blas alternatives and similar packages
Based on the "Science and Data Analysis" category.
Alternatively, view blas alternatives based on common mentions on social networks and blogs.
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gonum
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more -
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gosl
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations. -
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gonum/mat64
DISCONTINUED. The general purpose package for matrix computation. Package mat64 provides basic linear algebra operations for float64 matrices. -
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TextRank
:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine). -
sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications -
triangolatte
2D triangulation library. Allows translating lines and polygons (both based on points) to the language of GPUs. -
PiHex
PiHex Library, written in Go, generates a hexadecimal number sequence in the number Pi in the range from 0 to 10,000,000. -
GoStats
GoStats is a go library for math statistics mostly used in ML domains, it covers most of the statistical measures functions. -
mudlark-go
DISCONTINUED. A collection of packages providing (hopefully) useful code for use in software using Google's Go programming language.
InfluxDB - Power Real-Time Data Analytics at Scale
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README
Go implementation of BLAS (Basic Linear Algebra Subprograms)
Any function is implemented in generic Go and if it is justified, it is optimized for AMD64 (using SSE2 instructions).
AMD64 implementation uses MOVUPS/MOVUPD instructions if all strides equal to 1 so it run fast on Nehalem, Sandy Bridge and newer processors but relatively slow on older processors.
Any implemented function has its own unity test and benchmark.
Implemented functions
Level 1
Sdsdot, Sdot, Ddot, Snrm2, Dnrm2, Sasum, Dasum, Isamax, Idamax, Sswap, Dswap, Scopy, Dcopy, Saxpy, Daxpy, Sscal, Dscal, Srotg, Drotg, Srot, Drot
Level 2
not implemented
Level 3
not implemented
Example benchmarks
FunctionGeneric GoOptimized for AMD64 Ddot2825 ns/op895 ns/op Dnrm22787 ns/op597 ns/op Dasum3145 ns/op560 ns/op Sdsdot3133 ns/op1733 ns/op Sdot2832 ns/op508 ns/op