pcarron2

Python, R, and Scala projects from the past few years.

Pinned Repositories

NBAShotPrediction
NBA play by play data and player statistics are used to predict individual shot outcomes. Pandas is used to combine and clean the data. Scikit-Learn is used for modeling.
Language:Python0 2 00
NLP-Party-Affiliation
Predicting party affiliation from speech
Language:Python1 1 00
R-machine-learning
R scripts covering clustering, decision trees, Bayes nets, and causal Bayes inference.
Language:R0 1 00
Scikit-Learn-Regression
Regression with Scikit-Learn
Language:Python0 1 00
Search-Engine
Python Web Crawler, Porter Stemmer, Page Rank, Inverse Index
Language:Python0 1 00
Sudoku
Scala Sudoku backtracking solver
Language:Scala1 1 00
Tetris-Genetic-Alg
Genetic algorithm for tuning weights on a Tetris bot
Language:Python0 1 00
Party-Affiliation
Naive Bayes and SVM (with SGD training) classification on political documents to determine the speaker's party affiliation.
Language:Python0 2 00

pcarron2/NLP-Party-Affiliation
Predicting party affiliation from speech
Language:Python1 1 00
pcarron2/Sudoku
Scala Sudoku backtracking solver
Language:Scala1 1 00
pcarron2/NBAShotPrediction
NBA play by play data and player statistics are used to predict individual shot outcomes. Pandas is used to combine and clean the data. Scikit-Learn is used for modeling.
Language:Python0 2 00
pcarron2/R-machine-learning
R scripts covering clustering, decision trees, Bayes nets, and causal Bayes inference.
Language:R0 1 00
pcarron2/Scikit-Learn-Regression
Regression with Scikit-Learn
Language:Python0 1 00
pcarron2/Search-Engine
Python Web Crawler, Porter Stemmer, Page Rank, Inverse Index
Language:Python0 1 00
pcarron2/Tetris-Genetic-Alg
Genetic algorithm for tuning weights on a Tetris bot
Language:Python0 1 00