Probabilistic Time Series Forecasting with 🤗 Transformers

Multivariate Probabilistic Time Series Forecasting with Informer

Yes, Transformers are Effective for Time Series Forecasting (+ Autoformer)

Probabilistic Smoothing with Ratio-Monotone Transforms for Global Optimization

Probabilistic smoothing is a standard tool for global optimization, but existing methods rely on Gaussian kernels and specific transforms, often resulting in strong hyperparameter sensitivity and limited robustness. We propose a general smoothing framework that combines flexible symmetric unimodal kernels with monot...

Patch Time Series Transformer in Hugging Face

Building a Playlist Generator with Sentence Transformers

Timm ❤️ Transformers: Use any timm model with transformers