math/py-ssm 0.0.1_5 FreeBSD

Bayesian learning and inference for state space models

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

Description

This package has fast and flexible code for simulating, learning, and performing inference in a variety of state space models. Currently, it supports: * Hidden Markov Models (HMM) * Auto-regressive HMMs (ARHMM) * Input-output HMMs (IOHMM) * Hidden Semi-Markov Models (HSMM) * Linear Dynamical Systems (LDS) * Switching Linear Dynamical Systems (SLDS) * Recurrent SLDS (rSLDS) * Hierarchical extensions of the above * Partial observations and missing data

It supports the following observation models: * Gaussian * Student's * Bernoulli * Poisson * Categorical * Von Mises

Install

Binary package:

pkg install py312-ssm

From the ports tree:

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

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

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

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	-	0.0.1_5	-	-	0.0.1_5
FreeBSD:14:quarterly	-	0.0.1_5	n/a	-	0.0.1_5
FreeBSD:15:latest	-	0.0.1_5	n/a	-	0.0.1_2
FreeBSD:15:quarterly	-	0.0.1_5	n/a	n/a	n/a
FreeBSD:16:latest	-	0.0.1_5	n/a	n/a	n/a
FreeBSD:16:quarterly	n/a	n/a	n/a	n/a	n/a

Repository

aarch64

amd64

armv6

armv7

i386

FreeBSD:14:latest

0.0.1_5

FreeBSD:14:quarterly

0.0.1_5

n/a

0.0.1_5

FreeBSD:15:latest

0.0.1_5

n/a

0.0.1_2

FreeBSD:15:quarterly

0.0.1_5

n/a

FreeBSD:16:latest

0.0.1_5

n/a

FreeBSD:16:quarterly

n/a

Dependencies

As this port's Makefile names them.

Build 9

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}autograd>0 : math/py-autograd
${PYTHON_PKGNAMEPREFIX}future>0 : devel/py-future
${PYTHON_PKGNAMEPREFIX}matplotlib>0 : math/py-matplotlib
${PYTHON_PKGNAMEPREFIX}numba>0 : devel/py-numba
${PYTHON_PKGNAMEPREFIX}scipy>0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}scikit-learn>0 : science/py-scikit-learn
${PYTHON_PKGNAMEPREFIX}seaborn>0 : math/py-seaborn
${PYTHON_PKGNAMEPREFIX}tqdm>0 : misc/py-tqdm

Runtime 9

${PYTHON_PKGNAMEPREFIX}numpy>=1.16 : math/py-numpy
${PYTHON_PKGNAMEPREFIX}autograd>0 : math/py-autograd
${PYTHON_PKGNAMEPREFIX}future>0 : devel/py-future
${PYTHON_PKGNAMEPREFIX}matplotlib>0 : math/py-matplotlib
${PYTHON_PKGNAMEPREFIX}numba>0 : devel/py-numba
${PYTHON_PKGNAMEPREFIX}scipy>0 : science/py-scipy
${PYTHON_PKGNAMEPREFIX}scikit-learn>0 : science/py-scikit-learn
${PYTHON_PKGNAMEPREFIX}seaborn>0 : math/py-seaborn
${PYTHON_PKGNAMEPREFIX}tqdm>0 : misc/py-tqdm

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

Build dependencies 116

The first 100 are listed.

Run dependencies 114

The first 100 are listed.

No port depends on this one.

Configuration

No options to configure.

USES: python
Service scripts: none

Files

distinfo 1

File	Size	SHA256
ssm-0.0.1.tar.gz	309185	b3eca53d3049306097de5977bb5c663f0c5f11db14e77ad7515c2902067f0458

File

Size

SHA256

ssm-0.0.1.tar.gz

309185

b3eca53d3049306097de5977bb5c663f0c5f11db14e77ad7515c2902067f0458

Master sites 1

PYPI

Commit history 0

No commits in the history this site was built from.