Pinned Repositories
bb2vec
This is the source code of the paper "Inferring Complementary Products from Baskets and Browsing Sessions"
dlr
d-GLMNET: Distributed Coordinate Descent for Generalized Linear Models with Regularization
geometry-score
MF_NAS_KD
Multi-fidelity Neural Architecture Search with Knowledge Distillation
ML2020-Skoltech
mlss-rl-tutorial
MTopDiv
[NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds
RTD
[ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations
TDA_SMILES2023
Topological Data Analysis Tutorial, SMILES 2023
ya-gbm
Yet Another GBM
IlyaTrofimov's Repositories
IlyaTrofimov/RTD
[ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations
IlyaTrofimov/MTopDiv
[NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds
IlyaTrofimov/MF_NAS_KD
Multi-fidelity Neural Architecture Search with Knowledge Distillation
IlyaTrofimov/TDA_SMILES2023
Topological Data Analysis Tutorial, SMILES 2023
IlyaTrofimov/geometry-score
IlyaTrofimov/ML2020-Skoltech
IlyaTrofimov/pt.darts
PyTorch Implementation of DARTS: Differentiable Architecture Search
IlyaTrofimov/ACGAN-PyTorch
IlyaTrofimov/adasegroup.github.io
Official website of the ADASE Group at Skoltech, Moscow
IlyaTrofimov/AutoDL-Projects
Automated deep learning algorithms implemented in PyTorch.
IlyaTrofimov/BayesianDARTS
Implementation of Bayesian Evidence for DARTS approach
IlyaTrofimov/BayesSeminar3
IlyaTrofimov/benchmarking-gnns
Repository for benchmarking graph neural networks
IlyaTrofimov/DATA
IlyaTrofimov/datashare
IlyaTrofimov/disentanglement
Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology
IlyaTrofimov/Graphormer
Graphormer is a general-purpose deep learning backbone for molecular modeling.
IlyaTrofimov/latent_3d_points
Auto-encoding & Generating 3D Point-Clouds.
IlyaTrofimov/linux-conf
IlyaTrofimov/local_search
Local search for NAS
IlyaTrofimov/MF_KD_NAS
Multi-fidelity Neural Architecture Search with Knowledge Distillation
IlyaTrofimov/mlforhealthlabpub
Machine Learning and Artificial Intelligence for Medicine.
IlyaTrofimov/nasbench
NASBench: A Neural Architecture Search Dataset and Benchmark
IlyaTrofimov/RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
IlyaTrofimov/ripser-plusplus
Ripser++: GPU-accelerated computation of Vietoris–Rips persistence barcodes
IlyaTrofimov/RTD_AE
This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.
IlyaTrofimov/semi_df
IlyaTrofimov/TDA_Sirius2022
Topological Data Analysis Tutorial, Sirius 2022
IlyaTrofimov/test
IlyaTrofimov/vega
AutoML tools chain