mir 0.18.0-alpha0
LLVM-accelerated 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:
Mir
Generic Numerical Library for Science and Machine Learning.
Projects based on Mir
Documentation
Documentation API can be found here. Read also the Mir blog.
Contents
mir.ndsliceMultidimensional Random Access Ranges and Arraysmir.sparseSparse TensorsSparse- DOK format- Different ranges for COO format
CompressedTensor- CSR/CSC formatsmir.sparse.blas- Sparse BLAS forCompressedTensormir.model.lda.hoffman- Online variational Bayes for latent Dirichlet allocation (Online VB LDA) for sparse documents. LDA is used for topic modeling.mir.combinatoricsCombinations, combinations with repeats, cartesian power, permutations.mir.las.sumFunctions 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
Mir can be compiled with LDC (LLVM D Compiler) >= 1.1.0-beta2 only. Other D compilers are not supported anymore.
| Linux | Mac OS X | Windows | |
|---|---|---|---|
| 64-bit | |||
| 32-bit | N/A | N/A |
Fast setup with the dub package manager
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.
{
...
"dependencies": {
"mir": "~><current-version>"
},
"dflags-ldc": ["-mcpu=native"]
}
Now you can create an app.d file in the source folder and run your code with
dub --compiler=ldmd2
Flag --build=release and can be added for a performance boost:
dub --compiler=ldmd2 --build=release
ldmd2 is a shell on top of LDC (LLVM D Compiler).
"dflags-ldc": ["-mcpu=native"] allows LDC to optimize Mir for your CPU.
Contributing
See our TODO List. Mir is very young and we are open for contributing to source code, documentation, examples and benchmarks.
Notes
mir.ndsliceis a development version of thestd.experimental.ndslicepackage.
- 0.18.0-alpha0 released 9 years ago
- libmir/mir
- BSL-1.0
- 2015-2016, Ilya Yaroshenko, Mir Team
- Authors:
- Dependencies:
- cpuid
- Versions:
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