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raphaelrubrice authored Jan 10, 2025
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# Classification task keywords :
# AP_PROG Machine Learning Assignment
## Classification task keywords :
**scRNAseq data-based tissue prediction , Highly unbalanced, Very High dimensionality**
# Regression task keywords :
## Regression task keywords :
**Life expectancy prediction, Model explainability, Error Analysis**

# [Website of this reposiory](https://raphaelrubrice.github.io/Machine_Learning_Assignment/)
## AP_PROG Machine Learning Assignment
## [Website of this reposiory](https://raphaelrubrice.github.io/Machine_Learning_Assignment/)
Created for the evaluated assignment of the AP_PROG Machine Learning course at AgroParisTech given by Mr. Vincent GUIGUE. The details of the asisgnment are given [here](https://github.com/vguigue/tuto_sklearn) (in french).

In the present repository you will find the html rendered versions of my notebooks for the Classification task I decided to investigate and another for the Regression task I chose. I also made available the actual notebooks for anyone wanting to play with the data and further investigate the problem themselves.
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