Pinned Repositories
GENDIS
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
GENESIM
[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
plotly-resampler
Visualize large time series data with plotly.py
powershap
A power-full Shapley feature selection method.
pyRDF2Vec
🐍 Python Implementation and Extension of RDF2Vec
RR-GCN
Code for "R-GCN: The R Could Stand for Random"
seriesdistancematrix
sleep-linear
Do not sleep on traditional machine learning for sleep stage scoring
tsdownsample
High-performance time series downsampling algorithms for visualization
tsflex
Flexible time series feature extraction & processing
PreDiCT.IDLab's Repositories
predict-idlab/plotly-resampler
Visualize large time series data with plotly.py
predict-idlab/tsflex
Flexible time series feature extraction & processing
predict-idlab/pyRDF2Vec
🐍 Python Implementation and Extension of RDF2Vec
predict-idlab/powershap
A power-full Shapley feature selection method.
predict-idlab/tsdownsample
High-performance time series downsampling algorithms for visualization
predict-idlab/landmarker
PyTorch-based toolkit for landmark localization
predict-idlab/crepes-weighted
Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
predict-idlab/ts-datapoint-selection-vis
Data Point Selection for Line Chart Visualization: analysis notebooks and implementation details
predict-idlab/cct-cmc
Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner
predict-idlab/INK
Instance Neighbouring by using Knowledge
predict-idlab/MINDWALC
Code & experiments for MINDWALC: Mining Interpretable, Discriminative Walks for Classification of Nodes in a Graph
predict-idlab/VisCARS
VisCARS: Graph-Based Context-Aware Visualization Recommendation System
predict-idlab/data-quality-challenges-wearables
Addressing Data Quality Challenges in Ambulatory Wrist-worn Wearable Monitoring Through Analytical and Practical Approaches
predict-idlab/ADDKG
ISWC24 Challenge: Anomaly Detection on Dynamic Knowledge Graphs
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
predict-idlab/obelisk-python
Python client for the Obelisk API
predict-idlab/dose-response-conformal-prediction
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)
predict-idlab/SPARKS
Repository for the Systematized Procedure for Automating the Retrieval of Knowledge within Smart Industries
predict-idlab/webthing-client-python
Python client for Dynamic Dashboard Webthings
predict-idlab/cross-room-CO2-presence-occupancy
predict-idlab/TALK
Tracking Activities by Linking Knowledge
predict-idlab/brick-by-brick-pipeline
predict-idlab/Cross-Context-Learning
predict-idlab/graphflex
Flexible Framework for Graph Feature Engineering
predict-idlab/KGE-for-PMC
predict-idlab/mcsa-misalignment
Examining Motor Current Sensors of Low and High Quality: Ablation Study on Window Sizes with a Fault-Emulating Setup
predict-idlab/microservices-addkg
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
predict-idlab/reno-ontology
Repository hosting the resources and documentation of the RENO ontology