Jose Fernandez's repositories
public_sport_science_datasets
An ongoing compilation of publicly available datasets for sport science projects.
shinyAMS-resources
A compilation of resources for sport scientist building Athlete Management Tools in Shiny
EPV_NBA_Dashboard
A conceptual dashboard to visualize Expected Possession Value (EPV) in the NBA.
R_Intro_Workshop
Materials from a 1hr introductory workshop on the basics of R programming for Strength Coaches without any previous experience.
augmented_reality_athlete_profile
Simple proof of concept app combining image recognition via ARkit and a swiftUI view to display athlete metrics.
NBA-Game-Density-App
An app to visually explore the density (and other related factors) of the schedule for NBA teams.
sportVU_NBA_Tracking
A working workbook looking at physical demands of plays in NBA using SportVU legacy data.
basketball_event_tracker
This app let users track the coordinates of events in Basketball and export the data set.
NBA_Schedule_XGBoost_Classifier
Predicting NBA game outcomes using schedule related information. This is an example of supervised learning where a xgboost model was trained with 20 seasons worth of NBA games and uses SHAP values for model explainability.
chatGPT_shinyapp
A minimal R Shiny App application that enables users to interact with GPT-3
Push_Notes_to_Athlete
A basic athlete dashboard built in Shiny that enables coaches send notes directly to athletes's phone from the app.
sportsDraweR
Minimal app to showcase the drawing functionalities of the fabricerin package using sport specific examples.
awesome-soccer-analytics
:soccer::chart_with_upwards_trend: A curated list of awesome resources related to Soccer Analytics.
NBA-Draft-Tool-App
A trading tool app for the NBA based on the 2017 NBA Draft Pick Trade simulator by Kevin Pelton.
NBA-Scrolly-Travel-APP
A simple 'scrollytelling' app showing differences in travel (flight trajectories and mileage) for NBA teams over the last 3 seasons.
ReactTable-Shiny
Basic reacTable concept in shiny
swiftUI_basketball_clipboard
A basic prototype of digital basketball clipboard app built on swiftUI. It enables free drawing as well as dragging of players around the court.
body_avatars_in_R
Integrating body avatars (or body diagrams) within markdown reports and shiny apps
graphicalDT
Basic shinyapp displaying a graphical table. Proof of concept.
Stats_in_Sports_2021
Materials for the Statistics in Sports class for first-year undergrads
Swift_Learning_Resources
A list of resources and tutorial I am using to improve Swift & IOS coding skills.