Multivariate Probabilistic Time Series Forecasting with Informer

Probabilistic Time Series Forecasting with 🤗 Transformers

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

Patch Time Series Transformer in Hugging Face

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...

Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers

Multimodal Embedding & Reranker Models with Sentence Transformers