hmmlearn

hmmlearn is a set of algorithms for unsupervised learning and inference of Hidden Markov Models. For supervised learning learning of HMMs and similar models see seqlearn.

Note: This package is under limited-maintenance mode.

Important links

Official source code repo: https://github.com/hmmlearn/hmmlearn
HTML documentation (stable release): https://hmmlearn.readthedocs.org/en/stable
HTML documentation (development version): https://hmmlearn.readthedocs.org/en/latest

Dependencies

The required dependencies to use hmmlearn are

Python >= 3.6
NumPy >= 1.10
scikit-learn >= 0.16

You also need Matplotlib >= 1.1.1 to run the examples and pytest >= 2.6.0 to run the tests.

Installation

Requires a C compiler and Python headers.

To install from PyPI:

pip install --upgrade --user hmmlearn

To install from the repo:

pip install --user git+https://github.com/hmmlearn/hmmlearn

Metadata

Release files for hmmlearn 0.3.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hmmlearn 0.3.3
File	Size	Uploaded	Provenance	Actions
hmmlearn-0.3.3.tar.gz	78.5 kB	Oct 31, 2024	Without provenance	Details for hmmlearn-0.3.3.tar.gz

Built distributions (wheels)

Total release size: 4.8 MB

Release files / hmmlearn-0.3.3.tar.gz

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Size	130.3 kB
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Upload date	Oct 31, 2024
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/5.1.1 CPython/3.12.7`

Release files / hmmlearn-0.3.3-cp38-cp38-macosx_10_9_universal2.whl

Download URL	hmmlearn-0.3.3-cp38-cp38-macosx_10_9_universal2.whl
Size	195.3 kB
Tags	CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64)
SHA-256 checksum How to use checksums	`ade68e4dfed1e60233afe0169de101f6b670eb83ec66f3c0691230dd7276c0bf`
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Upload date	Oct 31, 2024
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Uploaded via	`twine/5.1.1 CPython/3.12.7`

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This release

0.3.3 This release

Oct 31, 2024 31 release files No provenance

File	Interpreter	ABI	Platform	Actions Reset
hmmlearn-0.3.3-cp313-cp313-win_amd64.whl 127.3 kB Oct 31, 2024 Without provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for hmmlearn-0.3.3-cp313-cp313-win_amd64.whl
hmmlearn-0.3.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 166.0 kB Oct 31, 2024 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 163.4 kB Oct 31, 2024 Without provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp313-cp313-macosx_10_13_x86_64.whl 130.9 kB Oct 31, 2024 Without provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details for hmmlearn-0.3.3-cp313-cp313-macosx_10_13_x86_64.whl
hmmlearn-0.3.3-cp313-cp313-macosx_10_13_universal2.whl 196.2 kB Oct 31, 2024 Without provenance	CPython 3.13	CPython 3.13	macOS 10.13+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp313-cp313-macosx_10_13_universal2.whl
hmmlearn-0.3.3-cp312-cp312-win_amd64.whl 127.3 kB Oct 31, 2024 Without provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for hmmlearn-0.3.3-cp312-cp312-win_amd64.whl
hmmlearn-0.3.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 166.0 kB Oct 31, 2024 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 163.5 kB Oct 31, 2024 Without provenance	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp312-cp312-macosx_10_9_x86_64.whl 130.8 kB Oct 31, 2024 Without provenance	CPython 3.12	CPython 3.12	macOS 10.9+ x86-64	Details for hmmlearn-0.3.3-cp312-cp312-macosx_10_9_x86_64.whl
hmmlearn-0.3.3-cp312-cp312-macosx_10_9_universal2.whl 196.1 kB Oct 31, 2024 Without provenance	CPython 3.12	CPython 3.12	macOS 10.9+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp312-cp312-macosx_10_9_universal2.whl
hmmlearn-0.3.3-cp311-cp311-win_amd64.whl 127.0 kB Oct 31, 2024 Without provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for hmmlearn-0.3.3-cp311-cp311-win_amd64.whl
hmmlearn-0.3.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 165.9 kB Oct 31, 2024 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 163.4 kB Oct 31, 2024 Without provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp311-cp311-macosx_10_9_x86_64.whl 132.0 kB Oct 31, 2024 Without provenance	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details for hmmlearn-0.3.3-cp311-cp311-macosx_10_9_x86_64.whl
hmmlearn-0.3.3-cp311-cp311-macosx_10_9_universal2.whl 198.5 kB Oct 31, 2024 Without provenance	CPython 3.11	CPython 3.11	macOS 10.9+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp311-cp311-macosx_10_9_universal2.whl
hmmlearn-0.3.3-cp310-cp310-win_amd64.whl 125.9 kB Oct 31, 2024 Without provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details for hmmlearn-0.3.3-cp310-cp310-win_amd64.whl
hmmlearn-0.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 164.6 kB Oct 31, 2024 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 162.6 kB Oct 31, 2024 Without provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp310-cp310-macosx_10_9_x86_64.whl 130.4 kB Oct 31, 2024 Without provenance	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details for hmmlearn-0.3.3-cp310-cp310-macosx_10_9_x86_64.whl
hmmlearn-0.3.3-cp310-cp310-macosx_10_9_universal2.whl 195.6 kB Oct 31, 2024 Without provenance	CPython 3.10	CPython 3.10	macOS 10.9+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp310-cp310-macosx_10_9_universal2.whl
hmmlearn-0.3.3-cp39-cp39-win_amd64.whl 126.0 kB Oct 31, 2024 Without provenance	CPython 3.9	CPython 3.9	Windows x86-64	Details for hmmlearn-0.3.3-cp39-cp39-win_amd64.whl
hmmlearn-0.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 164.8 kB Oct 31, 2024 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 162.7 kB Oct 31, 2024 Without provenance	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp39-cp39-macosx_10_9_x86_64.whl 130.5 kB Oct 31, 2024 Without provenance	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details for hmmlearn-0.3.3-cp39-cp39-macosx_10_9_x86_64.whl
hmmlearn-0.3.3-cp39-cp39-macosx_10_9_universal2.whl 195.8 kB Oct 31, 2024 Without provenance	CPython 3.9	CPython 3.9	macOS 10.9+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp39-cp39-macosx_10_9_universal2.whl
hmmlearn-0.3.3-cp38-cp38-win_amd64.whl 125.9 kB Oct 31, 2024 Without provenance	CPython 3.8	CPython 3.8	Windows x86-64	Details for hmmlearn-0.3.3-cp38-cp38-win_amd64.whl
hmmlearn-0.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 164.5 kB Oct 31, 2024 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details for hmmlearn-0.3.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
hmmlearn-0.3.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 162.3 kB Oct 31, 2024 Without provenance	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details for hmmlearn-0.3.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
hmmlearn-0.3.3-cp38-cp38-macosx_10_9_x86_64.whl 130.3 kB Oct 31, 2024 Without provenance	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details for hmmlearn-0.3.3-cp38-cp38-macosx_10_9_x86_64.whl
hmmlearn-0.3.3-cp38-cp38-macosx_10_9_universal2.whl 195.3 kB Oct 31, 2024 Without provenance	CPython 3.8	CPython 3.8	macOS 10.9+ universal2 (ARM64, x86-64)	Details for hmmlearn-0.3.3-cp38-cp38-macosx_10_9_universal2.whl

hmmlearn 0.3.3