Repository used for reproduction study 18660 SP23.
Each script contains different algorithms implemented in Python, that is talked about in the paper:
Ihab F. Ilyas, Theodoros Rekatsinas, Vishnu Konda, Jeffrey Pound, Xiaoguang Qi, Mohamed Soliman. Saga: A Platform for Continuous Construction and Serving of Knowledge at Scale. In Proceedings of the 2022 International Conference on Management of Data
Wei directory contains the most up-to-date algorithmic implementation. All algorithms contained in 'Wei/algorithms.py'. To run experiments, use 'Wei/[dataset_name].py'.
scratch/Youngseok directory contains variety of scratch works, including future works to be performed using cross-validation and finding optimal weight w*.