Files in hjmbigdatabowl/bdb2021
Our Big Data Bowl 2021 Submission
.Rbuildignore
.gitattributes
.github/.gitignore
.github/workflows/R-CMD-check.yaml
.github/workflows/pkgdown.yaml
.github/workflows/pr-commands.yaml
.github/workflows/r.yml
.github/workflows/render-rmarkdown.yaml
.github/workflows/test-coverage.yaml
.gitignore
DESCRIPTION
LICENSE
LICENSE.md
NAMESPACE
R/build_raw_stat_table.R
R/catch_prob_feature_engineering_arrival.R
R/catch_prob_feature_engineering_throw.R
R/connect_to_heroku_postgres.R
R/divvy_catch_credit.R
R/fit_models.R
R/heroku_postgres_prep.R
R/load_data.R
R/make_results_tables.R
R/man_zone_class.R
R/model_diagnostics.R
R/pipelines.R
R/save_encrypted.R
R/save_target_data.R
R/targets_feature_engineering.R
R/tune_models.R
R/utils.R
README.Rmd
README.md
_pkgdown.yml
bdb2021.Rproj
codecov.yml
docs/LICENSE-text.html
docs/LICENSE.html
docs/authors.html
docs/index.html
inst/.gitignore
inst/data/catch_prob_features.Rdata
inst/data/catch_prob_features_arrival.Rdata
inst/data/catch_prob_features_throw.Rdata
inst/data/drops_added.Rdata
inst/data/drops_added_arrival.Rdata
inst/data/drops_added_throw.Rdata
inst/plots/calplot_a.png
inst/plots/calplot_t.png
inst/plots/cdplot_a.jpg
inst/plots/cdplot_t.jpg
inst/plots/final_leaderboard.png
inst/plots/metrics_a.csv
inst/plots/metrics_t.csv
inst/plots/metrics_target_snap.csv
inst/plots/metrics_target_throw.csv
inst/plots/roc_plot_a.png
inst/plots/roc_plot_t.png
inst/plots/sherman_card.png
inst/plots/target_calplot.png
inst/plots/target_calplot_calibrated.png
inst/plots/target_calplot_pre_snap.png
inst/plots/target_calplot_uncalibrated.png
inst/plots/target_roc_plot.png
inst/plots/target_varimp.png
inst/plots/varimp_a.png
inst/plots/varimp_t.png
inst/tables/catch_prob_rankings.png
inst/tables/catch_prob_rankings_arrival.png
inst/tables/catch_prob_rankings_throw.png
man/add_receiver_target_rates.Rd
man/add_throw_vector_to_positions.Rd
man/aggregate_week_files.Rd
man/build_final_leaderboard.Rd
man/build_raw_stat_table.Rd
man/build_target_prob_tune_results.Rd
man/build_target_results.Rd
man/build_weather_df.Rd
man/catch_prob_diagnostic_plots.Rd
man/connect_to_heroku_postgres.Rd
man/convert_secret.Rd
man/create_throw_vectors.Rd
man/divvy_credit.Rd
man/do_catch_prob_arrival_feat_eng.Rd
man/do_catch_prob_throw_feat_eng.Rd
man/do_target_prob_feature_eng.Rd
man/figures/README-pressure-1.png
man/fit_catch_prob_xgb.Rd
man/fit_logit_platt_scaler.Rd
man/fit_logit_target_platt_scaler.Rd
man/fit_prior_target_prob.Rd
man/fit_target_prob_rf.Rd
man/fit_target_prob_xgb.Rd
man/generate_man_zone_class.Rd
man/get_constants.Rd
man/get_defense_locs_at_arrival.Rd
man/get_defense_locs_at_throw.Rd
man/get_football_location_at_arrival.Rd
man/get_football_locations.Rd
man/get_heights.Rd
man/get_max_throw_velo.Rd
man/get_pi_and_sack.Rd
man/get_play_outcomes.Rd
man/get_target_location_at_arrival.Rd
man/get_target_location_at_throw.Rd
man/get_targeted_receiver.Rd
man/get_throw_dists.Rd
man/get_weather.Rd
man/gt_theme_538.Rd
man/heroku_postgres_inserts.Rd
man/load_encrypted.Rd
man/load_key_and_nonce.Rd
man/load_player_summary_table.Rd
man/make_catch_prob_table.Rd
man/make_tendency_table.Rd
man/read_from_data.Rd
man/read_individual_week.Rd
man/read_non_week_files.Rd
man/read_pff.Rd
man/recalc_prob.Rd
man/run_catch_prob_tuning_pipeline.Rd
man/run_catch_prob_tuning_pipelines.Rd
man/run_target_prob_tuning_pipeline.Rd
man/save_encrypted.Rd
man/standardize_position_coordinates.Rd
man/stepwise_catch_prob_predict.Rd
man/stepwise_target_prob_predict.Rd
man/stepwise_target_prob_predict_xgb.Rd
man/target_prob_diagnostic_plots.Rd
man/tune_catch_prob_xgb.Rd
man/tune_target_prob_rf.Rd
man/tune_target_prob_xgb.Rd
vignettes/.gitignore
vignettes/submission.Rmd
