Personal collection of examples and tests of libraries and how to use them. Dummy code dump folder.
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Updated
Oct 16, 2020 - Python
Personal collection of examples and tests of libraries and how to use them. Dummy code dump folder.
A django application that allows you to summarize the content of a press article found by a user. It uses the T5 model for summarization, the LDA algorithm for topic modeling and Selenium to scrape the content of the linked article.
All the computations that one need to replicate the results described in my thesis.
A model that classifies tweets into 2 classes (informative/non-informative) in the context of Covid-19
This is our capstone project in which we increase our external company Jobs for Humanity's job search accuracy and find out new job roles through unsupervised clustering.
Scripts for the MA research about Brazil’s parliamentary discourses dynamics on the Amazon rainforest.
unsupervized method for custormer ecommerce segmentation
Different strategies for topic modeling used on large sets or notes/texts for clustering, tagging and analyzing. Written in python / jupiter lab
Inference in the Bayesian Latent Dirichlet Allocation (LDA) using Gibbs Sampling and Variational Bayes
Python code: Uses LDA for topic modeling on text data.
Multivariate analysis for glass type dataset. Techniques applied: PCA, LDA/QDA and clustering
ML Projects
App that builds a Latent Dirichlet Allocation (LDA) model based on a corpus of songs and then compares 2 arbitrary songs against the model and each other to determine if they are about the same topic
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