Pinned Repositories
AI_Fundamental
Artificial Intelligence Fundamentals assignment - AC3 and AC4 implementation
Anti-SymmetricDGN
Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"
covid19-drug-repurposing-with-DGNs
Official code repository for " Deep Graph Networks for Drug Repurposing with Multi-Protein Targets".
CTDG-learning-framework
Deep learning framework for Continuous-Time Dynamic Graphs. The framework allows to run robust model selection and assessment.
dynamic_graph_benchmark
The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS
image-segmentation
Image segmentation with K-means and Ncut algorithm
ML4BPD
Use some Machine Learning models to predict Bronchopulmonary dysplasia(BPD) in premature infants.
non-dissipative-propagation-CTDGs
Official reference implementation of our paper "Long Range Propagation on Continuous-Time Dynamic Graphs" accepted at ICML24 and "Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs" accepted at Temporal Graph Learning Workshop @ NeurIPS 2023
NumGraph
Synthetic graph generator
TG-ODE
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
gravins's Repositories
gravins/NumGraph
Synthetic graph generator
gravins/dynamic_graph_benchmark
The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS
gravins/Anti-SymmetricDGN
Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"
gravins/TG-ODE
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
gravins/covid19-drug-repurposing-with-DGNs
Official code repository for " Deep Graph Networks for Drug Repurposing with Multi-Protein Targets".
gravins/CTDG-learning-framework
Deep learning framework for Continuous-Time Dynamic Graphs. The framework allows to run robust model selection and assessment.
gravins/ML4BPD
Use some Machine Learning models to predict Bronchopulmonary dysplasia(BPD) in premature infants.
gravins/non-dissipative-propagation-CTDGs
Official reference implementation of our paper "Long Range Propagation on Continuous-Time Dynamic Graphs" accepted at ICML24 and "Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs" accepted at Temporal Graph Learning Workshop @ NeurIPS 2023
gravins/image-segmentation
Image segmentation with K-means and Ncut algorithm
gravins/AI_Fundamental
Artificial Intelligence Fundamentals assignment - AC3 and AC4 implementation
gravins/cardsVSbots
Twitter bot using Python and Tracery
gravins/cognitive-modelling
Cognitive modelling framework for Probabilistic and Distance based approaches
gravins/DGNs-for-schizophrenia
Official code repository for "Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with Deep Graph Networks".
gravins/FeedForward-NeuralNetwork
Feed Forward Neural Network + linear models implemetnation.
gravins/image_watermarking
Multiple approaches for image watermarking
gravins/MonteCarloTreeSearch
This project implements Monte Carlo Tree Search (MCTS) using Python3 to play Chess, TicTacToe, and Connect4.
gravins/pytorch_geometric
Graph Neural Network Library for PyTorch
gravins/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)