GitHub - qurore/vanbus: Vancouver Metro Bus Delay Prediction Model - TransLink GTFS-RT data collection and ML prediction

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 34 Commits
dashboard		dashboard
diagrams		diagrams
gtfs_data		gtfs_data
lambda-road-conditions		lambda-road-conditions
lambda-weather		lambda-weather
lambda		lambda
worker		worker
.env.example		.env.example
.gitignore		.gitignore
CLAUDE.md		CLAUDE.md
archive_data.py		archive_data.py
backfill_road_conditions.py		backfill_road_conditions.py
backfill_weather.py		backfill_weather.py
collect_data.py		collect_data.py
data_verification.png		data_verification.png
delay_model.lgb		delay_model.lgb
delay_model_best.joblib		delay_model_best.joblib
delay_model_features.txt		delay_model_features.txt
eda_delay_by_route.png		eda_delay_by_route.png
eda_delay_distribution.png		eda_delay_distribution.png
eda_geographic.png		eda_geographic.png
eda_road_conditions.png		eda_road_conditions.png
eda_temporal_patterns.png		eda_temporal_patterns.png
eda_weather.png		eda_weather.png
export_all_data.py		export_all_data.py
gtfs.zip		gtfs.zip
import_all_data.py		import_all_data.py
import_gtfs.py		import_gtfs.py
import_stops.py		import_stops.py
model_2x2_factorial.png		model_2x2_factorial.png
model_comparison_enhance2.png		model_comparison_enhance2.png
model_comparison_final.png		model_comparison_final.png
model_comparison_phase1.png		model_comparison_phase1.png
model_comparison_svm.png		model_comparison_svm.png
model_evaluation.png		model_evaluation.png
model_feature_selection.png		model_feature_selection.png
model_progress_summary.png		model_progress_summary.png
model_target_transform.png		model_target_transform.png
requirements.txt		requirements.txt
road_conditions.py		road_conditions.py
setup_db.py		setup_db.py
setup_road_conditions.py		setup_road_conditions.py
slide_chart1_base.png		slide_chart1_base.png
slide_chart2_enhancement.png		slide_chart2_enhancement.png
slide_chart3_nystroem.png		slide_chart3_nystroem.png
stops.csv		stops.csv
train_delay_model.ipynb		train_delay_model.ipynb
train_delay_model.py		train_delay_model.py
train_delay_model_train_only.ipynb		train_delay_model_train_only.ipynb
weather.py		weather.py