Commit 6d10df1c authored by Joaquin Torres's avatar Joaquin Torres

Update README.md

parent 3895c771
...@@ -3,7 +3,9 @@ ...@@ -3,7 +3,9 @@
[Intro] [Intro]
This repository is organized as follows: This repository is organized as follows:
* [EDA](./EDA): Exploring data, handling missing values, analyzing variable distribution, filtering data, feature selection, encoding variables, and performing correlation analysis. * [EDA](./EDA):
* [output](./EDA/output): Plots about feature distributions, correlations and importance.
* [EDA.ipynb](./EDA/EDA.ipynb): Notebook used for exploring and filtering data, handling missing values, encoding variables, building the final pre- and post- pandemic datasets, and generating plots for feature distributions, correlations and importance.
* [gen_train_data](./gen_train_data): Generating training and testing datasets [wait for final approach TBC]. * [gen_train_data](./gen_train_data): Generating training and testing datasets [wait for final approach TBC].
* [model_selection](./model_selection): Tuning models, generating metrics from cross-validation and testing, and selecting final models. * [model_selection](./model_selection): Tuning models, generating metrics from cross-validation and testing, and selecting final models.
* [hyperparam_tuning.py](./model_selection/hyperparam_tuning.py): Tunes models through a random search of hyperparameters. * [hyperparam_tuning.py](./model_selection/hyperparam_tuning.py): Tunes models through a random search of hyperparameters.
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