FERMATRICA

Anaysis & Reporting

Wed, 16 Oct 2024 00:00:00 +0000

Work in progress

1. Statistical Analysis

When we build a model, we need some guidelines to understand whether our model is good enough or not. The first part of reporting includes metrics and tests to evaluate the quality of a model.

Customizing

Wed, 16 Oct 2024 00:00:00 +0000

to be filled soon

Documentation

Wed, 16 Oct 2024 00:00:00 +0000

How to start

FERMATRICA contains three publicly available reposotories, install all of them for most scenarios.

Clone repos

cd [my_fermatrica_folder]
git clone https://github.com/FERMATRICA/fermatrica_utils.git 
git clone https://github.com/FERMATRICA/fermatrica.git
git clone https://github.com/FERMATRICA/fermatrica_rep.git

Install each via pip install [path]. We recommend to create new virtual environment for your FERMATRICA projects.

cd [my_fermatrica_folder]
pip install [my_fermatrica_folder]/fermatrica_utils
pip install [my_fermatrica_folder]/fermatrica
pip install [my_fermatrica_folder]/fermatrica_rep

Read the guide and try the sample.

Model & Optimizer

Wed, 16 Oct 2024 00:00:00 +0000

1. Key ideas

FERMATRICA separates the model definition into two contours:

Inner contour - generally a linear model.