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initial documentation changes of feature selection and time series chapters #3

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Apr 2, 2024
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571 changes: 556 additions & 15 deletions book/chapters/feat_selection.ipynb

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1,239 changes: 1,232 additions & 7 deletions book/chapters/time_series.ipynb

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20,000 changes: 20,000 additions & 0 deletions book/data/all_snotel_cdec_stations_active_in_westus.csv_amsr_dask.csv

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121,856 changes: 121,856 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv

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54,515 changes: 54,515 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv_gridmet.csv

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39,287 changes: 39,287 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv_snotel.csv

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121,856 changes: 121,856 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv_snow_cover.csv

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121,856 changes: 121,856 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv_sorted.csv

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59,766 changes: 59,766 additions & 0 deletions book/data/final_merged_data_3yrs_all_active_stations_v1.csv_terrain.csv

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62,091 changes: 62,091 additions & 0 deletions book/data/fsca_final_training_all.csv

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1 change: 1 addition & 0 deletions book/data/model_training_cleaned.csv
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date,lat,lon,etr,pr,rmax,rmin,tmmn,tmmx,vpd,vs,swe_value,elevation,slope,curvature,aspect,eastness,northness
1 change: 1 addition & 0 deletions book/data/model_training_data.csv
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date,lat,lon,cell_id,station_id,etr,pr,rmax,rmin,tmmn,tmmx,vpd,vs,Snow Water Equivalent (in) Start of Day Values,Change In Snow Water Equivalent (in),Snow Depth (in) Start of Day Values,Change In Snow Depth (in),Air Temperature Observed (degF) Start of Day Values,station_name,station_triplet,station_elevation,station_lat,station_long,mapping_station_id,mapping_cell_id,elevation,slope,curvature,aspect,eastness,northness
20,000 changes: 20,000 additions & 0 deletions book/data/training_all_active_snotel_station_list_elevation.csv_gridmet.csv

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