math/py-openTSNE 1.0.4

Fast, parallel implementations of t-SNE

Repository: FreeBSD ports
Maintainer: [email protected]
License: BSD3CLAUSE
Categories: math, python

Description

openTSNE is a modular Python implementation of t-Distributed Stochasitc Neighbor Embedding (t-SNE), a popular dimensionality-reduction algorithm for visualizing high-dimensional data sets. openTSNE incorporates the latest improvements to the t-SNE algorithm, including the ability to add new data points to existing embeddings, massive speed improvements, enabling t-SNE to scale to millions of data points and various tricks to improve global alignment of the resulting visualizations.

Install

As a binary package — by origin, or by package name:

pkg install math/py-openTSNE
pkg install py312-openTSNE

From the ports tree:

cd /usr/ports/math/py-openTSNE/ && make install clean

To depend on this port in another port's Makefile:

RUN_DEPENDS=	py312-openTSNE>0:math/py-openTSNE

Packages

The version each package repository carries. “-” means the repository builds no package of it, “n/a” that there is no such repository.

Repository	aarch64	amd64	armv6	armv7	i386
FreeBSD:14:latest	-	1.0.4	-	1.0.2	1.0.4
FreeBSD:14:quarterly	-	1.0.4	n/a	1.0.2	1.0.4
FreeBSD:15:latest	-	1.0.4	n/a	1.0.2	1.0.2
FreeBSD:15:quarterly	-	1.0.4	n/a	n/a	n/a
FreeBSD:16:latest	-	1.0.4	n/a	n/a	n/a
FreeBSD:16:quarterly	n/a	n/a	n/a	n/a	n/a

Dependencies

As this port's Makefile names them.

Build 2

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}wheel>0 : devel/py-wheel

Library 1

libfftw3.so : math/fftw3

Runtime 3

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}scipy>0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}scikit-learn>=0.20 : science/py-scikit-learn

The full lists below include those, and their dependencies in turn.

All build dependencies 25

All run dependencies 24

No port depends on this one.

Configuration

No options to configure.

USES: compiler:c++14-lang localbase:ldflags python
Service scripts: none

Files

distinfo 1

File	Size	SHA256
opentsne-1.0.4.tar.gz	252491	e90bf612be94fcbe06e3cab9531a58e4824661f38dd7c2e934569820d15c82ab

File

Size

SHA256

opentsne-1.0.4.tar.gz

252491

e90bf612be94fcbe06e3cab9531a58e4824661f38dd7c2e934569820d15c82ab

Master sites 1

PYPI

Commit history 0

No commits in the history this site was built from.