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Sameera Horawalavithana's Projects

amazon-e-commerce-data-set icon amazon-e-commerce-data-set

Real e-commerce product data that were available on-sale at Amazon on-line market place on November 17-19, 2014. Amazon Product Advertising API has been used to retrieve product details. The dataset covers products from 6 main categories, Automotive, Books, Electronics, Movies, Phones and Home including 1529 sub-categories. All products are listed over 334 independent attributes & the size 2000K of value space.

ann icon ann

Artificial Neural Network for Image classification

bellydynamic icon bellydynamic

BellyDynamic: A scalable data structure to handle online and offline dynamic graph objects

crisp icon crisp

A minimalist, responsive, and open-source theme for Ghost

d-hoaxy icon d-hoaxy

Duplicate Detection on Hoaxy Dataset

deepinf icon deepinf

DeepInf: Social Influence Prediction with Deep Learning

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcom icon gcom

Group communication Middleware

genetic_cascade icon genetic_cascade

A generative approach to predict information cascades in social-networks using probabilistic models, genetic algorithm and Long Short Term Memory (LSTM) neural networks.

graph2gauss icon graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

graph2vec icon graph2vec

A distributed implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

graph_unmasking icon graph_unmasking

Codebase for the Understanding the Structural Forces that Make Social Graphs Vulnerable to De-anonymization

graphgan icon graphgan

A tensorflow implementation of GraphGAN (Graph Representation Learning with Generative Adversarial Nets)

graphite icon graphite

Code for Graphite iterative graph generation

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

gsoc icon gsoc

SCoRe Lab GSoC Final Reports

mcas icon mcas

Multiplatform Cascade Simulator

mdn icon mdn

Keras layer for Mixture Density Network (MDN)

megatron-deepspeed icon megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

misc icon misc

Some random stuff I've done

mrds icon mrds

Simple Path following robot

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