Single-model multi-asset workflows
qAp opened this issue · 1 comments
qAp commented
The different cryptocurrencies are shown to have some correlation with each other, so it would seem to make sense to model them together, rather than training a model for each of them.
What are some examples of this kind of workflow?
qAp commented
Simple Transformer from Keras
Long-Range Transformers for Dynamic Spatiotemporal Forecasting
- https://towardsdatascience.com/multivariate-time-series-forecasting-with-transformers-384dc6ce989b
- https://arxiv.org/abs/2109.12218
- https://github.com/QData/spacetimeformer
A Transformer-based Framework for Multivariate Time Series Representation Learning