## Make regression documentation References: [multidimensionaloptimization.pdf](https://github.com/vktrbr/optimization_ml/blob/main/MultiDimensionalOptimization/documentation/_build/latex/multidimensionaloptimization.pdf) - [ ] Conceptual model rst file [ConceptualModel.rst](https://github.com/vktrbr/optimization_ml/blob/main/MultiDimensionalOptimization/documentation/ConceptualModel.rst). Describe the situation in which we work, e.g. stock exange or healthcare - [ ] Mathematical model rst file [MathematicalModel.rst](https://github.com/vktrbr/optimization_ml/blob/main/MultiDimensionalOptimization/documentation/MathematicalModel.rst). Describe losses and motivation or l1 and l2. (**L2** - https://en.wikipedia.org/wiki/Tikhonov_regularization, **L1** - https://en.wikipedia.org/wiki/Lasso_(statistics)) - [ ] Requirements rst file [SolutionRequirements.rst](https://github.com/vktrbr/optimization_ml/blob/main/MultiDimensionalOptimization/documentation/SolutionRequirements.rst). A very short part. About half a sheet 1. Input 2. visualiztion 3. method - [ ] Sphinx deploy [sphinx-step-by-step.txt](https://github.com/vktrbr/optimization_ml/blob/main/OneDimensionalOptimization/documentation/tutorial/sphinx-step-by-step.txt) - [ ] Formatting all files for latex. And create documentation in pdf format
Make regression documentation
References: multidimensionaloptimization.pdf
Conceptual model rst file ConceptualModel.rst. Describe the situation in which we work, e.g. stock exange or healthcare
Mathematical model rst file MathematicalModel.rst. Describe losses and motivation or l1 and l2.
(L2 - https://en.wikipedia.org/wiki/Tikhonov_regularization,
L1 - https://en.wikipedia.org/wiki/Lasso_(statistics))
Requirements rst file SolutionRequirements.rst. A very short part. About half a sheet
Sphinx deploy sphinx-step-by-step.txt
Formatting all files for latex. And create documentation in pdf format