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WAT-ai
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wildfire
Wildfire Prediction Project
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Aggregate data script: longitude, latitude, daily aggregation
#102
matterxleben
opened
1 week ago
0
Create wildfire-weather dataset for TFT
#101
rchang0501
opened
1 month ago
0
Use TFT on CUCAI 2024 data and compare models
#100
rchang0501
opened
2 months ago
0
Investigate Shap Explainable AI
#99
rchang0501
opened
2 months ago
0
Investigate MODIS and ERA5 data
#98
rchang0501
opened
4 months ago
0
Mamba Lit Review
#97
rchang0501
opened
5 months ago
1
Temporal Fusion Transformer Tutorial
#96
rchang0501
closed
2 months ago
0
Temporal Fusion Transformer Lit Review
#95
rchang0501
opened
5 months ago
0
Read review of machine learning in wildfire paper
#94
rchang0501
closed
5 months ago
0
refactor file structure
#93
rchang0501
closed
8 months ago
0
Refactor file structure
#92
rchang0501
closed
8 months ago
0
Weather and Satellite Plots
#91
aniruddhrao03
opened
8 months ago
0
PyTorch onboarding
#90
rchang0501
closed
4 months ago
0
investigate using DVC for data
#89
rchang0501
opened
8 months ago
0
move scripts into scripts folder
#88
rchang0501
closed
8 months ago
0
move notebooks into notebooks folder
#87
rchang0501
closed
8 months ago
0
Add data visualization to predicted results
#86
rchang0501
opened
8 months ago
0
Add data visualization for predicted burn
#85
rchang0501
opened
8 months ago
1
CUCAI paper | III, B. methodology, experimental design - defining area of interest
#84
rchang0501
closed
8 months ago
0
Implement grid search and evaluate results
#83
Ari1029
closed
8 months ago
1
Make plots for training data
#82
rchang0501
opened
8 months ago
0
CUCAI paper abstract
#81
rchang0501
closed
8 months ago
0
CUCAI paper limitations
#80
rchang0501
closed
8 months ago
0
CUCAI paper future work
#79
rchang0501
closed
8 months ago
0
CUCAI paper conclusion
#78
rchang0501
closed
8 months ago
0
CUCAI paper results and discussion
#77
rchang0501
closed
8 months ago
0
CUCAI paper methodology - model training
#76
rchang0501
closed
8 months ago
0
Add fine area column to weather data
#75
rchang0501
closed
8 months ago
2
Group and interpolate weather data
#74
rchang0501
closed
8 months ago
1
Update xgboost trainer to ingest data and save model
#73
rchang0501
closed
8 months ago
1
added remove and add commands script
#72
aniruddhrao03
closed
8 months ago
0
Quarterly 6 by 6 training data
#71
rchang0501
closed
8 months ago
0
Gcp workflows
#70
aniruddhrao03
closed
8 months ago
1
Git gcp workflow
#69
aniruddhrao03
closed
8 months ago
2
Data ingestion pipeline
#68
TylerHQZeng
closed
8 months ago
0
Update data to use 36 fine areas
#67
rchang0501
closed
8 months ago
1
Update complex spatial notebook to use 36 fine areas
#66
rchang0501
closed
8 months ago
1
create xgboost trainer
#65
rchang0501
closed
8 months ago
1
xgboost trainer
#64
rchang0501
closed
8 months ago
1
CUCAI paper | III, A. methodology, experimental design - weather
#63
rchang0501
closed
8 months ago
0
CUCAI paper | III, A. methodology, dataset - satellite data
#62
rchang0501
closed
8 months ago
0
Git gcp workflow
#61
aniruddhrao03
closed
8 months ago
1
Final satellite burn processing
#60
TylerHQZeng
closed
8 months ago
1
Create evaluation framework for XGBoost jobs
#59
rchang0501
closed
8 months ago
1
Create script to consolidate data preparation pipeline
#58
rchang0501
opened
9 months ago
0
Determine XGBoost hyperparameters
#57
rchang0501
closed
8 months ago
0
Set up xgboost training framework
#56
rchang0501
closed
8 months ago
0
Create pipeline to ingest training data into xgboost
#55
rchang0501
closed
8 months ago
0
update .DS_Store handling for yearly to weekly weather script
#54
rchang0501
opened
9 months ago
0
For each week, for each fine area station concatenate the weather data
#53
Ari1029
closed
8 months ago
2
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