Project folder for all my Jupyter Notebooks and NBA data.
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Dec 15, 2023 - Jupyter Notebook
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nba
Here are 7 public repositories matching this topic...
Predicting NBA MVPs using machine learning
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Dec 4, 2023 - Jupyter Notebook
NBA players clustering and Points prediction
nba machine-learning jupyter notebook python3 pca linear clustering-algorithm prediction-model lebron-james
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Jun 22, 2020 - Jupyter Notebook
Jupyter notebook that outlines the process of creating a machine learning predictive model. Predicts the peak "Wins Shared" by the current draft prospects based on numerous features such as college stats, projected draft pick, physical profile and age. I try out multiple models and pick the best performing one for the data from my judgement.
nba machine-learning neural-network linear-regression scikit-learn ridge-regression multi-layer-perceptron nba-analytics prospects scikitlearn-machine-learning nba-prediction lasso-regression support-vector-regression regression-algorithms college-basketball
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Apr 17, 2018 - Jupyter Notebook
A notebook of building a logistic classification model, random forest classifier, and a support vector machine (SVM) classifier - all using Scikit-Learn!
python nba data-science data random-forest numpy scikit-learn pandas seaborn logistic-regression nba-stats support-vector-machines svm-classifier scikitlearn-machine-learning matplotlib-pyplot
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Nov 3, 2020 - Jupyter Notebook
Jupyter Notebook that scrapes NBA player salary data from espn.com, injects that data into an existing dataset (one owned by TrueHoop CEO and CoFounder Henry Abbott), and exports the resulting augmented dataset to a .csv file.
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Jun 16, 2022 - Jupyter Notebook
This is the notebook of our final project for CMSC320: Introduction to Data Science. In this project, we explore Hall of Famers in the NBA.
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Dec 20, 2021 - HTML
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