Intelligent Multimodal Computing and Sensing  Laboratory (IMICS Lab) - Texas State University (@imics-lab)

Top repositories

1

tts-gan

TTS-GAN: A Transformer-based Time-Series Generative Adversarial Network
Jupyter Notebook
225
star
2

tts-cgan

TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
Jupyter Notebook
60
star
3

eeg-transfer-learning

Source code for self-supervised EEG data transfer learning
Jupyter Notebook
13
star
4

recurrence-with-self-attention

The repository contains source code and data from the paper titled "Recurrence and Self-Attention vs the Transformer for Time-Series Classification: A Comparative Study".
Python
13
star
5

load_data_time_series

Generate numpy arrays for classification tasks from public datasets
Jupyter Notebook
9
star
6

biodiffusion

Python
7
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7

identifying_label_noise

Python
4
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8

biosignal_analysis_tutorials

This repository hosts various examples of human biosignal analysis.
Jupyter Notebook
4
star
9

TSAR

Python
2
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10

multi-output-psg

Predicting Cardiac and Respiratory Events in the PSG-Audio Dataset
Jupyter Notebook
2
star
11

time-series-label-assist

A Python-based labeling tool that uses self-supervised learning and visualizations to assist humans in labeling time series data
Jupyter Notebook
2
star
12

fusion-of-learned-representations

Code repository for paper: Fusion of Learned Representations for Multimodal Sensor Data Classification
Jupyter Notebook
2
star
13

BioSGAN

Jupyter Notebook
1
star
14

BioDiffusion_dev

BioDiffusion paper source code and docs using a template repo
Jupyter Notebook
1
star
15

model_evaluation_for_HAR

Source files for Model Evaluation Approaches to Human Activity Recognition from Time-Series Data to be presented at AIME2021
Jupyter Notebook
1
star
16

NNCLR_feature_learning

Python
1
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17

CL_Clean

Jupyter Notebook
1
star
18

covid19-hospital-and-icu-length-of-stay

Repository for paper "Predicting ICU and Hospital Length of Stay for COVID-19 Patients"
Jupyter Notebook
1
star
19

SmoothConditionalDiffusion

Python
1
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20

TimeSeriesNNCLR

Jupyter Notebook
1
star