Pinned Repositories
am-gospel-songs
Ethiopian gospel singers lyrics dataset
cas2vec
Tensorflow Implementation of the cas2vec algorithm as described in the paper, "Network-Agnostic Cascade Prediction in Online Social Networks"
deepred
A PyTorch implementation of DeepRed
GAP
Implementation of GAP: Graph Neighborhood Attentive Pooling, https://arxiv.org/abs/2001.10394. A context-sensitve graph (network) representation learning algorithm that relies only on the structure of the graph.
goat
A PyTorch implementation of the "Gossip and Attend: Context-sensitive Graph Representation Learning" paper, the International AAAI Conference on Web and Social Media (ICWSM 2020)
GRADE
A tool for evaluating graph embedding algorithms
graph-surgeon
A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Supervised GNNs" papers, which appeared at Neurips2021 Workshop on Self-Supervised Learning - Theory and Practice
mineral-python
Implementation of the Mineral algorithm as described in the paper, Mineral: Multi-modal Network Representation Learning.
readinggroup
A PhD level reading course on advanced topics in Data Mining and Analytics.
SelfGNN
A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).
zekarias-tilahun's Repositories
zekarias-tilahun/SelfGNN
A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).
zekarias-tilahun/graph-surgeon
A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Supervised GNNs" papers, which appeared at Neurips2021 Workshop on Self-Supervised Learning - Theory and Practice
zekarias-tilahun/deepred
A PyTorch implementation of DeepRed
zekarias-tilahun/GAP
Implementation of GAP: Graph Neighborhood Attentive Pooling, https://arxiv.org/abs/2001.10394. A context-sensitve graph (network) representation learning algorithm that relies only on the structure of the graph.
zekarias-tilahun/cas2vec
Tensorflow Implementation of the cas2vec algorithm as described in the paper, "Network-Agnostic Cascade Prediction in Online Social Networks"
zekarias-tilahun/readinggroup
A PhD level reading course on advanced topics in Data Mining and Analytics.
zekarias-tilahun/mineral-python
Implementation of the Mineral algorithm as described in the paper, Mineral: Multi-modal Network Representation Learning.
zekarias-tilahun/goat
A PyTorch implementation of the "Gossip and Attend: Context-sensitive Graph Representation Learning" paper, the International AAAI Conference on Web and Social Media (ICWSM 2020)
zekarias-tilahun/GRADE
A tool for evaluating graph embedding algorithms
zekarias-tilahun/am-gospel-songs
Ethiopian gospel singers lyrics dataset
zekarias-tilahun/Andrew-NG-Notes
This is Andrew NG Coursera Handwritten Notes.
zekarias-tilahun/awesome-drug-discovery-knowledge-graphs
A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)
zekarias-tilahun/CANE
Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"
zekarias-tilahun/decagon
Graph convolutional neural network for multirelational link prediction
zekarias-tilahun/devlopr-jekyll
Build and Deploy your Site using this beautiful Jekyll Theme built for Developers
zekarias-tilahun/diagram
A simple implementation of Diagram algorithm
zekarias-tilahun/Documents
zekarias-tilahun/GML2023
Graph Machine Learning course, Xavier Bresson, 2023
zekarias-tilahun/graph_nets
PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
zekarias-tilahun/HornMT
Machine translation (MT) benchmark dataset for languages in the Horn of Africa.
zekarias-tilahun/jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
zekarias-tilahun/ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
zekarias-tilahun/nni
An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.
zekarias-tilahun/OrbitalFeatures
A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)
zekarias-tilahun/pygcn
Graph Convolutional Networks in PyTorch
zekarias-tilahun/role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
zekarias-tilahun/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
zekarias-tilahun/swip
Course Project
zekarias-tilahun/The-Art-of-Linear-Algebra
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
zekarias-tilahun/zack