Awesome
sintel-analysis
Replication files for Sintel.
S. Alnegheimish, D. Liu, C. Sala, L. Berti-Equille, and K. Veeramachaneni. "Sintel: A Machine Learning Framework to Extract Insights from Signals" SIGMOD 2022.
Usage
Experiments were made in python 3.7.
To reproduce the analysis made, create a virtual environment and install required packages, then run the script directly. All results will be saved to ./output directory.
conda create --name sintel-env python=3.7
conda activate sintel-env
pip install -r requirements.txt
python analysis.py
Figures
To reproduce figures, refer to notebooks/analysis.ipynb.
Resources
Libraries in the Sintel ecosystem that were used in our analysis