Solve system of linear equations in Spark

2016-10-05 Thread Cooper
I have a system of linear equations in the form of Ax = b to solve in Spark. A is n by n b is n by 1 I represent 'A' in the form of IndexedRowMatrix or RowMatrix and 'b' in the form of DenseMatrix or DenseVector. How can I solve this system to calculate the 'x' vector? If the suggested solutio

Large-scale matrix inverse in Spark

2016-09-26 Thread Cooper
How is the problem of large-scale matrix inversion approached in Apache Spark ? This linear algebra operation is obviously the very base of a lot of other algorithms (regression, classification, etc). However, I have not been able to find a Spark API on parallel implementation of matrix inversion.

Non-linear regression of exponential form in Spark

2016-09-26 Thread Cooper
Is this possible to perform exponential regression in Apache Spark ? -- View this message in context: http://apache-spark-user-list.1001560.n3.nabble.com/Non-linear-regression-of-exponential-form-in-Spark-tp27794.html Sent from the Apache Spark User List mailing list archive at Nabble.com. ---