frenkowski
PhD Student | Italian National PhD Program in Artificial Intelligence
Polytechnic of TurinItaly
Pinned Repositories
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.
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%.
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.
SCIMAI-Gym
A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.
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
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.
frenkowski's Repositories
frenkowski/SCIMAI-Gym
A Python library for addressing the Supply Chain Inventory Management problem through Deep Reinforcement Learning algorithms.
frenkowski/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%.
frenkowski/Atari_Games_Reinforcement_Learning
Reinforcement Learning Agent for Atari Games.
frenkowski/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.
frenkowski/MSA_SARS-CoV-2
Multiple Sequence Alignment (MSA) of SARS-Cov2 sequences.
frenkowski/Trump_Twitter_Archive
Data Analytics - Sentiment Analysis
frenkowski/A_Study_of_Expectation-Maximisation_as_Imputation_Method
frenkowski/Airbnb_Price_Prediction
The assignment consists in the prediction of the price of a private room or an entire apartment using a neural network.
frenkowski/Cholesky_Decomposition
Comparison of Sparse Linear Systems solvers via Cholesky Decomposition.
frenkowski/Supermarket_Queue_Simulation
Simulazione e Confronto tra due Tipologie di Coda al Supermercato.
frenkowski/Transfer_Learning_with_ImageNet
The task of the assignment 4 is Transfer Learning using a CNN pretrained on IMAGENET.
frenkowski/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.
frenkowski/CNN_for_MNIST_Handwritten_Digit_Classification
The task of the assignment 3 is the design of a CNN architecture and its training.
frenkowski/Default_Credit_Payment_Prediction
The assignment consists in the prediction of default payments using a neural network.
frenkowski/Human_Desease_Network
Data Analytics - Final Project
frenkowski/Image_Compression_via_DCT
Image Compression via DCT.
frenkowski/JSON_Parsing
JSON Parsing (Prolog e Lisp).
frenkowski/Madrid_Train_Bombing_Network
Data Analytics - Network Centrality
frenkowski/MIND-Lab-Networked-COVID-19-Simulator
Simulator for COVID-19.
frenkowski/MIND-Lab-Networked-COVID-19-Visualizer
Visualizer for COVID-19.
frenkowski/Programmazione_e_Amministrazione_di_Sistema
Progetto C++ e Qt.
frenkowski/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.
frenkowski/Tyrannus_Kernel_MM
Samsung Galaxy S6 Custom Kernel.