Quarto dependency

[Farhan-Faisal]

• Updated environment file (quarto, jupyter, notebook, tabulate)
• Merged in changes from script branches
• Changes to eda.py => (removed figure titles)
• Changes to model_evaluation.py => (used best_estimator for cross validation and changed table format)
• Changed name of one script to clean_n_split.py
• Added report.qmd, report.html, report.pdf
• Created docs folder and copied over index.html
• Made new docker file with fixed quarto permission issues

[Farhan-Faisal]

python download.py
--id 186
--save_to data/wine_ex.csv

python validation_before_split.py
--file_name wine_ex.csv
--data_path ../data/

python clean_n_split_data.py
--raw-data ../data/wine_ex.csv

python eda_n_correlation_check.py
--train-file ../data/wine_train.csv
--output-img ../results/figures
--output-table ../results/tables

python preprocessing.py
--pipe-to ../results/models

python model_evaluation_wine_predictor.py --train-data ../data/wine_train.csv
--test-data ../data/wine_test.csv
--pipeline-path ../results/models/wine_pipeline.pickle
--table-to ../results/tables
--plot-to ../results/figures

[Farhan-Faisal]

cd scripts
quarto render report.qmd --to pdf
quarto render report.qmd --to html

[Farhan-Faisal]

cp scripts/report.html ../docs
cd docs
mv report.html index.html

[adrianl726]

crazy

[adrianl726]

Author names should be ordered by last names tho

[Farhan-Faisal]

Didn't notice it should be by last names : (
Will fix it soon.