dlsa
Distributed Least Squares Approximation implemented with Apache Spark
System Requirements
-
Spark >= 2.3.1 -
Python >= 3.7.0scikit-learn >= 0.21.2rpy2 >= 3.0.4
-
R >= 3.5lars
See
setup.pyfor detailed requirements.
Run the code on the Spark platform
./bash/spark_dlsa_run.sh
or simply run
./logistic_dlsa.py
References
- Zhu, X., Li, F., & Wang, H., (2019) Least Squares Approximation for a Distributed System. Working Paper.