This repository contains my work on time-series classification, clustering, and prediction.

Time-Series Classification

The classification folder contains code and examples for time-series classification using classical machine learning algorithms, deep learning models, and hybrid models.

Time-Series Clustering

The clustering folder contains code and examples for time-series clustering using unsupervised machine learning algorithms, such as k-means and hierarchical clustering.

Time-Series Prediction

The prediction folder contains code and examples for time-series prediction using classical machine learning algorithms, deep learning models, and hybrid models.

Dependencies

The code in this repository is written in Python and requires the following dependencies:

• numpy
• pandas
• matplotlib
• scikit-learn
• tslearn
• PyTorch

Usage

Contributing

If you would like to contribute to this repository, please fork the repository and create a pull request with your changes.

License