This repository contains a number of experiments with Multi Lingual Transformer models (Multi-Lingual BERT, DistilBERT, XLM-RoBERTa, mT5 and ByT5) focussed on the Dutch language.

Fake news detection using TF-IDF vectorization and LinearSVC

Implementation of Drug database with LinearSVC, BernoulliNB, MultinomialNB, LogisticRegression, Perceptron and MLPClassifier models

Analyzing data patterns and different classification methods

Deep-learning is hard bro !, so made a binary classifier in machine learning that uses HSV Color Space to Look out for Features

Long english text passages are given, a genuine topic is needed to be assigned to the particular text passage. After cleaning the dataset, features were learnt using thidf approach, Linear SVC is used to get the final prediction

Classification of civil unrest relevant tweets in the Mexico region using SVM (Support Vector Machine) classifier.