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Update README.md
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Gianatmaja authored May 9, 2023
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Expand Up @@ -78,6 +78,8 @@ After the data is downloaded (using the codes defined in `components / get_data/

Post training, the trained model will be exported, and will be used alongside the test data for model testing (`components / test_regression_model/`).

The main tools that support the development of this pipeline are described below.

### MLflow Project

Each step of the pipeline follows the format of an MLflow project, which in our case, contains the following files:
Expand All @@ -99,6 +101,8 @@ Weights & Biases has been incorporated into this project's codebase. Hence, all

The dashboard can further be used to compare metrics across runs, add tags to artifacts, view logs, etc.

View the public dashboard for this project [here](https://wandb.ai/gianatmaja/nyc_airbnb?workspace=user-gianatmaja).

For more information on Weights & Biases, kindly refer to their [documentation](https://docs.wandb.ai/).

### Hydra Configuration File
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