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Error propagation and statistical analysis for Markov chain Monte Carlo simulations in lattice QCD and statistical mechanics using autograd
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s-kuberski a214465413
Fix/gaps (#169) 
* fix: Fixed range detection in gamma_method

* Corrected test in dobsio

* Changed expansion paradigm in gamma_method

* Extended tests

* Updated docstrings

* Removed unnecessary intermediate variable

* Removed unnecessary code

* Fixed previously introduced bug in output in obs.details()

* Fixed previously introduced bug in window determination

* New criterion for matching gapped replica, fixed determination of w_max and fixed tau_exp analysis with gaps

* tests: split up consistency test for gamma method.

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Co-authored-by: Fabian Joswig <fabian.joswig@ed.ac.uk>
2023-04-20 17:30:57 +01:00
.github build: bug report default title changed again. 2023-03-11 21:38:29 +00:00
examples docs: version guard added to combined fit example. 2023-03-09 13:38:51 +00:00
pyerrors Fix/gaps (#169) 2023-04-20 17:30:57 +01:00
tests Fix/gaps (#169) 2023-04-20 17:30:57 +01:00
.gitignore build: .hypothesis added to gitignore. 2023-03-17 17:56:40 +00:00
CHANGELOG.md docs: CHANGELOG updated. 2023-03-21 10:28:15 +01:00
CITATION.cff docs: CHANGELOG and CITATION file updated. 2022-10-13 12:08:54 +01:00
conftest.py tests: conftest.py added 2022-01-20 13:56:56 +00:00
CONTRIBUTING.md docs: CONTRIBUTING.md extended. 2023-03-10 14:37:50 +00:00
LICENSE Initial public release 2020-10-13 16:53:00 +02:00
pyproject.toml build: pyproject.toml added. 2022-08-01 16:43:19 +01:00
README.md docs: DOI badge corrected. 2023-04-14 15:41:29 +01:00
setup.py build: minimal numpy version bumped to 1.21 as 1.20 runs out of support 2023-01-23 16:23:09 +00:00

README.md

pytest License: MIT arXiv DOI

pyerrors

pyerrors is a python framework for error computation and propagation of Markov chain Monte Carlo data from lattice field theory and statistical mechanics simulations.

Installation

Install the most recent release using pip and pypi:

pip install pyerrors     # Fresh install
pip install -U pyerrors  # Update

Install the most recent release using conda and conda-forge:

conda install -c conda-forge pyerrors  # Fresh install
conda update -c conda-forge pyerrors   # Update

Contributing

We appreciate all contributions to the code, the documentation and the examples. If you want to get involved please have a look at our contribution guideline.