Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
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This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
- deep-learning
- time-series
- time-series-analysis
- time-series-forecasting
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
- pytorch
- graph-neural-networks
- temporal-networks
- temporal-graphs
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
- neural-network
- computer-vision
- sparse-tensors
- convolutional-neural-networks
Spatial and spatio-temporal geostatistical modelling, prediction and simulation
Classes and methods for spatio-temporal data