Projects in Awesome Lists by jldbc
A curated list of projects in awesome lists by jldbc .
https://github.com/jldbc/pybaseball
Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)
baseball data python sabermetrics statcast
Last synced: 09 Apr 2025
https://github.com/jldbc/coffee-quality-database
Building the Coffee Quality Institute Database
agriculture coffee data data-science dataset
Last synced: 09 Apr 2025
https://github.com/jldbc/bandits
Multi-Armed Bandit algorithms applied to the MovieLens 20M dataset
Last synced: 20 Apr 2025
https://github.com/jldbc/tensorflow_ml_algorithms
Implementations of machine learning algorithms in Tensorflow: MLP, RNN, autoencoder, PageRank, KNN, K-Means, logistic regression, and OLS regression
algorithms autoencoder machine-learning-algorithms pagerank tensorflow
Last synced: 20 Apr 2025
https://github.com/jldbc/gutenberg
A content-based recommender system for books using the Project Gutenberg text corpus
gutenberg knn pyspark recommender tfidf
Last synced: 20 Apr 2025
https://github.com/jldbc/numpy_neural_net
A simple neural network (multilayer perceptron) with backpropagation implemented in Python with NumPy
deep-learning neural-network numpy python scratch
Last synced: 20 Apr 2025
https://github.com/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.
Last synced: 23 Feb 2025
https://github.com/jldbc/field-goal-models
Modeling NFL Field Goal Probabilities in R
field-goal football nfl shiny sports sports-stats
Last synced: 20 Apr 2025
https://github.com/jldbc/auctionhouse
See how much advertisers are paying for your attention https://chrome.google.com/webstore/detail/auctionhouse/hmjofiljabjmompfgllkpkbkfbpbpkcp
adtech chrome-extension data prebid
Last synced: 20 Apr 2025
https://github.com/jldbc/twitter-social-graph
Project to visualize a user's Twitter social graph
Last synced: 20 Apr 2025
https://github.com/jldbc/sports-econometrics
Analytics Projects from Sports Econometrics (EC3700) -- a course on advanced methods in cross-sectional econometrics with a focus on sports data
Last synced: 23 Feb 2025
https://github.com/jldbc/saber
Misc. sabermetric and sports analytics projects
Last synced: 23 Feb 2025
https://github.com/jldbc/ipython-notebooks
A collection of small side projects and analyses
Last synced: 20 Apr 2025
https://github.com/jldbc/malicious-urls
Malicious url classifier build with SVM, random forest, and logistic regression classifiers
Last synced: 23 Feb 2025
https://github.com/jldbc/big-data
Coursework from Big Data (CS3390) -- Machine Learning tasks performed using Hadoop, MapReduce, and Spark
big-data hadoop pagerank recommender-system spark
Last synced: 23 Feb 2025
https://github.com/jldbc/boston_college_webcams
Pull photos from the Boston College webcams
Last synced: 23 Feb 2025
https://github.com/jldbc/statistical-learning
Coursework from Big Data (EC3389) -- a course on statistical learning theory with applications in Python
Last synced: 20 Apr 2025
https://github.com/jldbc/udacity-ml
Coursework from Udacity Machine Learning Engineer nanodegree
Last synced: 23 Feb 2025
https://github.com/jldbc/newsbot
Computer generated news headlines using Markov chains
Last synced: 23 Feb 2025
https://github.com/jldbc/project-forum
A forum for sharing projects and finding collaborators
Last synced: 23 Feb 2025
https://github.com/jldbc/pytorch_lstm
Generative Long Short Term Memory (LSTM) Recurrent Neural Network in Pytorch
Last synced: 23 Feb 2025
https://github.com/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.
Last synced: 23 Feb 2025
https://github.com/jldbc/titanic_ml
Kaggle 'Machine Learning from Disaster' competition submission
Last synced: 23 Feb 2025
https://github.com/jldbc/esl
Notes and Implementations from Elements of Statistical Learning
Last synced: 23 Feb 2025
https://github.com/jldbc/deep_learning
Notes and code to accompany Deep Learning by Goodfellow, Bengio, and Courville
deep-learning deep-learning-book neural-networks notes
Last synced: 23 Feb 2025
https://github.com/jldbc/jldbc.github.io
A place for me to write about data and coffee
Last synced: 23 Feb 2025