A comparison of LDA and NMF on ABC new headlines dataset

Code for project HTML / Jquery / javascript / python. The url is below.

AI - automatic assignment of tags to stackoverflow threads

Audio-based perception for autonomous cars is very important for discerning and comprehending the environment, as it can complement existing vision-based perception and pave the way for multimodal operation. However, these sensors have not yet been fully established in modern autonomous vehicles, robbing the system of context when needing to mak…

PyTorch implementations of the beta divergence loss.

Extracted regions of interest that correspond to individual neurons from time-varying images using image features extraction techniques like Non-Negative Matrix Factorization and deep learning segmentation model Unet. Using PySpark, Thunder, Keras.

The code for prototype selection and instance ranking using matrix decomposition and subspace learning

This is the 4th project for the Data Science T5 Bootcamp. It is called "Sentiment Analysis of the Yelp Reviews" Using NLP and Topic Modelling.

A short data analysis project of AirBnB listings in Berlin. Aspects of the analysis include data wrangling, exploratory analysis of the price, location, property, user reviews data and basic topic extraction using user reviews.

Personal GitHub to host and shares my academic mini-projects related to my master degree.

Bachelor Thesis: Classsification of Advertisements by means of Supervised Learning Methods

Feature Attribution methods for neurons and Evolution experiments

Different supervised and unsupervised learning algorithms (including RNN deep learning network) together with NLP transformers are used to do text-author classification from Gutenberg project.

Content-based recommender system for scientific research articles, with Dash application for browsing 100+ subdomains developed through extensive NMF topic modeling.

Automatic classification of tickets / complaints in the financial / banking sector.

MATH189 final project, trying to do non-negative matrix factorization in parallel

Big_Data_Analisis_Clustering_Tweets

DecoFlex deconvolution method for Omic data implemented as DecoFlexR

Segregating Quora Questions to 8 Categories