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algorithms

Algorithms and Data Structures Implemented in Python

barbershop

Coding design challenge with a two-hour time limit.

best_ml_blogs

A collection of the best blog and tutorial posts in the machine learning space (in my opinion).

coursera-machine-learning

Completed assignments for Andrew Ng's Coursera machine learning course.

credit-card-debt-reclaiming-analysis

deeplearning-nanodegree-projects

Projects Submitted for Udacity Deep Learning Nanodegree

gesture-recognizer

Gesture Recognition program for a USB accelerometer. Used to learn C# during my undergrad.

guess-the-emotion

An interactive game created for the Nao robot.

kaggle-fish-detection-with-deep-learning

Trying some deep transfer learning for accurate fish species detection in images.

kaggle-image-classification-competition

Image classification competition with a small, uneven dataset.

leetcode

Solutions to various Leetcode problems in Python with explanations and complexity analysis.

machine-learning-assignments

Graduate-level assignments for machine learning at the University of Toronto.

march-madness-machine-learning-predictions-2017

Using machine learning to try to predict the outcomes of the 2017 March Madness tournament.

microrobot-reinforcement-learning

Training a microrobot to perform a cell-sorting task optimally.

pirate-petes-jewel-hunt

Dungeon scroller game designed to be controlled with a USB accelerometer.

robot-clothing-recommender-system

Social robot + machine learning pipeline for personalized, adaptive, clothing recommendation.

time-series-gesture-detection

Multi-channel time-series classification in Python.

vision

Datasets, Transforms and Models specific to Computer Vision