PreDiCT.IDLab

plotly-resampler

Visualize large time series data with plotly.py

tsflex

Flexible time series feature extraction & processing

powershap

A power-full Shapley feature selection method.

tsdownsample

High-performance time series downsampling algorithms for visualization

sleep-linear

Do not sleep on traditional machine learning for sleep stage scoring

RR-GCN

Code for "R-GCN: The R Could Stand for Random"

ts-datapoint-selection-vis

Data Point Selection for Line Chart Visualization: analysis notebooks and implementation details

MinMaxLTTB

MinMax-preselection for Efficient Time Series Line Chart Visualization (using LTTB)

cmc-learner

Implementation of Conformal Monte Carlo (CMC) learner

crepes-weighted

Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.

causalteshap

VisCARS

VisCARS: Graph-Based Context-Aware Visualization Recommendation System

landmarker

PyTorch-based toolkit for landmark detection

data-quality-challenges-wearables

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, methodologies and practical solutions for wrist-worn wearable monitoring

gssp_analysis

Analysis notebooks and scripts of the gssp web app data collection

gssp_web_app

Web application to acquire picture description speech data according to the GSSP

phys-ml-leak-localization

plotly-resampler-benchmarks

ADDKG

ISWC24 Challenge: Anomaly Detection on Dynamic Knowledge Graphs

webthing-client-python

Python client for Dynamic Dashboard Webthings

cross-room-CO2-presence-occupancy

argminmax

Efficient argmin & argmax

context-learning-with-graphs

Code for the paper: "A Perspective On Contextual Learning Using Graph Based Environment Representations"

Cross-Context-Learning

deucalion

Deucalion: Edge Anomaly Detection Framework for Cloud Computing and IoT Applications

mcsa-misalignment

Examining Motor Current Sensors of Low and High Quality: Ablation Study on Window Sizes with a Fault-Emulating Setup

SPARKS

Repository for the Systematized Procedure for Automating the Retrieval of Knowledge within Smart Industries

TALK

Tracking Activities by Linking Knowledge

Tree-Visualization

Visualization of Patient graphs using plotly. Hosts a github page for a plotly example of a synthetic patient graph.

TreeNet

Code repository for the paper:"Tree based relational graph aggregation for Electronic Health Record embeddings"