Projects in Awesome Lists by predict-idlab

[DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretable decision tree with an enhanced predictive performance

data-mining decision-trees ensemble

Last synced: 29 Jan 2026

https://github.com/predict-idlab/sleep-linear

Do not sleep on traditional machine learning for sleep stage scoring

Last synced: 07 Jul 2025

https://github.com/predict-idlab/landmarker

PyTorch-based toolkit for landmark localization

computer-vision keypoint-detection keypoints-detector landmark-detection landmark-localization medical-image-analysis medical-image-processing python-package pytorch

Last synced: 08 Mar 2026

https://github.com/predict-idlab/seriesdistancematrix

Last synced: 07 Jul 2025

https://github.com/predict-idlab/crepes-weighted

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

Last synced: 07 Jul 2025

https://github.com/predict-idlab/minmaxlttb

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

algorithm downsampling line-charts lttb time-series visualization

Last synced: 07 Jul 2025

https://github.com/predict-idlab/ts-datapoint-selection-vis

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

Last synced: 07 Jul 2025

https://github.com/predict-idlab/ink

Instance Neighbouring by using Knowledge

knowledge-graph knowledge-representation rule-mining semantic-web

Last synced: 07 Jul 2025

https://github.com/predict-idlab/mindwalc

Code & experiments for MINDWALC: Mining Interpretable, Discriminative Walks for Classification of Nodes in a Graph

classification data-mining decision-tree interpretability knowledge-graph

Last synced: 07 Jul 2025

https://github.com/predict-idlab/trace-updater

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

plotly-dash python visualization

Last synced: 30 Oct 2025

https://github.com/predict-idlab/headachedss

Repository containing all code and data required to reproduce the experiments of 'A decision support system to follow up and diagnose chronic primary headache patients using semantically enriched data'

decision-support-system imbalanced-data knowledge-based-systems unsupervised-features

Last synced: 07 Jul 2025

https://github.com/predict-idlab/mcappanalysis

Code to reproduce the experiments and the proposed visualization from 'Data mining in the development of mHealth apps: assessing in-app navigation through Markov Chain analysis'

markov-chain sequence-clustering user-research

Last synced: 07 Jul 2025

https://github.com/predict-idlab/tsflex-benchmarking

benchmark pandas python tsflex

Last synced: 03 Sep 2025

https://github.com/predict-idlab/data-quality-challenges-wearables

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

ambulatory-care data-quality-assessment remote-monitoring time-series wearable wearable-devices

Last synced: 12 Oct 2025

https://github.com/predict-idlab/landmark-uq

Code related to the paper "Reliable uncertainty quantification for 2D/3D automatic anatomical landmark localization using multi-output conformal prediction" by Jonkers et al. (2025)

Last synced: 27 Feb 2026

https://github.com/predict-idlab/tpehgdb-experiments

Experiments conducted on the TPEHGDB dataset to reproduce the reported results from "A critical look at studies applying over-sampling on the TPEHGDB dataset"

data-leakage imbalanced-data oversampling tpehgdb-dataset

Last synced: 07 Jul 2025

https://github.com/predict-idlab/ddashboard-ontology

Ontology for the Dynamic Dashboard

ontology

Last synced: 31 Jan 2026

https://github.com/predict-idlab/meta2concept

IDLab solution for the the "Table Metadata to KG" task in the 2024 "Semantic Web Challenge on Tabular Data to Knowledge Graph Matching" challenge

Last synced: 16 Oct 2025

https://github.com/predict-idlab/ehg-cx-detection

Detecting contractions from EHG signals

Last synced: 05 Oct 2025

https://github.com/predict-idlab/phys-ml-leak-localization

Last synced: 07 Jul 2025

https://github.com/predict-idlab/react

Last synced: 07 Jul 2025

https://github.com/predict-idlab/svd-kernels

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

Last synced: 07 Jul 2025

https://github.com/predict-idlab/gssp_analysis

Analysis notebooks and scripts of the gssp web app data collection

acoustics audio-processing experimental-psychology real-life speech

Last synced: 07 Jul 2025

https://github.com/predict-idlab/dahcc-sources

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

Last synced: 12 Oct 2025

https://github.com/predict-idlab/gssp_web_app

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

acoustics experimental-psychology psychology speech

Last synced: 31 Jan 2026

https://github.com/predict-idlab/plotly-resampler-benchmarks

Last synced: 07 Jul 2025

https://github.com/predict-idlab/gis-ml-leaklocalization

Last synced: 13 Aug 2025

https://github.com/predict-idlab/obelisk-python

Python client for the Obelisk API

Last synced: 12 Oct 2025

https://github.com/predict-idlab/treenet

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

Last synced: 08 Sep 2025

https://github.com/predict-idlab/kgembeddingbenchmark

Framework for embedding whole Knowledge Graphs and compare various techniques.

Last synced: 07 Jul 2025

https://github.com/predict-idlab/fuzzyconstraints

Python implementation of negative sampling strategies powered by fuzzy constraints.

Last synced: 07 Jul 2025

https://github.com/predict-idlab/webthing-client-python

Python client for Dynamic Dashboard Webthings

Last synced: 07 Jul 2025

https://github.com/predict-idlab/sparks

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

Last synced: 07 Jul 2025

https://github.com/predict-idlab/tree-visualization

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

Last synced: 29 Jan 2026

https://github.com/predict-idlab/dose-response-conformal-prediction

Last synced: 14 Feb 2026

https://github.com/predict-idlab/kge-for-pmc

Last synced: 03 Feb 2026

https://github.com/predict-idlab/cross-context-learning

Last synced: 07 Jul 2025

https://github.com/predict-idlab/atrial_fibrillation_prediction

Last synced: 15 Oct 2025

https://github.com/predict-idlab/cross-room-co2-presence-occupancy

Last synced: 17 Oct 2025

https://github.com/predict-idlab/talk

Tracking Activities by Linking Knowledge

Last synced: 27 Oct 2025

https://github.com/predict-idlab/deucalion

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

anomaly-detection kubernetes sidecar-container

Last synced: 29 Apr 2026

https://github.com/predict-idlab/potter

Our Python library uses semantic reasoning under the hood to automate the search and build process of relevant, connected and traceable ML pipelines

Last synced: 07 Jul 2025

https://github.com/predict-idlab/ddashboard-reasoning

Demonstration of the reasoning logic used in the Dynamic Dashboard

reasoning semantics

Last synced: 30 Jan 2026