Track ML

Code for the kaggle TrackML challenge from CERN.

Notebooks and scripts used for this challenge - https://www.kaggle.com/c/trackml-particle-identification

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.RData		.RData
.Rhistory		.Rhistory
.gitignore		.gitignore
20180712_dbscan_grid_search.ipynb		20180712_dbscan_grid_search.ipynb
README.md		README.md
Untitled.ipynb		Untitled.ipynb
Untitled1.ipynb		Untitled1.ipynb
agglomerative.ipynb		agglomerative.ipynb
agglomerative_2.ipynb		agglomerative_2.ipynb
agglomerative_w_connectivity-Copy1.ipynb		agglomerative_w_connectivity-Copy1.ipynb
agglomerative_w_connectivity.ipynb		agglomerative_w_connectivity.ipynb
agglomerative_w_radius_connectivity.ipynb		agglomerative_w_radius_connectivity.ipynb
bopt_2.R		bopt_2.R
clustering.ipynb		clustering.ipynb
dbscan.ipynb		dbscan.ipynb
dbscan2.ipynb		dbscan2.ipynb
dbscan_3.ipynb		dbscan_3.ipynb
dbscan_backup.ipynb		dbscan_backup.ipynb
dbscan_grid_search.ipynb		dbscan_grid_search.ipynb
dbscan_grid_search_adaptive_size.ipynb		dbscan_grid_search_adaptive_size.ipynb
dbscan_grid_search_cells.ipynb		dbscan_grid_search_cells.ipynb
dbscan_grid_search_multi_weight.ipynb		dbscan_grid_search_multi_weight.ipynb
dbscan_grid_search_original.ipynb		dbscan_grid_search_original.ipynb
dbscan_grid_search_reversed.ipynb		dbscan_grid_search_reversed.ipynb
dbscan_grid_search_theta0.ipynb		dbscan_grid_search_theta0.ipynb
dbscan_grid_search_wo_z_shift.ipynb		dbscan_grid_search_wo_z_shift.ipynb
dbscan_grid_search_z_shift.ipynb		dbscan_grid_search_z_shift.ipynb
dbscan_grid_search_z_shift2.ipynb		dbscan_grid_search_z_shift2.ipynb
dbscan_grid_search_z_shift_final_hdbscan.ipynb		dbscan_grid_search_z_shift_final_hdbscan.ipynb
dbscan_multiweight-Copy1.ipynb		dbscan_multiweight-Copy1.ipynb
dbscan_multiweight.ipynb		dbscan_multiweight.ipynb
dbscan_new_features.ipynb		dbscan_new_features.ipynb
dbscan_outliers_removed.ipynb		dbscan_outliers_removed.ipynb
eps_results.xlsx		eps_results.xlsx
explore.py		explore.py
explore_1.py		explore_1.py
extension.py		extension.py
gaussian.ipynb		gaussian.ipynb
gridsearch_scratchpad.ipynb		gridsearch_scratchpad.ipynb
gs_best_results.pkl		gs_best_results.pkl
gs_results.pkl		gs_results.pkl
gs_results_filtered.pkl		gs_results_filtered.pkl
hdbscan.ipynb		hdbscan.ipynb
helices_baseline.ipynb		helices_baseline.ipynb
helices_baseline.py		helices_baseline.py
knn.ipynb		knn.ipynb
knn2.ipynb		knn2.ipynb
knn_3.ipynb		knn_3.ipynb
leak.R		leak.R
lgb.ipynb		lgb.ipynb
outliers.ipynb		outliers.ipynb
outliers_parallel.ipynb		outliers_parallel.ipynb
outliers_parallel_1.ipynb		outliers_parallel_1.ipynb
outliers_parallel_2.ipynb		outliers_parallel_2.ipynb
outliers_scratch.ipynb		outliers_scratch.ipynb
outliers_scratch_hdbscan.ipynb		outliers_scratch_hdbscan.ipynb
scratchpad.ipynb		scratchpad.ipynb
scratchpad_submission.ipynb		scratchpad_submission.ipynb
script.py		script.py
test_dataset_submissions.npy		test_dataset_submissions.npy
tracklet_seeding (1).py		tracklet_seeding (1).py
tracklet_seeding.py		tracklet_seeding.py
trackml-participant-document-particle-v1.0.pdf		trackml-participant-document-particle-v1.0.pdf
trackml_b_optimize.R		trackml_b_optimize.R
trackml_b_optimize_2.R		trackml_b_optimize_2.R
trackml_b_optimize_3.R		trackml_b_optimize_3.R

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