PreDiCT.IDLab

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62 repositories

potter
Public
Our Python library uses semantic reasoning under the hood to automate the search and build process of relevant, connected and traceable ML pipelines
Python
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MIT License
•0•0•0•0•Updated Nov 5, 2024Nov 5, 2024
pyRDF2Vec
Public
🐍 Python Implementation and Extension of RDF2Vec
machine-learning word2vec rdflib embeddings knowledge-graph unsupervised-learning skip-gram cbow rdf2vec feature-matrix
Python
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MIT License
•52•247•22•1•Updated Nov 5, 2024Nov 5, 2024
landmarker
Public
PyTorch-based toolkit for landmark localization
computer-vision pytorch landmark-detection python-package medical-image-processing medical-image-analysis keypoints-detector keypoint-detection landmark-localization
Python
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MIT License
•2•10•0•0•Updated Nov 4, 2024Nov 4, 2024
microservices-addkg
Public
Jupyter Notebook
•0•0•0•0•Updated Oct 28, 2024Oct 28, 2024
plotly-resampler
Public
Visualize large time series data with plotly.py
time-series data-analysis visualization python data-science plotly data-visualization plotly-dash
Python
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MIT License
•68•1k•50•6•Updated Oct 28, 2024Oct 28, 2024
VisCARS
Public
VisCARS: Graph-Based Context-Aware Visualization Recommendation System
Jupyter Notebook
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Other
•1•8•0•0•Updated Oct 21, 2024Oct 21, 2024
INK
Public
Instance Neighbouring by using Knowledge
semantic-web knowledge-graph rule-mining knowledge-representation
Python
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Other
•5•16•0•3•Updated Oct 3, 2024Oct 3, 2024
dose-response-conformal-prediction
Public
Jupyter Notebook
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MIT License
•1•1•0•0•Updated Oct 2, 2024Oct 2, 2024
TALK
Public
Tracking Activities by Linking Knowledge
Jupyter Notebook
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Other
•1•0•0•1•Updated Sep 26, 2024Sep 26, 2024
KGE-for-PMC
Public
0•0•0•0•Updated Sep 20, 2024Sep 20, 2024
tsflex
Public
Flexible time series feature extraction & processing
processing data-science pandas feature-extraction multivariate multimodal window-stride python time-series feature-engineering
Python
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MIT License
•26•402•27•5•Updated Sep 6, 2024Sep 6, 2024
tsdownsample
Public
High-performance time series downsampling algorithms for visualization
visualization fast performance time-series simd aggregation m4 minmax downsampling lttb
Jupyter Notebook
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MIT License
•15•157•13•5•Updated Aug 29, 2024Aug 29, 2024
webthing-client-python
Public
Python client for Dynamic Dashboard Webthings
Python
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Other
•0•1•0•1•Updated Aug 13, 2024Aug 13, 2024
Meta2Concept
Public
IDLab solution for the the "Table Metadata to KG" task in the 2024 "Semantic Web Challenge on Tabular Data to Knowledge Graph Matching" challenge
Jupyter Notebook
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MIT License
•0•1•0•0•Updated Jul 19, 2024Jul 19, 2024
MINDWALC
Public
Code & experiments for MINDWALC: Mining Interpretable, Discriminative Walks for Classification of Nodes in a Graph
data-mining classification interpretability knowledge-graph decision-tree
Python
•1•13•0•4•Updated Jul 4, 2024Jul 4, 2024
ADDKG
Public
ISWC24 Challenge: Anomaly Detection on Dynamic Knowledge Graphs
Python
•1•1•0•0•Updated Jun 25, 2024Jun 25, 2024
SPARKS
Public
Repository for the Systematized Procedure for Automating the Retrieval of Knowledge within Smart Industries
JavaScript
•0•1•0•0•Updated Jun 17, 2024Jun 17, 2024
data-quality-challenges-wearables
Public
Addressing Data Quality Challenges in Ambulatory Wrist-worn Wearable Monitoring Through Analytical and Practical Approaches
time-series wearable wearable-devices remote-monitoring data-quality-assessment ambulatory-care
Jupyter Notebook
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Other
•1•3•0•0•Updated May 27, 2024May 27, 2024
cct-cmc
Public
Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner
causal-inference conformal-prediction prediction-intervals individual-treatment-effects conformal-predictors heterogeneous-treatment-effects conformal-predictive-systems weighted-conformal-predictive-systems
Jupyter Notebook
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MIT License
•2•14•1•0•Updated May 23, 2024May 23, 2024
crepes-weighted
Public
Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.
Python
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BSD 3-Clause "New" or "Revised" License
•1•21•0•0•Updated May 21, 2024May 21, 2024
powershap
Public
A power-full Shapley feature selection method.
data-science machine-learning feature-selection shap
Python
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Other
•20•200•6•0•Updated May 3, 2024May 3, 2024
mcsa-misalignment
Public
Examining Motor Current Sensors of Low and High Quality: Ablation Study on Window Sizes with a Fault-Emulating Setup
Jupyter Notebook
•0•0•0•0•Updated Apr 25, 2024Apr 25, 2024
cross-room-CO2-presence-occupancy
Public
Jupyter Notebook
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MIT License
•0•0•0•0•Updated Apr 23, 2024Apr 23, 2024
ts-datapoint-selection-vis
Public
Data Point Selection for Line Chart Visualization: analysis notebooks and implementation details
HTML
•4•16•1•0•Updated Apr 9, 2024Apr 9, 2024
gssp_analysis
Public
Analysis notebooks and scripts of the gssp web app data collection
speech audio-processing acoustics real-life experimental-psychology
Jupyter Notebook
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Other
•0•2•0•0•Updated Feb 7, 2024Feb 7, 2024
causalteshap
Public
Jupyter Notebook
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MIT License
•1•7•0•0•Updated Jan 25, 2024Jan 25, 2024
TreeNet
Public
Code repository for the paper:"Tree based relational graph aggregation for Electronic Health Record embeddings"
Python
•0•1•0•0•Updated Jan 17, 2024Jan 17, 2024
context-learning-with-graphs
Public
Code for the paper: "A Perspective On Contextual Learning Using Graph Based Environment Representations"
0•0•0•0•Updated Jan 8, 2024Jan 8, 2024
sleep-linear
Public
Do not sleep on traditional machine learning for sleep stage scoring
Jupyter Notebook
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Other
•7•44•0•0•Updated Nov 19, 2023Nov 19, 2023
plotly-resampler-benchmarks
Public
Jupyter Notebook
•0•2•1•0•Updated Nov 19, 2023Nov 19, 2023