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Projects in Awesome Lists by gravins
A curated list of projects in awesome lists by gravins .
https://github.com/gravins/dynamic_graph_benchmark
The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS
benchmark dynamic-graphs graph-neural-networks graphneuralnetwork
Last synced: 08 Nov 2024
https://github.com/gravins/tg-ode
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
dynamic-graphs graph-neural-networks graphneuralnetwork ordinary-differential-equations temporal-graphs
Last synced: 08 Nov 2024
https://github.com/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"
deep-graph-networks deep-learning graph-neural-networks graphneuralnetwork ordinary-differential-equations
Last synced: 08 Nov 2024
https://github.com/gravins/ml4bpd
Use some Machine Learning models to predict Bronchopulmonary dysplasia(BPD) in premature infants.
Last synced: 08 Nov 2024
https://github.com/gravins/covid19-drug-repurposing-with-dgns
Official code repository for " Deep Graph Networks for Drug Repurposing with Multi-Protein Targets".
Last synced: 08 Nov 2024
https://github.com/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
dynamic-graphs graph-neural-networks graphneuralnetwork ordinary-differential-equations
Last synced: 08 Nov 2024
https://github.com/gravins/image-segmentation
Image segmentation with K-means and Ncut algorithm
Last synced: 08 Nov 2024
https://github.com/gravins/ctdg-learning-framework
Deep learning framework for Continuous-Time Dynamic Graphs. The framework allows to run robust model selection and assessment.
Last synced: 08 Nov 2024
https://github.com/gravins/image_watermarking
Multiple approaches for image watermarking
Last synced: 08 Nov 2024
https://github.com/gravins/dgns-for-schizophrenia
Official code repository for "Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with Deep Graph Networks".
deep-graph-networks deep-learning drug-repurposing graph-neural-networks schizophrenia
Last synced: 08 Nov 2024
https://github.com/gravins/cognitive-modelling
Cognitive modelling framework for Probabilistic and Distance based approaches
Last synced: 08 Nov 2024
https://github.com/gravins/ai_fundamental
Artificial Intelligence Fundamentals assignment - AC3 and AC4 implementation
Last synced: 08 Nov 2024
https://github.com/gravins/cardsvsbots
Twitter bot using Python and Tracery
computational-creativity tracery-grammar
Last synced: 08 Nov 2024
https://github.com/gravins/feedforward-neuralnetwork
Feed Forward Neural Network + linear models implemetnation.
Last synced: 08 Nov 2024
https://github.com/gravins/montecarlotreesearch
This project implements Monte Carlo Tree Search (MCTS) using Python3 to play Chess, TicTacToe, and Connect4.
Last synced: 08 Nov 2024