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include *.rst | ||
recursive-include src/alchemlyb *.gz *.bz2 *.zip *.rst *.txt | ||
include README.rst | ||
include README.md | ||
include LICENSE | ||
include versioneer.py | ||
include src/alchemlyb/_version.py |
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# alchemlyb: the simple alchemistry library | ||
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[![Zenodo DOI](https://zenodo.org/badge/68669096.svg)](https://zenodo.org/badge/latestdoi/68669096) [![Documentation](https://readthedocs.org/projects/alchemlyb/badge/?version=latest)](http://alchemlyb.readthedocs.io/en/latest/) [![Build Status](https://github.com/alchemistry/alchemlyb/actions/workflows/ci.yaml/badge.svg?branch=master)](https://github.com/alchemistry/alchemlyb/actions/workflows/ci.yaml) [![Code coverage](https://codecov.io/gh/alchemistry/alchemlyb/branch/master/graph/badge.svg)](https://codecov.io/gh/alchemistry/alchemlyb) [![anaconda package](https://anaconda.org/conda-forge/alchemlyb/badges/version.svg)](https://anaconda.org/conda-forge/alchemlyb) | ||
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**alchemlyb** makes alchemical free energy calculations easier to do by leveraging the full power and flexibility of the PyData stack. It includes: | ||
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1. Parsers for extracting raw data from output files of common molecular dynamics engines such as [GROMACS](http://www.gromacs.org/), [AMBER](http://ambermd.org/), [NAMD](http://www.ks.uiuc.edu/Research/namd/) and [other simulation codes](https://alchemlyb.readthedocs.io/en/latest/parsing.html). | ||
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2. Subsamplers for obtaining uncorrelated samples from timeseries data (including extracting independent, equilibrated samples [Chodera2016](#chodera2016) as implemented in the [pymbar](http://pymbar.readthedocs.io/) package). | ||
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3. Estimators for obtaining free energies directly from this data, using best-practices approaches for multistate Bennett acceptance ratio (MBAR) [Shirts2008](#shirts2008) and BAR (from [pymbar](http://pymbar.readthedocs.io/)) and thermodynamic integration (TI). | ||
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## Installation | ||
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**Install** via `pip` from [PyPi (alchemlyb)](https://pypi.org/project/alchemlyb): | ||
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```bash | ||
pip install alchemlyb | ||
``` | ||
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or as a `conda` package from the [conda-forge (alchemlyb)](https://anaconda.org/conda-forge/alchemlyb) channel: | ||
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```bash | ||
conda install -c conda-forge alchemlyb | ||
``` | ||
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**Update** with `pip`: | ||
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```bash | ||
pip install --update alchemlyb | ||
``` | ||
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or with `conda` run: | ||
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```bash | ||
conda update -c conda-forge alchemlyb | ||
``` | ||
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to get the latest released version. | ||
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## Getting involved | ||
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Contributions of all kinds are very welcome. | ||
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If you have questions or want to discuss alchemlyb please post in the [alchemlyb Discussions](https://github.com/alchemistry/alchemlyb/discussions). | ||
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If you have bug reports or feature requests then please get in touch with us through the [Issue Tracker](https://github.com/alchemistry/alchemlyb/issues). | ||
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We also welcome code contributions: have a look at our [Developer Guide](https://github.com/alchemistry/alchemlyb/wiki/Developer-Guide). Open an issue with the proposed fix or change in the [Issue Tracker](https://github.com/alchemistry/alchemlyb/issues) and submit a pull request against the [alchemistry/alchemlyb](https://github.com/alchemistry/alchemlyb) GitHub repository. | ||
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## References | ||
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- <a name="shirts2008"></a> Shirts, M.R., and Chodera, J.D. (2008). Statistically optimal analysis of samples from multiple equilibrium states. The Journal of Chemical Physics 129, 124105. | ||
- <a name="chodera2016"></a> Chodera, J.D. (2016). A Simple Method for Automated Equilibration Detection in Molecular Simulations. Journal of Chemical Theory and Computation 12, 1799–1805. |
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- pymbar>=4 | ||
- scipy | ||
- scikit-learn | ||
- matplotlib | ||
- matplotlib>=3.7 | ||
- loguru | ||
- pyarrow | ||
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- scipy | ||
- scikit-learn | ||
- pyarrow | ||
- matplotlib | ||
- matplotlib>=3.7 | ||
- loguru |
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