jldbc/Udacity-ML

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jldbc/Udacity-ML

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Coursework from Udacity Machine Learning Engineer nanodegree

pybaseball

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

coffee-quality-database

Building the Coffee Quality Institute Database

bandits

Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset

Tensorflow_ML_Algorithms

Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression

gutenberg

A content-based recommender system for books using the Project Gutenberg text corpus

numpy_neural_net

A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy

gunsandcrime

A replication of Marvell and Moody's economics experiment measuring impact of gun ownership on crime rates, using percent suicides by gun, gun manufacturing, and survey data as proxies for gun ownership. Data set included.

field-goal-models

Modeling NFL Field Goal Probabilities in R

twitter-social-graph

Project to visualize a user's Twitter social graph

Sports-Econometrics

Analytics Projects from Sports Econometrics (EC3700) -- a course on advanced methods in cross-sectional econometrics with a focus on sports data

AuctionHouse

See how much advertisers are paying for your attention https://chrome.google.com/webstore/detail/auctionhouse/hmjofiljabjmompfgllkpkbkfbpbpkcp

iPython-Notebooks

A collection of small side projects and analyses

Jupyter Notebook

malicious-urls

Malicious url classifier build with SVM, random forest, and logistic regression classifiers

Jupyter Notebook

Saber

Misc. sabermetric and sports analytics projects

Jupyter Notebook

boston_college_webcams

Pull photos from the Boston College webcams

Statistical-Learning

Coursework from Big Data (EC3389) -- a course on statistical learning theory with applications in Python

Jupyter Notebook

Big-Data

Coursework from Big Data (CS3390) -- Machine Learning tasks performed using Hadoop, MapReduce, and Spark

groupme-analytics

Data Mine your Group Chat

Jupyter Notebook

NewsBot

Computer generated news headlines using Markov chains