Pinned Repositories
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
ducnx's Repositories
ducnx/FactorVAE
ducnx/attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
ducnx/AudioNovelty
Audio Novelty Detection
ducnx/CLOCS
Code to conduct experiments introduced in CLOCS: Contrastive Learning of Cardiac Signals
ducnx/CNNs-on-CHB-MIT
The project is about applying CNNs to EEG data from CHB-MIT to predict seizure
ducnx/comprehensive_MTL_EHR
Source code for a comprehensive analysis of MTL over EHR timeseries data.
ducnx/drnet-py
ducnx/ducnx.github.io
ducnx/ecg-selfsupervised
Self-supervised representation learning from 12-lead ECG data
ducnx/eicu-code
Code and website related to the eICU Collaborative Research Database
ducnx/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
ducnx/M3
ducnx/mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC-III database
ducnx/MIMIC_Extract
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
ducnx/moving-symbols
Like Moving MNIST, but way more flexible
ducnx/OED
Outlier Detection for Time Series with Recurrent Autoencoder Ensembles
ducnx/OmniAnomaly
ducnx/pytorch-lightning
Rapid research framework for Pytorch. The researcher's version of keras
ducnx/pytorch-summary
Model summary in PyTorch similar to `model.summary()` in Keras
ducnx/semantic-segmentation-pytorch
Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset
ducnx/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.
ducnx/test-tube
Python library to easily log experiments and parallelize hyperparameter search for neural networks
ducnx/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).