Development

[BalzaniEdoardo]

Merge development into main. Main changes:

1. New API for: Regularizer, BaseRegressor and GLM. Regularizers are now stateless, and all the hyperparameters for the regularizers and solvers can be set at BaseRegressor initialization. See Refactoring regularizer and solver  #183 for more info.
2. Updated contributing guide and developers notes. See update contributing guide #198
3. Improved API for TransformerBasis. All basis attribute are accessible directly from the transformer basis. This facilitates cross-validation and inspection. See Update TransformerBasis and Basis to work with scikit-learn pipelining and CV #169.
4. Improved Calcium imaging tutorial. See update to calcium imaging demo #159.

Thanks to @clewis7, @bagibence and, @EricThomson for the great contributions! 🚀 🚀 🚀

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 97.68638% with 9 lines in your changes missing coverage. Please review.

Project coverage is 97.30%. Comparing base (23433ce) to head (b5f0808).
Report is 1 commits behind head on main.

Files	Patch %	Lines
src/nemos/base_regressor.py	96.35%	5 Missing ⚠️
src/nemos/basis.py	96.61%	4 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #210      +/-   ##
==========================================
+ Coverage   97.23%   97.30%   +0.06%     
==========================================
  Files          15       18       +3     
  Lines        1484     1669     +185     
==========================================
+ Hits         1443     1624     +181     
- Misses         41       45       +4     

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