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Name: Stuart Colianni

Type: User

Bio: Always trying to improve...

Stuart Colianni's Projects

bitcoinexploration_v1

An exploration into predicting the direction of changes in the price of Bitcoin.

bitcoinmarkov

Exploring whether the day to day price fluctuations of bitcoin, UP and DOWN, be expressed (meaningfully) as a markov chain?

captchaSolver.py is a python script that expands the functionality of pytesser to solve the numerical captchas used in the creation of Gmail accounts. This was created to automate the task of creating Gmail accounts dynamically.

cnn-for-digit-recognition

This is the code I created to find solutions to the Kaggle MNIST digit recognition competition using a Convolutional Neural Network.

evolvingimageswithgaandcnn

Can human-recognizable images be evolved with a Genetic Algorithm, using the softmax scores from a CNN as the fitness function?

genderclassifiercnn

A Convolutional Neural Network designed to classify the subject of a photo by gender. This model was created by applying Transfer Learning to TensorFlow's Inception-v3 model.

generatepdf

A simple reference script for programmatically generating PDF files with visualizations.

geneticalgorithmfeatureselection

A simple example of how a genetic algorithm can be used to select the optimal subset of features to use for machine learning problems.

haikugenerator-v1

This script writes haikus using a Markov Chain language model and a clustering algorithm.

kaggle-mnist-inception-cnn

This project uses a retrained TensorFlow Inception model to make predictions for the Kaggle MNIST competition. Results are then compared to those from a handmade CNN.

knnensemble

Greatly improving the KNN classifier by perturbing along K values, training sets, feature selection, distance metric; with numerous voting methods (that are superior to majority vote) implemented as well.

mouse-controlled_video_textures

This script enables the user to create mouse-controlled video textures for single-subject input videos.

mylifeinascii

A script that can create ASCII art from image or video inputs.

raplyricscraper

This python script downloads the lyrics for every rap song on genius.com.

restfultor

A python module that allows the user to change IP addresses and make RESTful calls to be made through the Tor network.

searchheap

A custom data structure to store key-value pairs that has all the advantages of a dictionary and a heap.

securechat

Implements various cryptographical protocols used in secure chat clients

spreadhappiness

A project that finds users on Twitter who are having a "bad day" and sends them a custom message with a picture of a cute kitten, to cheer them up.

textbombalarmclock

A simple python script that leverages the continual delivery of SMS messages via an SMTP server to act as an alarm clock.

textbot

A simple TextBot class for programmatically sending and receiving text messages via email.

texttomarkov

A python script that takes a text file as an input, creates a 2-gram Markov Chain, and can generate sentences based on that Markov Chain.

tinderfacescraper

A simple script to scrape Tinder profile photos for the purpose of creating a facial dataset.

twitteruserscraper

A python script that scrapes the latest tweets from a Twitter user and saves them to a text file.

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Stuart Colianni's Projects

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