Welcome to foresee documentation!
foresee is a python package. Provided a time series and its parameters, foresee can generate forecasts using several time series forecasting models in python, can tune hyper parameters of these models, and can compare their forecast results using out of sample forecast accuracy. This library can process more than one time series if a time series id is provided. To get started, install foresee using pip
$ pip install foresee
and try one of these examples.
- Example 1: one time series as a single column dataframe
- Example 2: multiple time series as a dataframe with a time series id column
- Example 3: run forecasts with UI app
or try it out at: https://easy-forecast.herokuapp.com/
Code and documentation for this library are still under development and will change frequently.
- Quick Start
- Modules Reference
- Models Reference
- How to contribute