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a_study_of_expectation-maximisation_as_imputation_method

airbnb_price_prediction

The assignment consists in the prediction of the price of a private room or an entire apartment using a neural network.

atari_games_reinforcement_learning

Reinforcement Learning Agent for Atari Games.

cholesky_decomposition

Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.

cnn_for_mnist_handwritten_digit_classification

The task of the assignment 3 is the design of a CNN architecture and its training.

deep_learning_for_bacteria_identification_using_raman_spectroscopy

Here we apply deep learning approaches to accurately identify 30 common bacterial pathogens, reaching an average isolate-level accuracy exceeding 78%, and an antibiotic treatment identification accuracy of 95%.

default_credit_payment_prediction

The assignment consists in the prediction of default payments using a neural network.

human_desease_network

Data Analytics - Final Project

image_compression_via_dct

Image Compression via DCT.

json_parsing

JSON Parsing (Prolog e Lisp).

madrid_train_bombing_network

Data Analytics - Network Centrality

mind-lab-networked-covid-19-simulator

Simulator for COVID-19.

mind-lab-networked-covid-19-visualizer

Visualizer for COVID-19.

ml_aided_recordlinkage

In this project we investigate some possible Machine Learning applications to Record Linkage (and Data deduplication), in order to figure out their viability.

msa_sars-cov-2

Multiple Sequence Alignment (MSA) of SARS-Cov2 sequences.

programmazione_e_amministrazione_di_sistema

Progetto C++ e Qt.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

scimai-gym

A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.

supermarket_queue_simulation

Simulazione e Confronto tra due Tipologie di Coda al Supermercato.

transfer_learning_with_imagenet

The task of the assignment 4 is Transfer Learning using a CNN pretrained on IMAGENET.

trump_twitter_archive

Data Analytics - Sentiment Analysis

tyrannus_kernel_mm

Samsung Galaxy S6 Custom Kernel.

word_embeddings_comparison_for_sarcasm_detection

In this project, we propose a Deep Learning architecture for Sarcasm Detection, while utilizing pre-trained Word Embeddings from three well-known models: Word2Vec, fastText and Glove.