StarostinV

convkan

Convolutional layer for Kolmogorov-Arnold Network (KAN)

nflows-hands-on

Advanced Deep Learning course: hands-on session on normalizing flows

GIWAXS_GUI_2

GUI for GIWAXS data analysis (under development).

reflect-torch-engine

torchmcee

Monte Carlo sampling methods implemented in PyTorch

airyconf

animated-lectures

A series of animated lectures on ML applications as a part of the course on the experimental methods in Scattering Physics

gixi

End-to-end pipeline for GIXD data analysis

lithicweb

3D web annotation tool for lithic artifacts

mlgixd

Deep learning-based feature detection for GIXD data

xpcs_autoencoder

Autoencoder-based automatic analysis of XPCS correlation maps from protein dynamics

zoomsweb

ML-powered zooarchaeology by mass spectroscopy on the web

awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

bactovision

A jupyter widget for processing bacterial growth images

cahnhilliard

GPU-accelerated Cahn-Hilliard solver

crystals_view

CrystalsInPytorch

Fast PyTorch-accelerated simulation of the diffraction patterns

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

exeplmary_code

fastxq

l2l

Code for the l2lhackathon.com (2nd place in the track)

LearnGitHubActions

A toy repo to try out Github Actions in action

lighter_torch

panpe

particle_simulations

plt-pack

A packaging tool for storing and exchanging data & code bound in a single file. Main focus on supporting matplotlib package for exchanging scientific figures. Integrated with Jupyter Notebook.

reporting_sampling

ESI for "Advice on describing Bayesian analysis of neutron and X-ray reflectometry"

SandroProject

SoftMatterWeb

StarostinV.github.io