matrixanger/owl repository overview

⁠Owl

Owl is an OCaml numerical library. It supports N-dimensional arrays, both dense and sparse matrix operations, linear algebra, regressions, fast Fourier transforms, and many advanced mathematical and statistical functions. Owl provides a wide range of scientific computing functionalities:

• mathematical function, from the basic log, sin etc., to special functions such as the Beta and Gamma functions
• integration; interpolation and extrapolation
• statistics and probability; e.g. generation of random number and various distributions
• various computation on n-dimensional arrays (tensors), including advanced slicing and broadcasting
• linear algebra
• ordinary differential equations
• discrete Fourier Transform algorithms for signal processing
• algorithmic differentiation, or automatic differentiation
• various optimization algorithms
• regression algorithms
• deep neural network and natural language processing with the optional support of computation graph optimization
• dataframe processing
• visualization (with the help of external package owl-plot)

For more detail about Owl, please visit the Github page⁠ and the documentation⁠.

⁠Run Owl Container

This image is ready to be used on different Linux distributions. The default image uses Ubuntu. Run:

docker run --name owl -it matrixanger/owl

⁠Dockerfile

Dockerfile for this image is listed on Github⁠.