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Merge pull request #31 from UBC-MDS/quarto_report
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Quarto report finalization
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MarekB19 authored Dec 8, 2024
2 parents 939a18b + 053d760 commit fc237fe
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19 changes: 19 additions & 0 deletions README.md
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Expand Up @@ -24,6 +24,25 @@ Copy the link from the output (the link would look like below)
and paste it to your browser and change the port number from `8888` to `9999` to launch jupyter notebook.
![Jupyter-lab](img/9999.png)

#### 2\. Running the Analysis
To run the analysis, open a terminal and run the following commands:
```
python scripts/1_download_decode_data.py --id=45 --write-to=data/raw
python scripts/2_data_split_validate.py --split=0.1 --raw-data=data/raw/pretransformed_heart_disease.csv --write-to=data/processed
python scripts/3_eda.py --train data/processed/train_df.csv --test data/processed/test_df.csv --write-to results
python scripts/4_training_models.py --train data/processed/train_df.csv --write-to results
python scripts/5_evaluate.py --train data/processed/train_df.csv --test data/processed/test_df.csv --write-to results
quarto render reports/heart_diagnostic_analysis.qmd --to html
```

#### 3\. Clean Up
To shut down the container and clean up the resources, type Cntrl + C in the terminal where you launched the container, and then type `docker compose rm`.

## Dependencies
- conda (version 24.7.1 or higher)
- conda-lock (version 2.5.7 or higher)
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