Create README.md

README.md

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----
-title: DSIP
-emoji: 🐠
-colorFrom: red
-colorTo: blue
-sdk: static
-pinned: false
-short_description: dsip
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# {{DSIP.project}}
+
+Inspired by Serj Smorod DS in Production lecture on project structure and best practices for data science.
+
+## Project Structure
+
+- `app/`: Helper scripts and utilities.
+- `models/`: Trained models for the current experiment.
+- `archived_experiments/`: Archived experiments and their outputs.
+- `data/`: Input datasets and preprocessed data.
+- `results/`: Outputs like predictions, charts, and analysis results.
+- `notebooks/`: Jupyter notebooks for exploration and experimentation.
+- `tests/`: Unit tests to ensure code quality.
+
+Core scripts include:
+- `preprocess.py`: Handles data preprocessing tasks.
+- `train.py`: A script to train machine learning models.
+- `predict.py`: Generates predictions using trained models.
+- `result.py`: Analyzes results and generates metrics/charts.
+- `tasks.py`: Automates workflows using `invoke`.
+
+
+