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Created over 5 years ago
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emalgorithm

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Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.

directed-graph-neural-network

Dir-GNN is a machine learning model that enables learning on directed graphs.

Python

ncRNA-family-prediction

Code for the paper ncRNA Classification with Graph Convolutional Networks by E. Rossi et. al.

Python

gp-vs-cnn-uncertainty

Convolutional neural networks (CNNs) achieve state-of-the-art performance on image classification tasks, but provide no (appropriate) measure of confidence in their predictions. We show how it is possible to use Gaussian Processes on image embeddings generated by a CNN to improve variance estimation in prediction.

Jupyter Notebook

machine-learning-algorithms

A collection of implementations of Machine Learning algorithms

Jupyter Notebook

query-similarity-detection

A prototype (and related experiments) of a query similarity detection framework, specific for OPAL queries.

Jupyter Notebook

Data-Structures-and-Algorithms

A C++ library containing many Data Structures and Algorithms written without using STL classes.

C++

YouNews

Real-time notification system for tracking references to people in news articles

Python

Cms-Downloader

CMS-Downloader is a web app which allows you to easily download all your submissions on the Italian training platform for IOI (International Olympiads in Informatics).

JavaScript

emalgorithm/structured-neural-summarization-replication

emalgorithm

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