Computer Science and Programming(@computer_science_and_programming). Multivariate Probabilistic Time Series Forecasting with Informer Efficient transformer-based model

Multivariate Probabilistic Time Series Forecasting with Informer Efficient transformer-based model for LSTF. Method introduces a Probabilistic Attention mechanism to select the “active” queries rather than the “lazy” queries and provides a sparse Transformer thus mitigating the quadratic compute and memory requirements of vanilla attention. 🤗Hugging face: https://huggingface.co/blog/informer ⏩ Paper: huggingface.co/docs/tr…informer ⭐️ Colab: colab.research.google.com/github/…er.ipynb 💨 Dataset: huggingface.co/docs/da…_classes 👉@computer_science_and_programming