Introduction
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InterpreTS is a library designed to make time series analysis easier by providing tools for feature extraction, validation, and visualization.

Main Features:
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1. Extract features such as mean, variance, peaks, and trends.
2. Validate data for missing values or inconsistencies.
3. Use the Streamlit app to visualize results interactively.

Supported Use Cases:
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- **Classification**: Extract features to train machine learning models.
- **Regression**: Analyze trends and patterns in time series data.