GitHub

Toto - Time Series Optimized Transformer for Observability

Toto is a foundation model for multivariate time series forecasting with a focus on observability metrics. Toto 2.0 is the current recommended release, featuring a family of u-μP-scaled models ranging ...
IGN

A Reading Guide to Robert Jordan's The Wheel of Time Books

The Wheel of Time by Robert Jordan is one of those epic fantasy series that is often spoken of in the same breath as The Lord of the Rings. It is a story filled with its own dramatic history, lands, ...
IEEE

Air Quality Prediction Based on Time Series Decomposition and Convolutional Sparse Self-Attention Mechanism Transformer Model

Abstract: This study introduces an innovative air quality prediction model, TD-CS-Transformer, which fuses time series decomposition and convolutional sparse self-attention Transformer model. It ...
IEEE

Time Series Forecasting Based on Structured Decomposition and Variational Autoencoder

Abstract: Time series forecasting based on decomposition method usually decomposes a complex time series into some simple components, such as long-term and seasonal trends, which are more easy to be ...