ArkadiyD/TRADES
TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)