Java equivalent to NumPy

Question

In the Python world, if I have some number crunching to do, I use NumPy and it's friends like Matplotlib.

Now I have an Android/Java application and the need arises to crunch some numbers and I am wondering what I should do. Roll my own wrappers around Arrays of Floats?!? That sounds horrible. I want something more high-level.

Operations that I would need to perform are typical vector-scalar or vector-vector operations:

• find the maximum element in a vector
• calculate the sum of all elements in a vector
• dot/cross/element-wise product of two vectors

Later I might be interested in advanced operations like FFT or matrix operations, but right now I am looking for a solid basic library to prevent me from reinventing the wheel.

Any suggestions?

Answer 1

The nd4j.org API tries to mimic the semantics of Numpy, Matlab and scikit-learn. deeplearning4j.org is based on nd4j.

Answer 2

NM Dev is a Java numerical library (commercial, community and academical licenses ).

The open source of it is available at: https://github.com/nmdev2020/SuanShu

Answer 3

There are a number of Java numerical libraries.

Please see here for an overview: http://www.ee.ucl.ac.uk/~mflanaga/java/OpenSourceNumeric.html

(I don't have the reputation to post more than 2 links, so just linking to the page containing the links.)