Emanuele Rossi's repositories
directed-graph-neural-network
Dir-GNN is a machine learning model that enables learning on directed graphs.
structured-neural-summarization-replication
Replication of the paper "Structured Neural Summarization" which uses Graph Neural Networks and Seq2Seq models to summarize natural language and source code.
ncRNA-family-prediction
Code for the paper ncRNA Classification with Graph Convolutional Networks by E. Rossi et. al.
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.
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).
Data-Structures-and-Algorithms
A C++ library containing many Data Structures and Algorithms written without using STL classes.
emalgorithm2.github.io
A beautiful Jekyll theme for academics
machine-learning-algorithms
A collection of implementations of Machine Learning algorithms
query-similarity-detection
A prototype (and related experiments) of a query similarity detection framework, specific for OPAL queries.
Algorithm_Notebooks
A series of Python notebooks containing code and description of some of the most important algorithms
ARM11_15
Developed an assembler, disassembler and emulator for a subset of the ARM11 architecture. Building on that, we created an application to encode any binary file in a custom image format and decode the original file by scanning the printed image with a camera. The same application has then been extended to support QR encoding as well. C
Berkeley_CS188x_1_Artificial_Intelligence
# Berkeley_CS188x_1_Artificial_Intelligence My own solution to the project of the course BerkeleyX: CS188x_1 Artificial Intelligence on coursera (https://courses.edx.org/courses/BerkeleyX/CS188x_1/1T2013/info)
Broadcasting
Implementation of various Distributed Systems broadcasting algorithms in Elixir
char-rnn_vs_word-rnn
A comparison of char-rnn with word-rnn for language modelling and text generation.
Cms-Unipi-Problems
The code of all the problems I solved on the official traning platform for the Italian Olympiad in Informatic(OII), cms.di.unipi.it
eae-compute
eAE - Compute micro-service
Emotion-Recognition
Decision Tree and Random Forest implementation to predict emotions from active face muscles
MailChecker
Do you know name and surname of a person but you need his email? This is the perfect tool to find it out!
MPhil-ACS-Projects
A repository of the practical projects I am undertaking as part of my MPhil degree in Advanced Computer Science at Cambridge University.
Multipaxos
Implementation of Multipaxos algorithm for consensus using Elixir
north2south-api
Web server for the NorthToSouth project
OPAL-Scheduler
OPAL - Scheduler micro-service
pytorch_geometric
Graph Neural Network Library for PyTorch
sentiment_analysis_with_doc2vec_and_svm
We analyse a model which combines Doc2Vec and SVMs for the task of sentiment classification of movie reviews.
Trading-Algorithms-Backtester
A platform that simulate the execution of algorithmic trading strategies against old market data.