frenkowski

SCIMAI-Gym

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

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%.

Atari_Games_Reinforcement_Learning

Reinforcement Learning Agent for Atari Games.

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.

Trump_Twitter_Archive

Data Analytics - Sentiment Analysis

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.

Cholesky_Decomposition

Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.

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.

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.

CNN_for_MNIST_Handwritten_Digit_Classification

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

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.

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.

Tyrannus_Kernel_MM

Samsung Galaxy S6 Custom Kernel.