README
¶
Gonum 
Installation
The core packages of the gonum suite are written in pure Go with some assembly.
Installation is done using go get.
go get -u gonum.org/v1/gonum/...
Build tags
The gonum packages use a variety of build tags to set non-standard build conditions. Building gonum applications will work without knowing how to use these tags, but they can be used during testing and to control the use of assembly and CGO code.
The current list of non-internal tags is as follows:
- appengine — do not use assembly or unsafe
- bounds — use bounds checks even in internal calls
- cblas — use CGO gonum.org/v1/netlib/blas/netlib BLAS implementation in tests (only in mat package)
- noasm — do not use assembly implementations
- tomita — use Tomita, Tanaka, Takahashi pivot choice for maximimal clique calculation, otherwise use random pivot (only in topo package)
Issues
If you find any bugs, feel free to file an issue on the github issue tracker. Discussions on API changes, added features, code review, or similar requests are preferred on the gonum-dev Google Group.
Directories
¶
| Path | Synopsis |
|---|---|
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Package blas provides interfaces for the BLAS linear algebra standard.
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Package blas provides interfaces for the BLAS linear algebra standard. |
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blas32
Package blas32 provides a simple interface to the float32 BLAS API.
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Package blas32 provides a simple interface to the float32 BLAS API. |
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blas64
Package blas64 provides a simple interface to the float64 BLAS API.
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Package blas64 provides a simple interface to the float64 BLAS API. |
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cblas128
Package cblas128 provides a simple interface to the complex128 BLAS API.
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Package cblas128 provides a simple interface to the complex128 BLAS API. |
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cblas64
Package cblas64 provides a simple interface to the complex64 BLAS API.
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Package cblas64 provides a simple interface to the complex64 BLAS API. |
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gonum
Package native is a Go implementation of the BLAS API.
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Package native is a Go implementation of the BLAS API. |
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testblas
Package testblas provides tests for blas implementations.
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Package testblas provides tests for blas implementations. |
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testblas/benchautogen
command
Script for automatic code generation of the benchmark routines.
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Script for automatic code generation of the benchmark routines. |
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diff
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fd
Package fd provides functions to approximate derivatives using finite differences.
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Package fd provides functions to approximate derivatives using finite differences. |
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Package floats provides a set of helper routines for dealing with slices of float64.
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Package floats provides a set of helper routines for dealing with slices of float64. |
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Package fourier provides functions to perform fourier transforms.
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Package fourier provides functions to perform fourier transforms. |
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Package graph defines graph interfaces.
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Package graph defines graph interfaces. |
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community
Package community provides graph community detection functions.
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Package community provides graph community detection functions. |
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encoding
Package encoding provides a common graph encoding API.
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Package encoding provides a common graph encoding API. |
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encoding/dot
Package dot implements GraphViz DOT marshaling and unmarshaling of graphs.
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Package dot implements GraphViz DOT marshaling and unmarshaling of graphs. |
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encoding/graphql
Package graphql implements JSON marshaling and unmarshaling of graph as used by GraphQL
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Package graphql implements JSON marshaling and unmarshaling of graph as used by GraphQL |
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ex/fdpclust
command
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formats/dot
Package dot implements a parser for Graphviz DOT files.
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Package dot implements a parser for Graphviz DOT files. |
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formats/dot/ast
Package ast declares the types used to represent abstract syntax trees of Graphviz DOT graphs.
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Package ast declares the types used to represent abstract syntax trees of Graphviz DOT graphs. |
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formats/dot/internal/astx
Package astx implements utility functions for generating abstract syntax trees of Graphviz DOT graphs.
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Package astx implements utility functions for generating abstract syntax trees of Graphviz DOT graphs. |
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graphs/gen
Package gen provides random graph generation functions.
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Package gen provides random graph generation functions. |
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internal/linear
Package linear provides common linear data structures.
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Package linear provides common linear data structures. |
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internal/ordered
Package ordered provides common sort ordering types.
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Package ordered provides common sort ordering types. |
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internal/set
Package set provides integer and graph.Node sets.
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Package set provides integer and graph.Node sets. |
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internal/uid
Package uid implements unique ID provision for graphs.
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Package uid implements unique ID provision for graphs. |
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multi
Package multi provides a suite of multigraph implementations satisfying the gonum/graph interfaces.
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Package multi provides a suite of multigraph implementations satisfying the gonum/graph interfaces. |
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network
Package network provides network analysis functions.
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Package network provides network analysis functions. |
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path
Package path provides graph path finding functions.
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Package path provides graph path finding functions. |
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path/dynamic
Package dynamic provides incremental heuristic graph path finding functions.
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Package dynamic provides incremental heuristic graph path finding functions. |
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simple
Package simple provides a suite of simple graph implementations satisfying the gonum/graph interfaces.
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Package simple provides a suite of simple graph implementations satisfying the gonum/graph interfaces. |
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topo
Package topo provides graph topology analysis functions.
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Package topo provides graph topology analysis functions. |
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traverse
Package traverse provides basic graph traversal primitives.
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Package traverse provides basic graph traversal primitives. |
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Package integrate provides functions to compute an integral given a specific list of evaluations.
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Package integrate provides functions to compute an integral given a specific list of evaluations. |
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quad
Package quad provides numerical evaluation of definite integrals of single-variable functions.
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Package quad provides numerical evaluation of definite integrals of single-variable functions. |
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internal
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asm/c128
Package c128 provides complex128 vector primitives.
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Package c128 provides complex128 vector primitives. |
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asm/c64
Package c64 provides complex64 vector primitives.
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Package c64 provides complex64 vector primitives. |
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asm/f32
Package f32 provides float32 vector primitives.
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Package f32 provides float32 vector primitives. |
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asm/f64
Package f64 provides float64 vector primitives.
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Package f64 provides float64 vector primitives. |
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cmplx64
Package cmplx64 provides complex64 versions of standard library math/cmplx package routines used by gonum/blas.
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Package cmplx64 provides complex64 versions of standard library math/cmplx package routines used by gonum/blas. |
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math32
Package math32 provides float32 versions of standard library math package routines used by gonum/blas/native.
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Package math32 provides float32 versions of standard library math package routines used by gonum/blas/native. |
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gonum
Package gonum is a pure-go implementation of the LAPACK API.
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Package gonum is a pure-go implementation of the LAPACK API. |
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lapack64
Package lapack64 provides a set of convenient wrapper functions for LAPACK calls, as specified in the netlib standard (www.netlib.org).
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Package lapack64 provides a set of convenient wrapper functions for LAPACK calls, as specified in the netlib standard (www.netlib.org). |
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testlapack
Package testlapack implements a set of testing routines for Lapack functions.
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Package testlapack implements a set of testing routines for Lapack functions. |
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Package mat provides implementations of float64 and complex128 matrix structures and linear algebra operations on them.
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Package mat provides implementations of float64 and complex128 matrix structures and linear algebra operations on them. |
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Package mathext implements special math functions not implemented by the Go standard library.
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Package mathext implements special math functions not implemented by the Go standard library. |
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internal/amos
package amos implements functions originally in the Netlab code by Donald Amos.
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package amos implements functions originally in the Netlab code by Donald Amos. |
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internal/cephes
Package cephes implements functions originally in the Netlib code by Stephen Mosher.
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Package cephes implements functions originally in the Netlib code by Stephen Mosher. |
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internal/gonum
package gonum contains functions implemented by the gonum team.
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package gonum contains functions implemented by the gonum team. |
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Package optimize implements algorithms for finding the optimum value of functions.
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Package optimize implements algorithms for finding the optimum value of functions. |
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convex/lp
Package lp implements routines to solve linear programming problems.
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Package lp implements routines to solve linear programming problems. |
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functions
Package functions provides objective functions for testing optimization algorithms.
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Package functions provides objective functions for testing optimization algorithms. |
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Package stat provides generalized statistical functions.
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Package stat provides generalized statistical functions. |
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combin
Package combin implements routines involving combinatorics (permutations, combinations, etc.).
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Package combin implements routines involving combinatorics (permutations, combinations, etc.). |
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distmat
Package distmat provides probability distributions over matrices.
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Package distmat provides probability distributions over matrices. |
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distmv
Package distmv provides multivariate random distribution types.
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Package distmv provides multivariate random distribution types. |
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distuv
Package distuv provides univariate random distribution types.
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Package distuv provides univariate random distribution types. |
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mds
Package mds provides multidimensional scaling functions.
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Package mds provides multidimensional scaling functions. |
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samplemv
Package samplemv implements advanced sampling routines from explicit and implicit probability distributions.
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Package samplemv implements advanced sampling routines from explicit and implicit probability distributions. |
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sampleuv
Package sampleuv implements advanced sampling routines from explicit and implicit probability distributions.
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Package sampleuv implements advanced sampling routines from explicit and implicit probability distributions. |
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spatial
Package spatial provides spatial statistical functions.
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Package spatial provides spatial statistical functions. |
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Package unit provides a set of types and constants that facilitate the use of the International System of Units (SI).
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Package unit provides a set of types and constants that facilitate the use of the International System of Units (SI). |
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