Introduction

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

Main Features:

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:

• Classification: Extract features to train machine learning models.

• Regression: Analyze trends and patterns in time series data.