mir 0.17.0-alpha8

Generic Numerical Library for Science and Machine Learning


To use this package, run the following command in your project's root directory:

Manual usage
Put the following dependency into your project's dependences section:

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Mir

Generic Numerical Library for Science and Machine Learning.

Projects based on Mir

Documentation

API can be found here. Read also the Mir blog.

Contents

  • mir.ndslice Multidimensional Random Access Ranges and Arrays
  • mir.sparse Sparse Tensors
  • Sparse - DOK format
  • Different ranges for COO format
  • CompressedTensor - CSR/CSC formats
  • mir.sparse.blas - Sparse BLAS for CompressedTensor
  • mir.model.lda.hoffman - Online variational Bayes for latent Dirichlet allocation (Online VB LDA) for sparse documents. LDA is used for topic modeling.
  • mir.combinatorics Combinations, combinations with repeats, cartesian power, permutations.
  • mir.las.sum Functions and Output Ranges for Summation Algorithms. Works with user-defined types.
  • Precise algorithm: improved analog of Python's fsum
  • Pairwise algorithm: fast version for Input Ranges
  • Kahan, KBN, and KB2 algorithms

In progress

  • mir.random - non-uniform RNGs.
  • mir.glas - Generic Linear Algebra Subroutines.

Compatibility

  • LDC (LLVM D Compiler) >= 1.1.0-beta2 (recommended compiler).
  • DMD (reference D compiler) >= 2.072.1.
LinuxMac OS XWindows
LDC 64Build StatusBuild StatusBuild status
LDC 32Build StatusN/AN/A
DMD 64Build StatusBuild StatusBuild status
DMD 32Build StatusN/ABuild status

Fast setup with the dub package manager

Latest version Latest version Dub downloads

Dub is the D's package manager. You can create a new project with:

dub init <project-name>

Now you need to edit the dub.json add mir as dependency and set its targetType to executable.

{
	...
	"dependencies": {
		"mir": "~><current-version>"
	},
	"targetType": "executable",
	"dflags-ldc": ["-mcpu=native"]
}

Now you can create a main file in the source and run your code with

dub

Flags --build=release and --compiler=ldmd2 can be added for a performance boost:

dub --build=release --compiler=ldmd2

ldmd2 is a shell on top of LDC (LLVM D Compiler). "dflags-ldc": ["-mcpu=native"] allows LDC to optimize Mir for your CPU.

Arch Linux
TypeNameVersion
Stablelibmirlibmir libmir
Latestlibmir-gitlibmir-git

Contributing

See our TODO List. Mir is very young and we are open for contributing to source code, documentation, examples and benchmarks.

Notes

Authors:
  • Ilya Yaroshenko
  • Sebastian Wilzbach
Dependencies:
cpuid
Versions:
3.2.3 2022-Jun-05
3.2.2 2020-Nov-15
3.2.1 2020-Mar-30
3.2.0 2019-Apr-13
3.1.2 2019-Mar-23
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Score:
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Short URL:
mir.dub.pm