AutoTS
AutoTS copied to clipboard
Automated Time Series Forecasting
Problem: A dataset with multiple data columns that may or may not be temporally coupled, and also multiple output sets. e.g. market sectors and wellbeing index as columns, see if...
**Describe the bug** I tried to use DNN models presented in the package such as GluonTS, pytorch-forecasting and tensorflowSTS. I have installed all required packages as in the installation guide...
Does this package support time series forecasting of intermittent or block demand?
Current logo doesn't work well with dark mode.
As described. Although whether to do this only with model_forecast or with full AutoTS class (fractional validation?) is an open question
mosaic window, max models for horizontal, clusters/subsample count
This will effect "seasonal" and "similarity" methods
If incoming index is another datatype format or a coerce-able string, attempt to convert to DatetimeIndex
Simplify users having to choose a model list. Set as default.
## Changes ## Relevant Issues and Mentions