This is an attempt to forecast age-specific fertility rate (ASFR) using Temporal Fusion Transformer (from Pytorch Forecasting), with Ray serving as the orchestrator to parallelize tasks across CPUs.

Merely a illustration of feasibility. Not intended for public use, since the pipeline is highly bespoke.

The input data module is redacted away for privacy/security.

The tft_ray_test.py file reads in open-source data and should work with simple python tft_ray_test.py, given the right python environment (conda_list.txt) and cpu architecture: ray-project/ray#42135