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  • University of Oxford
  • United Kingdom

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@NITDgpOS @CulturalCompass @TinyHacks @Aqua-Shift @TraVis-X @hertzlabs

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[IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting

Python 25 4 Updated Aug 25, 2023

A Library for Dynamic Graph Learning (NeurIPS 2023)

Python 206 37 Updated Sep 28, 2023

We present a temporal optimal link prediction method that is based on the stacking link prediction method.

Python 8 3 Updated Mar 29, 2024

OSSEN2024

Jupyter Notebook 1 Updated Jun 26, 2024
Jupyter Notebook 2 Updated Jun 25, 2024

GraphMineSuite (GMS): a benchmarking suite for graph mining algorithms such as graph pattern matching or graph learning

C++ 25 7 Updated Jun 11, 2021

TGN: Temporal Graph Networks

Python 1 Updated Jun 7, 2024
Python 1 Updated Oct 19, 2023
Python 1 Updated Jun 7, 2024

Reference implementation of TGAT: Inductive Representation Learning on Temporal Graphs (ICLR 2020)

Python 16 6 Updated Jun 23, 2021

ETNgen: A temporal graph generator based on Egocentric Temporal Motifs

Jupyter Notebook 13 3 Updated Aug 11, 2023

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Predict…

Python 51 9 Updated Nov 10, 2024

This is a course project for Point Process Modeling(CS488).

Python 3 Updated Jul 3, 2020

This is the official codebase of `Exploring Generative Neural Temporal Point Process' (Accepted by TMLR).

Python 19 7 Updated May 22, 2023

(Pytorch ver) Code for "Fully Neural Network based Model for General Temporal Point Process"

Python 18 5 Updated Sep 15, 2020

A Point Process Toolbox Based on PyTorch

Python 130 29 Updated Aug 31, 2020

Hydra is a framework for elegantly configuring complex applications

Python 8,943 648 Updated Jan 6, 2025

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

Python 5,697 942 Updated Nov 21, 2024

Code and datasets of AAAI'22 paper "TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs" . To be appear in AAAI-2022

Python 10 1 Updated Nov 17, 2023

[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE

Python 8 2 Updated Nov 3, 2023

Code for the TMLR 2023 paper "GRAM-ODE: Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting"

Python 15 3 Updated Jan 11, 2024

Benchmark datasets, data loaders, and evaluators for graph machine learning

Python 1,968 403 Updated Dec 9, 2024

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Python 163 21 Updated Sep 19, 2022

Long Range Graph Benchmark, NeurIPS 2022 Track on D&B

Jupyter Notebook 154 21 Updated Nov 28, 2023

graph wavenet

Python 647 203 Updated Mar 14, 2022

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

Python 465 117 Updated Jul 17, 2024

NumPy & SciPy for GPU

Python 9,659 866 Updated Jan 6, 2025
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