GitHub for Reproducible Experiments
- cca/ - Contextual-Compositional Associations for neonatal mortality rate monitoring; scripts and notebooks for NMR analysis.
- chiron/ - Chiron: parallel engine for algebraic scientific workflows; pointers to paper, site, and demo.
- DAI2M/ - Data-Centric AI for ethanol production forecasting; ARIMA and PRE+MLM pipelines with rolling-origin evaluation.
- fedd/ - Fuzzy Ensemble for Drifter Detection (3W oil wells); scripts for detectors, combinations, and ensemble analysis.
- flight-delay-association-rules/ - Association rules for Brazilian domestic flight delays; study guide and semantic workflow plan.
- ftdctsad/ - Fine-Tuning Detection Criteria for Time Series Anomaly Detection; benchmark script and results.
- mgf/ - Mixed Graph Framework; pointers to MGF repo and suggested semantic organization.
- msed/ - Multi-Scale Event Detection in financial time series; multiscale pipeline and Harbinger examples.
- rt/ - Resilient Transformation for anomaly detection in heteroscedastic time series; RT/RTAD scripts and metrics.
- softed/ - SoftED: soft evaluation metrics for time series event detection; datasets, metrics, and experiment scripts.
- sst/ - Sea Surface Temperature prediction with temporal aggregation experiments.
- stmotif/ - Spatio-Temporal Motifs Discovery (CSA) examples and figures.
- stmotifexplorer/ - STMotif Explorer tool overview and assets.
- tsfm/ - LLMs for low-frequency time series forecasting (Chronos, Lag-LLaMA) vs baselines.
- tspredit/ - TSPredIT: integrated tuning of preprocessing and forecasting; workflows and analysis.
Each folder contains its own readme.md with objectives, structure, and how to run its experiments. External documentation links (when applicable) are placed inside the corresponding folder README.