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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

audionovelty

Audio Novelty Detection

clocs

Code to conduct experiments introduced in CLOCS: Contrastive Learning of Cardiac Signals

cnns-on-chb-mit

The project is about applying CNNs to EEG data from CHB-MIT to predict seizure

comprehensive_mtl_ehr

Source code for a comprehensive analysis of MTL over EHR timeseries data.

drnet-py

ducnx.github.io

ecg-selfsupervised

Self-supervised representation learning from 12-lead ECG data

eicu-code

Code and website related to the eICU Collaborative Research Database

factorvae

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

m3

mimic-code

MIMIC Code Repository: Code shared by the research community for the MIMIC-III database

mimic_extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

moving-symbols

Like Moving MNIST, but way more flexible

oed

Outlier Detection for Time Series with Recurrent Autoencoder Ensembles

omnianomaly

pytorch-lightning

Rapid research framework for Pytorch. The researcher's version of keras

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

tpc-los-prediction

This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care Unit (https://dl.acm.org/doi/10.1145/3450439.3451860).