Time Series Epic

[zyteka]

Currently, Pyreal accepts only tabular data. For future use-cases, we need to support time series data as well, which is an interesting and complicated problem in explainable ML.

This epic will track our progress on this task.

Goal:

• Time series data and explanations are integrated in the existing Pyreal architecture in a reasonable way, that allows for code reuse where possible
• Pyreal can support data inputs with a meaningful time access - ie, rows represent time-ordered inputs, with an optional time feature.
• Pyreal has one explainer that explains time series data

List of issues:

• #204
• #205
• #298
• #299