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algorithms-and-data-structures

Samples of code created during "Algorithms and data structures" YSDA course.

alternating_training

bayesian-methods

This directory contains codes of EM-algorithm and variational EM-algorithm.

cudtboost

Gradient boosting library based on CUDT-trees

deep_learning_spectral_functions

Application of deep learning for inversion of integral equations

dl_for_hmc

top secret

dl_for_vmc

Application of deep learning for VMC

flux_insertion

Extended variational Ansatz with insertion of EM-flux

klsh.ru

Здесь работают над новым сайтом КЛШ :-)

klsh_pmt

The repository contains scripts for KLSH PMT

kmeans-parallel

This code implements parallel version of iterative kMeans algorithm.

lattice_optimization_game

markov-chain-text

This code was written as a part of YSDA python course. Using stat.py file one extracts information about 2-word-gramms and 3-word-gramms in English language. Using them, one generates new text as the Makrov process.

mipt_train

This code was written a long-long time ago. This is the Android-4 application that reads suburban Moscow trains schedule from the site of Russian Railways and represents it in the format convenient for the students of Moscow Institute of Physics and Technology.

netket

Machine learning algorithms for many-body quantum systems

neuro_emotions

Do Androids Dream of Electric Sheep?

nqs-playground

PyTorch-based implementation of SR for NQS

nqs_frustrated_phase

parallel_mpi_gameoflife

This code was written as a part of Parallel computing YSDA course. Using the MPI the parallel version of Game Of Life was created. The square field is divided into N^2 smaller squares at every iteration and any process is responsible for its square. At the end of recomputation, processors share information about their boundaries with their neighbours.

poliastro

poliastro - :rocket: Astrodynamics in Python

poliastro-benchmarks

Benchmarks of the poliastro project

poliastro.github.io

poliastro website

pyrochlore

qsl_at_qc

rydberg_simulator

split-learning-1d

Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? The work has been accepted in asiaccs 2020

telegram_bot_query

This simple bot was written as a part of YSDA python course. Given any query, it redirects it to google.com and returns 10 most relevant links.

universe_oa

vmc_tbg

xqmc

Flexible and efficient code for DQMC and VQMC simulations