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Time Series Learning Tool

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Overview

Timeseries Learning Tool is a web app that helps the understanding of time series

Requirement

This application was tested on Node.js 16.x.x, so using previous versions of Node.js may not work as intended.

How to execute

  1. Clone this repository using Git.
  2. Run npm install
  3. Run npm run serve

Dependencies

  • Vue
  • ElementUI
  • Plotly.JS
  • FontAwesome
  • TFJS (Tensorflow)

File structure

  • src/assets: Contains fonts and images.
  • src/components: Contains all Vue components, each component inside it's own folder.
  • src/constants: Contains the definition of each metric, parameter and css variable.
  • src/models: This folder contains elements related to the actual training and prediction, like datasets, the trainer itself and some utils.

Preview

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Timeseries Learning Tool is a web app that helps the understanding of time series

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