/Deep4Cast

Predictive algorithms for time series data

Primary LanguageJupyter NotebookBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

Deep4cast

This package is under development.

Deep4cast provides easy access to deep learning-based tools for forecasting, anomaly detection, and counterfactual analysis.

Forecasting

Quickstart tutorial can be found in /tutorials/quickstart.ipynb.

Anomaly Detection

Tutorial coming soon.

Documentation

Documentation can be found in /docs/build/html/index.html.

Installation

Source

From the package directory you then need to install the requirements and the package

$ pip install -r requirements.txt
$ python setup.py install

or with pip's editable model (useful for development) as

$ pip install -r requirements.txt
$ pip install -e .

Main Requirements

Python 3.6
Tensorflow, CTNK, or Theano
Keras

Contributor Instructions

Coming soon

Authors

TBD