Warning:
littlemcmcis still in pre-release and under development. Most notably, behavior is unstable in Jupyter notebooks - for best results and support, please uselittlemcmcin Python scripts. Please consult our GitHub issues.
littlemcmc /lɪtəl ɛm si ɛm si/ noun
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project. Not to be confused with minimc.
Installation
The latest release of LittleMCMC can be installed from PyPI using pip:
pip install littlemcmc
The current development branch of LittleMCMC can be installed directly from
GitHub, also using pip:
pip install git+https://github.com/eigenfoo/littlemcmc.git
Contributors
LittleMCMC is developed by George Ho. For a full list of contributors, please see the GitHub contributor graph.
License
LittleMCMC is modified from the PyMC3 and PyMC4 projects, both of which are distributed under the Apache-2.0 license. A copy of both projects' license files are distributed with LittleMCMC. All modifications from PyMC are distributed under an identical Apache-2.0 license.
1 maintainer
Metadata
1 maintainer
Release files for littlemcmc 0.2.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| littlemcmc-0.2.2.tar.gz | 196.7 kB | Without provenance | Details for littlemcmc-0.2.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| littlemcmc-0.2.2-py3-none-any.whl | Python 3 | none | any | Details for littlemcmc-0.2.2-py3-none-any.whl |
Total release size: 244.0 kB
Release files / littlemcmc-0.2.2.tar.gz
| Download URL | littlemcmc-0.2.2.tar.gz |
|---|---|
| Size | 196.7 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.3.1.post20200622 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.7.6
|
Release files / littlemcmc-0.2.2-py3-none-any.whl
| Download URL | littlemcmc-0.2.2-py3-none-any.whl |
|---|---|
| Size | 47.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/3.1.1 pkginfo/1.5.0.1 requests/2.24.0 setuptools/47.3.1.post20200622 requests-toolbelt/0.9.1 tqdm/4.47.0 CPython/3.7.6
|
Security for littlemcmc 0.2.2
Provenance
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No provenance found
None of the files in this release were uploaded with provenance metadata.
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