Ilya Trofimov

RTD. [ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations

MTopDiv. [NeurIPS 2021] Manifold Topology Divergence: a Framework for Comparing Data Manifolds

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

TDA_SMILES2023. Topological Data Analysis Tutorial, SMILES 2023

SFTD. [ECCV 2024] Scalar Function Topology Divergence: Comparing Topology of 3D Objects

MF_NAS_KD. Multi-fidelity Neural Architecture Search with Knowledge Distillation

ya-gbm. Yet Another GBM

mlss-rl-tutorial. Jupyter Notebook

pt.darts. PyTorch Implementation of DARTS: Differentiable Architecture Search

RTD_AE. This is an official repository for "Learning topology-preserving data representations" presented at ICLR 2023 conference.

geometry-score. Jupyter Notebook