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GitHub / eigenfoo / littlemcmc
A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/eigenfoo%2Flittlemcmc
Stars: 49
Forks: 8
Open Issues: 8
License: apache-2.0
Language: Python
Repo Size: 772 KB
Dependencies:
25
Created: over 4 years ago
Updated: 3 months ago
Last pushed: about 3 years ago
Last synced: 25 days ago
Topics: hmc, markov-chain-monte-carlo, mcmc, nuts, python
Files
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Readme
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Dependencies
requirements-dev.txt
pypi
- Theano ==1.0.4 development
- arviz ==0.8.3 development
- black * development
- jax ==0.1.70 development
- jaxlib ==0.1.47 development
- jupyter * development
- matplotlib ==3.2.1 development
- mypy * development
- numpydoc * development
- pydocstyle * development
- pylint * development
- pymc3 ==3.8 development
- pytest * development
- pytest-cov * development
- pytest-html * development
- setuptools * development
- sphinx * development
- sphinx-rtd-theme * development
- torch ==1.5.0 development
- twine * development
requirements.txt
pypi
- fastprogress *
- joblib >=0.14.1
- numpy *
- scipy >=0.18.1
- wheel *