Can I read TimeGym: Debugging for Time Series Modeling in Python on EtoBox?

TimeGym: Debugging for Time Series Modeling in Python by Seca, Diogo is a scholarly article available to read on EtoBox.

What is TimeGym: Debugging for Time Series Modeling in Python about?

We introduce the TimeGym Forecasting Debugging Toolkit, a Python library for testing and debugging time series forecasting pipelines. TimeGym simplifies the testing forecasting pipeline by providing generic tests for forecasting pipelines fresh out of the box. These tests are based on common modeling challenges of time series. Our library enables forecasters to apply a Test-Driven Development approach to forecast modeling, using specified oracles to generate artificial data with noise.

Author

Seca, Diogo

Published

2021

Language

EN