Valentin Khrulkov

gigaevo-core. Evolutionary algorithm that uses Large Language Models (LLMs) to automatically improve programs through iterative mutation and selection

tabular-dl-tabr. The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

ytsaurus. YTsaurus is a scalable and fault-tolerant open-source big data platform.

ru-clip. CLIP implementation for Russian language

hyp_metric. Hyperbolic Vision Transformers: Combining Improvements in Metric Learning | Official repository

rtdl-num-embeddings. (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning

rtdl. Research on Tabular Deep Learning: Papers & Packages

fpcross. Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation

nonlinear-image-editing. Jupyter Notebook

ode-gan-pytorch. Python

HGCF. Code for the WWW'21 paper "HGCF: Hyperbolic Graph Convolution Networks for Collaborative Filtering"

plotter-sketches. Plotting images made with canvas-sketch lib.

mvae. Mixed-curvature Variational Autoencoders (ICLR 2020)

axon-approximation. Implementation of Axon network

ttcross. Cross interpolation of high-dimensional arrays in tensor train format

hyperbolic-image-embeddings. Supplementary code for the paper "Hyperbolic Image Embeddings".

tt-pytorch. Python

catalyst. Accelerated deep learning R&D

geoopt. Riemannian Adaptive Optimization Methods with pytorch optim

SkoltechLaTeXtemplates. this repository is created to accumulate all LaTeX templates needed at Skoltech

nla2018. NLA 2018 Skoltech course

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

CertifiedReLURobustness. Efficient Robustness Verification for ReLU networks (this repository is outdated, don't use; checkout our new implementation at https://github.com/Verified-Intelligence/auto_LiRPA instead)

sphereface_pytorch. A PyTorch Implementation of SphereFace.

rl_algorithms. Implementations of different reinforcement learning algorithms

snake_research. Testing different RL algorithms on classic Snake game

geometry-score. Jupyter Notebook

nla2017. Skoltech 2017 NLA course

nla2016. Repository for 2016 NLA course @ Skoltech

polara. Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

keras. Deep Learning for humans

nets. Draw your net

electron. Jupyter Notebook

cs231n.github.io. Public facing notes page

t3f. Tensor Train decomposition on TensorFlow