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Autogluon #33

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Autogluon #33

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923cd12
add autogluon dependencies
diegomarvid Jul 14, 2024
92bfb61
add autogluon model
diegomarvid Jul 14, 2024
b372dee
split `X` and `y` in `Tabular` instead of `Encode`
diegomarvid Jul 14, 2024
09ebdd3
update poetry lock
diegomarvid Jul 14, 2024
efbef90
update formatting
diegomarvid Jul 14, 2024
3bb6179
remove comment
diegomarvid Jul 15, 2024
b223fe5
remove adding not pertinent `test.py` file
diegomarvid Jul 15, 2024
38a68bf
update fit_model for new prediction method with X_prediction
diegomarvid Jul 15, 2024
e8b4acf
fix tests, calculate features and X_prediction
diegomarvid Jul 16, 2024
16e4c79
add `predict_proba` functionality
diegomarvid Jul 17, 2024
c34f214
update delay JSON
diegomarvid Jul 17, 2024
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update delay JSON
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@diegomarvid
diegomarvid committed Jul 17, 2024
commit c34f2149ffa92150a7fab317eace6743b25cb5b7
6 changes: 4 additions & 2 deletions examples/delay/configs/base.json
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Original file line number Diff line number Diff line change
Expand Up @@ -7,14 +7,16 @@
"target": "Delay",
"task": "classification",
"columns_to_ignore_for_training": [
"FlightID"
"FlightID",
"FlightNumber"
]
},
"steps": [
{
"step_type": "GenerateStep",
"parameters": {
"train_path": "examples/delay/data/train.csv"
"train_path": "examples/delay/data/train.csv",
"predict_path": "examples/delay/data/test.csv"
}
},
{
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11 changes: 11 additions & 0 deletions examples/delay/data/test.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,11 @@
FlightID,Airline,FlightNumber,Origin,Destination,ScheduledDeparture,ScheduledArrival,Distance,Weather
101,NK,101,FLL,LGA,2024-07-10 07:00:00,2024-07-10 10:00:00,1076,Clear
102,B6,202,BOS,SFO,2024-07-10 08:30:00,2024-07-10 12:30:00,2704,Fog
103,AS,303,SEA,ANC,2024-07-10 10:00:00,2024-07-10 12:30:00,1448,Rain
104,F9,404,LAS,MCO,2024-07-10 11:30:00,2024-07-10 19:00:00,2035,Clear
105,NK,505,ORD,MSY,2024-07-10 13:00:00,2024-07-10 15:30:00,837,Thunderstorm
106,B6,606,JFK,AUS,2024-07-10 14:30:00,2024-07-10 17:30:00,1521,Clear
107,AS,707,PDX,HNL,2024-07-10 16:00:00,2024-07-10 19:30:00,2603,Windy
108,F9,808,DEN,SAN,2024-07-10 17:30:00,2024-07-10 19:00:00,853,Clear
109,NK,909,DTW,PHX,2024-07-10 19:00:00,2024-07-10 20:30:00,1671,Hail
110,B6,1010,BOS,MCO,2024-07-10 20:30:00,2024-07-10 23:30:00,1121,Clear
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