This package provides the following libraries (via ocamlobjinfo):
Documentation:
Documentation:
Owl_cblas_bindings Owl_cblas_generated Owl_cblas Owl_pretty Generic matrix printing functions.Owl_maths Mathematics moduleOwl_utils Helper functions used in the libraryOwl_stats Statistics moduleOwl_dense_common Owl_backend_gsl_linalg Owl_slicing Owl_dense_ndarray_generic N-dimensional array module This module is built atop of Genarray module in OCaml Bigarray. The module also heavily relies on Lacaml to call native BLAS/LAPACK to improve the performance. The documentation of some math functions is copied directly from Lacaml.Owl_dense_matrix_generic Owl_types Define the types shared by various modulesOwl_sparse_common Owl_sparse_matrix_generic Sparse real matrix: this module supports the operations on sparse matrices of real numbers. The module is partly built atop of GSL fucntions. Because GSL only has limited support for sparse matrices. There are some hacks and workarounds in the code.Owl_sparse_ndarray_generic Owl_ext_types Owl_dense_matrix_c Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of {re = float; im = float}.Owl_dense_matrix_d Owl_dense_matrix_s Owl_dense_matrix_z Complex dense matrix module: this module supports operations on dense matrices of complex numbers. The complex number has a record type of {re = float; im = float}.Owl_operator Owl_dense_matrix Owl_ext_dense_matrix Owl_dense_ndarray_c Owl_dense_ndarray_d Owl_dense_ndarray_s Owl_dense_ndarray_z Owl_dense_ndarray Owl_ext_dense_ndarray Owl_ext_lifts Owl_ext_binop Owl_ext_uniop Owl_ext Owl_algodiff_generic Owl_dense_vector_generic Owl_dense_vector_c Owl_dense_vector_d Owl_dense_vector_s Owl_dense_vector_z Owl_dense_vector Owl_algodiff_numerical Numerical differentiation module This module provides APIs for performing numerical differentiation of any user defined functions. The module is part of Algodiff module, and only supports float numbers at the moment.Owl_algodiff Algorithmic differentiationOwl_cluster Owl_const Values of physical constants CGS < MKS < SI. Read wikipedia on CGS and SI system for more details.Owl_nlp_utils Owl_dataset Dataset module provides an easy way to access various datasets for experiment Owl_dense Dense matrix module Owl_fft Fast Fourier Transforms (FFTs) : this module implements some basic FFT operations. Most of them are similar to the same funcitons in Matlab, and you will find it very easy to use in case you are familiar with Matlab.Owl_linalg Linalg moduleOwl_plot Plot module The input to a plot function is supposed to be a row-based matrix.Owl_optimise Owl_regression Regression moduleOwl_sparse_dok_matrix Owl_sparse_matrix_c Owl_sparse_matrix_d Owl_sparse_matrix_s Owl_sparse_matrix_z Owl_sparse_matrix Owl_sparse_ndarray_c Owl_sparse_ndarray_d Owl_sparse_ndarray_s Owl_sparse_ndarray_z Owl_sparse_ndarray Owl_sparse Sparse matrix module Owl Owl_conv Owl_toplevel Install Toplevel PrintersOwl_nlp_vocabulary Owl_nlp_corpus Owl_nlp_lda0 Owl_nlp_similarity Owl_nlp_tfidf Owl_nlp Owl_nlp_lda Owl_backend_gsl_maths Owl_backend_gsl_stats