harivilasp / forecapp

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Forecapp: A Full-Stack Web Application enabling modern Forecasts

This repository contains FORECAPP - an open-source web application enabling anyone without coding and data science skills to run state-of-the-art forecasts. FORECAPP is built on top off NeuralProphet, a Neural Network based Time-Series model, inspired by Facebook Prophet and AR-Net, built on PyTorch.

forecapp

Forecapp is currently deployed here 🚀

How it works

userflow

Step 1

User uploads file by drag and drop or selection via file browser. Forecapp automatically parses file and generates data insights.

Step 2

Forecapp plots the current timeseries data and allows user to specify model parameters for training. Model training starts after submission of model configurations.

Step 3

User can analyze the forecast and repeat Step 2 to finetune model parameters.

Contribute

We compiled a Contributing to NeuralProphet page with practical instructions and further resources to help you become part of the FORECAPP family.

Community

We have an active Slack community. Come and join the conversation!

About

FORECAPP is part of NeuralProphet, which is and open-source community project, supported by awesome people like you. If you are interested in joining the project, please feel free to reach anytime!

About


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