Beast code in Giters

James LeDoux's repositories

pybaseball

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

Language:PythonMIT1153 70 200

coffee-quality-database

Building the Coffee Quality Institute Database

Language:RMIT227 25 2

bandits

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

Language:PythonMIT56 30

Tensorflow_ML_Algorithms

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

Language:Python52 70

numpy_neural_net

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

Language:PythonMIT29 30

gutenberg

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

Language:Python28 7 18

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.

Language:Stata10 30

field-goal-models

Modeling NFL Field Goal Probabilities in R

Language:R8 50

AuctionHouse

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

Language:JavaScriptMIT7 5 1

Sports-Econometrics

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

Language:Stata5 40

twitter-social-graph

Project to visualize a user's Twitter social graph

Language:Python5 4 1

iPython-Notebooks

A collection of small side projects and analyses

Language:Jupyter Notebook4 50

malicious-urls

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

Language:Jupyter Notebook3 30

Saber

Misc. sabermetric and sports analytics projects

Language:Jupyter NotebookMIT3 30

Big-Data

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

Language:Python2 40

boston_college_webcams

Pull photos from the Boston College webcams

Language:Python2 30

Statistical-Learning

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

Language:Jupyter Notebook2 30

groupme-analytics

Data Mine your Group Chat

Language:Jupyter Notebook1 3 1

NewsBot

Computer generated news headlines using Markov chains

Language:Python1 40

Udacity-ML

Coursework from Udacity Machine Learning Engineer nanodegree

Language:HTML1 30

criminology_of_place

Exploration and modeling of crime density in micro-places. Replications and Extensions of Weisburd, Eck, and Brantingham's work on the criminology of place.

Language:R030