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@predict-idlab

predict-idlab

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plotly-resampler

Visualize large time series data with plotly.py

tsflex

Flexible time series feature extraction & processing

pyRDF2Vec

🐍 Python Implementation and Extension of RDF2Vec

powershap

A power-full Shapley feature selection method.

tsdownsample

High-performance time series downsampling algorithms for visualization

Jupyter Notebook

sleep-linear

Do not sleep on traditional machine learning for sleep stage scoring

Jupyter Notebook

RR-GCN

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

seriesdistancematrix

crepes-weighted

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

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)

cct-cmc

Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner

Jupyter Notebook

trace-updater

Dash component to update a dcc.Graph its traces via callbacks

landmarker

PyTorch-based toolkit for landmark localization

VisCARS

VisCARS: Graph-Based Context-Aware Visualization Recommendation System

Jupyter Notebook

causalteshap

Jupyter Notebook

tsflex-benchmarking

class-balancing-paper

Jupyter Notebook

The-Distribution-Coverage-Loss

Jupyter Notebook

ddashboard-ontology

Ontology for the Dynamic Dashboard

EHG-CX-Detection

Detecting contractions from EHG signals

Jupyter Notebook

REACT

Jupyter Notebook

data-quality-challenges-wearables

Addressing Data Quality Challenges in Ambulatory Wrist-worn Wearable Monitoring Through Analytical and Practical Approaches

Jupyter Notebook

phys-ml-leak-localization

Jupyter Notebook

svd-kernels

Repository for code regarding the paper "Parameter-efficient neural networks with singular value decomposed kernels"

Jupyter Notebook

gssp_analysis

Analysis notebooks and scripts of the gssp web app data collection

Jupyter Notebook

DAHCC-Sources

Resource files for all ontologies described at https://dahcc.idlab.ugent.be

gssp_web_app

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

plotly-resampler-benchmarks

Jupyter Notebook

obelisk-python

Python client for the Obelisk API

GIS-ML-LeakLocalization

TreeNet

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

Tree-Visualization

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

SPARKS

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

KGEmbeddingBenchmark

Framework for embedding whole Knowledge Graphs and compare various techniques.

Jupyter Notebook

webthing-client-python

Python client for Dynamic Dashboard Webthings

atrial_fibrillation_prediction

Jupyter Notebook

ADDKG

ISWC24 Challenge: Anomaly Detection on Dynamic Knowledge Graphs