NF: removing and adding stuff

.github/workflows/test.yaml

@@ -1,4 +1,4 @@
-name: pyitab
+name: sekupy
 
 on: [push]
 
@@ -48,7 +48,7 @@ jobs:
         # flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
     - name: Test with pytest
       run: |
-        python -m pytest --pyargs pyitab --cov=pyitab
+        python -m pytest --pyargs sekupy --cov=sekupy
     - uses: codecov/codecov-action@v1
       if: success()
       name: 'Upload coverage to CodeCov'

.gitignore

@@ -19,8 +19,8 @@ junit-results.xml
 doc/source/*.doctree
 
 
-pyitab/io/data/fmri/0_results/*
-pyitab/io/data/fmri/derivatives/*
-pyitab.egg-info/*
+sekupy/io/data/fmri/0_results/*
+sekupy/io/data/fmri/derivatives/*
+sekupy.egg-info/*
 examples/
 doc/source/_build/*

README.md

@@ -6,12 +6,14 @@
 [![Project Status: WIP – Initial development is in progress, but there has not yet been a stable, usable release suitable for the public.](https://www.repostatus.org/badges/latest/wip.svg)](https://www.repostatus.org/#wip)
 [![CodeFactor](https://www.codefactor.io/repository/github/robbisg/sekupy/badge)](https://www.codefactor.io/repository/github/robbisg/sekupy)
 
-`sekupy` is a python-package created for easing (multivariate) neuroimaging analysis. The package has been thought for
+`sekupy` is a python-package created for deterging your (dirty) (and) (multivariate) neuroimaging analyses. The package has been thought for
 decoding analyses but it includes also basic univariate analyses.
 
 It has some utilities to vary sets of parameters of the analyses without struggling with `for` and `if` statements.
 
-`sekupy` stands for Python at Institute for Advanced Biomedical Technologies (ITAB), which is part of University of Chieti-Pescara "G. D'Annunzio".
+It deterges your results, by saving them in a safe manner, by also keeping in mind BIDS.
+
+`sekupy` is the deterged version of `pyitab`.
 
 # Documentation
 

joss/paper.md

@@ -1,5 +1,5 @@
 ---
-title: 'pyitab: a python package for multivariate pipelines of neuroimaging analyses'
+title: 'sekupy: a python package for multivariate pipelines of neuroimaging analyses'
 tags:
   - Python
   - Pipelines
@@ -28,7 +28,7 @@ bibliography: paper.bib
 
 ## Documentation
 
-The package is accompanied by documentation (https://pyitab.readthedocs.io/en/latest/index.html) and a number of tutorial notebooks which serve as both guides to the package as well as educational resources.
+The package is accompanied by documentation (https://sekupy.readthedocs.io/en/latest/index.html) and a number of tutorial notebooks which serve as both guides to the package as well as educational resources.
 
 # Conclusion
 

pyproject.toml

@@ -46,7 +46,6 @@ dependencies = [
     "pandas",
     "seaborn",
     "imbalanced-learn",
-    #"pymvpa2",
     "mne",
     "lazy_loader",
     "statsmodels",