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Add combined LSTM model (walking + stair climbing) #12

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Add combined LSTM model (walking + stair climbing) #12

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80fbf93
feature(LSTM model): add combined model
Mariaakhtar0035 May 10, 2025
e2ade30
feature: save scaler parameters
Mariaakhtar0035 May 10, 2025
95e69c9
feature: save scaler parameters
Mariaakhtar0035 May 10, 2025
c3490c2
feature: save trained model
Mariaakhtar0035 May 14, 2025
2d410b0
update retrained model
Mariaakhtar0035 May 14, 2025
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573 changes: 573 additions & 0 deletions combinedModel.ipynb
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Binary file added combinedModel.pt
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18 changes: 18 additions & 0 deletions scaler_traits.json
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Original file line number Diff line number Diff line change
@@ -0,0 +1,18 @@
{
"mean": [
-0.11710868810735767,
-0.10988203522674693,
-0.14209954158954197,
-0.01175540837575194,
-0.3002866872975475,
0.15873358688107356
],
"scale": [
7.914804623887756,
10.348630850347556,
9.075564912636874,
8.694237878816073,
9.319317917058862,
13.493363367102186
]
}