Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

Master thesis title: "Towards Event Sequence Foundation Models: exploring temporal point process transformers for power grid fault prediction" Dataset and modelling infrastructure for modelling "ev…

Unified Training of Universal Time Series Forecasting Transformers

A unified multi-task time series model.

Time series forecasting with PyTorch

A python library for user-friendly forecasting and anomaly detection on time series.

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."