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am-gospel-songs

Ethiopian gospel singers lyrics dataset

andrew-ng-notes

This is Andrew NG Coursera Handwritten Notes.

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)

bible-corpus

A multilingual parallel corpus created from translations of the Bible.

blank-app

build_llm_from_scratch

A notebook based tutorial series on buildling a LLM from scratch

cane

Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

cas2vec

Tensorflow Implementation of the cas2vec algorithm as described in the paper, "Network-Agnostic Cascade Prediction in Online Social Networks"

decagon

Graph convolutional neural network for multirelational link prediction

deepcas

deepred

A PyTorch implementation of DeepRed

devlopr-jekyll

Build and Deploy your Site using this beautiful Jekyll Theme built for Developers

diagram

A simple implementation of Diagram algorithm

documents

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.

gat2vec

representation learning on attributed graphs

gml2023

Graph Machine Learning course, Xavier Bresson, 2023

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

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

hornmt

Machine translation (MT) benchmark dataset for languages in the Horn of Africa.

jodie

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

link-prediction_with_deep-learning

mineral-python

Implementation of the Mineral algorithm as described in the paper, Mineral: Multi-modal Network Representation Learning.

ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

nni

An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.

orbitalfeatures

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

pygcn

Graph Convolutional Networks in PyTorch

readinggroup

A PhD level reading course on advanced topics in Data Mining and Analytics.