Baseline model implementation #11

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opened 2025-10-29 16:56:12 +00:00 by vascodias23 · 0 comments

vascodias23 commented

2025-10-29 16:56:12 +00:00

(Migrated from github.com)

We need to implement a baseline model, covering all the steps in the ML pipeline from data ingestion and preparation to the validated model ready for deployment.

The high level tasks are as follows:

Cleaning and analyzing the data
Preprocessing the data
Picking and training the chosen model
Evaluating the model and discussing results, suggesting changes if needed

Note: The implementation must be as modular as possible and include support for incremental learning.

We need to implement a baseline model, covering all the steps in the ML pipeline from data ingestion and preparation to the validated model ready for deployment. The high level tasks are as follows: 1. [ ] Cleaning and analyzing the data 2. [ ] Preprocessing the data 3. [ ] Picking and training the chosen model 4. [ ] Evaluating the model and discussing results, suggesting changes if needed **Note**: The implementation must be as modular as possible and include support for incremental learning.