Pinned Repositories
AuctionHouse
See how much advertisers are paying for your attention https://chrome.google.com/webstore/detail/auctionhouse/hmjofiljabjmompfgllkpkbkfbpbpkcp
bandits
Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset
coffee-quality-database
Building the Coffee Quality Institute Database
field-goal-models
Modeling NFL Field Goal Probabilities in R
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.
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
pybaseball
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
Sports-Econometrics
Analytics Projects from Sports Econometrics (EC3700) -- a course on advanced methods in cross-sectional econometrics with a focus on sports data
Tensorflow_ML_Algorithms
Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression
jldbc's Repositories
jldbc/pybaseball
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
jldbc/coffee-quality-database
Building the Coffee Quality Institute Database
jldbc/bandits
Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset
jldbc/Tensorflow_ML_Algorithms
Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression
jldbc/numpy_neural_net
A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy
jldbc/gutenberg
A content-based recommender system for books using the Project Gutenberg text corpus
jldbc/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.
jldbc/field-goal-models
Modeling NFL Field Goal Probabilities in R
jldbc/AuctionHouse
See how much advertisers are paying for your attention https://chrome.google.com/webstore/detail/auctionhouse/hmjofiljabjmompfgllkpkbkfbpbpkcp
jldbc/Sports-Econometrics
Analytics Projects from Sports Econometrics (EC3700) -- a course on advanced methods in cross-sectional econometrics with a focus on sports data
jldbc/twitter-social-graph
Project to visualize a user's Twitter social graph
jldbc/iPython-Notebooks
A collection of small side projects and analyses
jldbc/Saber
Misc. sabermetric and sports analytics projects
jldbc/malicious-urls
Malicious url classifier build with SVM, random forest, and logistic regression classifiers
jldbc/Big-Data
Coursework from Big Data (CS3390) -- Machine Learning tasks performed using Hadoop, MapReduce, and Spark
jldbc/boston_college_webcams
Pull photos from the Boston College webcams
jldbc/Statistical-Learning
Coursework from Big Data (EC3389) -- a course on statistical learning theory with applications in Python
jldbc/groupme-analytics
Data Mine your Group Chat
jldbc/NewsBot
Computer generated news headlines using Markov chains
jldbc/Udacity-ML
Coursework from Udacity Machine Learning Engineer nanodegree
jldbc/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.
jldbc/Deep_Learning
Notes and code to accompany Deep Learning by Goodfellow, Bengio, and Courville
jldbc/ESL
Notes and Implementations from Elements of Statistical Learning
jldbc/gohugo-amp
⚡ AMP starter theme for gohugo https://gohugo-amp.gohugohq.com
jldbc/iprep
BC Interview Prep Group Problems
jldbc/jldbc.github.io
A place for me to write about data and coffee
jldbc/minimal-mistakes
:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.
jldbc/project-forum
A forum for sharing projects and finding collaborators
jldbc/PyTorch_LSTM
Generative Long Short Term Memory (LSTM) Recurrent Neural Network in Pytorch
jldbc/stylecloud
Python package + CLI to generate stylistic wordclouds, including gradients and icon shapes!