Jude Capachietti's repositories
deep-averaging-neural-network
This is the last project I completed for my course in Neural Networks. It creates a deep averaging Neural Network for sentiment analsys.
Chrome-Extensions
All the Chrome Extensions from the Youtube tutorial series!
multilayer-perceptron
This was a project I did as a Machine Learning Student at Cornell where I had to implement a neural network from scratch using NumPy. The MLP jupyter notebook file is where my code can be seen.
NLP-Age-Gender-Classifier
This is a classifier trained the Blog Authorship Corpus, a 2004 dataset from blogger including many entire blogs. It's found here https://u.cs.biu.ac.il/~koppel/BlogCorpus.htm I am using bag of words vectorization to convert the blogs into a form machine learning algorithms can work on. I am using an ensemble CART Tree approach at the moment although I may change that later.
reddit_dictionary_bot
This bot searchs through a bunch of comments on reddit and when it finds a comment says "define <word>" it is going to reply to that comment with the definition of <word>. It used the praw reddit package for python and reddit APIs to get the reddit posts, comments, reply, etc... and the oxford dictionary API to define the word.
RedditBotProject
I'm working on making some reddit bots and using NLTK