HolyBayes

pytorch_ard

Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks

TIRE_pytorch

Pytorch implementation of TIRE for change point detection

klcpd

PyTorch package for KL-CPD algorithm for change point and anomaly detection in time series

papers

Personal list of articles

yandex-gan-school

pro

Unofficial PyTorch implementation of "Deep Weakly-supervised Anomaly Detection" paper

HSE_ML_2018-2019

Repository for additional Higher School of Economics course of Machine Learning

HSE_ML_2024

neutron_logging_codalab

roerich

Roerich is a python library of change point detection algorithms for time series.

3phase-engine-diagnosis

Bayesian_Change_Point

CEPR

DL-Libraries

An Introduction to State-of-the-Art Deep Learning Libraries/Frameworks

dotfiles

$HOME sweet $HOME

einops

Deep learning operations reinvented (supports tf, pytorch, chainer, gluon and others)

Experimental-online-learning-of-a-high-dimensional-quantum-state

GM_Archipelago2035

hep_ml

Machine Learning for High Energy Physics.

HSE_Intro2DL2021

kaggle-fraud-detection

Solution of the Kaggle IEEE-CIS Fraud Detection Competition

keras

Deep Learning for humans

leonardo_api

Leonardo.ai API

normalizing-flows

Neural Spline Flow, RealNVP, Autoregressive Flow, 1x1Conv in PyTorch.

pytorch-a2c-ppo-acktr

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO) and Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR).

Ranger-Deep-Learning-Optimizer

Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase

rep

Machine Learning toolbox for Humans

TCPDBench

The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data

TIRE

Autoencoder-based Change Point Detection in Time Series Data using a Time-Invariant Representation

torchdyn

A PyTorch based library for all things neural differential equations