Popular GitHub Repositories for Temporal Graphs

Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.

Build Graph Nets in Tensorflow

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Time series forecasting with PyTorch

List of tools & datasets for anomaly detection on time-series data.

StellarGraph - Machine Learning on Graphs

? Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

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.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Paper Lists for Graph Neural Networks

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Tutorial code on how to build your own Deep Learning System in 2k Lines

[ECCV2024] Video Foundation Models & Data for Multimodal Understanding

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

Keras Temporal Convolutional Network. Supports Python and R.

Framework to build resilient language agents as graphs.

An open-source toolbox for action understanding based on PyTorch