Pinned Repositories
diagram2vec
Vector Representations of Persistence Diagrams
fmri-features
fMRI feature extraction library
geomstats
Computations and statistics on manifolds with geometric structures.
GMML2023
Geometric Methods in Machine Learning
grassmann-averaging
Averaging on Grassmann manifold
gse
Implementation of Grassman-Stiefel Eigenmaps manifold learning algorithm
stiefel-averaging
Averaging on Stiefel manifold
TDA-YSDA
TDA course @ Yandex Data School
oleg-kachan's Repositories
oleg-kachan/diagram2vec
Vector Representations of Persistence Diagrams
oleg-kachan/stiefel-averaging
Averaging on Stiefel manifold
oleg-kachan/TDA-YSDA
TDA course @ Yandex Data School
oleg-kachan/GMML2023
Geometric Methods in Machine Learning
oleg-kachan/fmri-features
fMRI feature extraction library
oleg-kachan/geomstats
Computations and statistics on manifolds with geometric structures.
oleg-kachan/gse
Implementation of Grassman-Stiefel Eigenmaps manifold learning algorithm
oleg-kachan/grassmann-averaging
Averaging on Grassmann manifold
oleg-kachan/Atlas
Autoencoder for learning an atlas for a manifold
oleg-kachan/diagram2vec.jl
Vector Representations of Persistence Diagrams
oleg-kachan/Exact_PGA
An algorithm to do exact PGA on constant curvature manifolds
oleg-kachan/hypergraph-feature-extractor
This repository is a course project on Machine Learning course at Skoltech.
oleg-kachan/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
oleg-kachan/ldr
code for Cunningham and Ghahramani (2015), Journal of Machine Learning Research
oleg-kachan/mec_optim_2021-01
‘math+econ+code’ lectures on optimal transport and economic applications, January 2021
oleg-kachan/moldr
Manifold optimization for linear dimensionality reduction of MD trajectories
oleg-kachan/networkx
Network Analysis in Python
oleg-kachan/reinforcement_learning
A course in reinforcement learning in the wild
oleg-kachan/riemannian_sgns
oleg-kachan/RNN-for-SPD
Recurrent Neural Network for SPD matrices
oleg-kachan/Simplicial.jl
A package for various computations with simplicial complexes, combinatorial codes, directed complexes and their filtrations.
oleg-kachan/smote_parameters
oleg-kachan/tda-datasets
TDA datasets
oleg-kachan/tda_hse2023
TDA @ HSE 2023
oleg-kachan/test
oleg-kachan/ts-networks
Time series networks
oleg-kachan/vector-fields-alignment
Vector Fields Alignment on Manifolds via Contraction Mappings