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classification

This is a classification method based on string matching and also has the provision to perform classification based on Levenshtein distance for classification based on similarity. Classification mechanism from the paper: https://link.springer.com/chapter/10.1007/978-3-030-58793-2_10

coals

Python implementation of COALS (Correlated Occurrence Analogue to Lexical Semantics) based on the research paper https://link.springer.com/chapter/10.1007/978-3-030-58793-2_10

decision_trees

A simple machine learning experiment involving decision trees to predict the genre of music based on different customer attributes . Provision to save the trained model to use it for other data.

devtest

Testing HTML5 and CSS styling. Final outcome looks great given my skills!

dictionary

Basic implementation of a dictionary in Python

em_naivebayes

Filtering text or text classification using Multinomial Naive Bayes variants - Complement, Expectation Maximization, Laplace Smoothing

git_practice

guessing_game

This is a guessing game based on flipping of a coin, a fun activity!

jiracontentextraction

Extraction of important project bug information from the Jira repository through Jira API. Uploading the different versions.

jupytersupermarket

Small analysis of supermaket data

machinelearning_models

Performance evaluation of prominent machine learning towards pre-processed text classification

text_preprocessing

Text preprocessing script in Python. Performs basic text pre-processing operations such as lower case conversion, removal of stopwords, unwanted charactes, whitespaces and numbers. Finally lemmatization of the filtered words

worldmap

A Python application that plots volcanoes on the world map