Cập nhật mã nguồn và file Colab Cache

This commit is contained in:
2026-07-16 19:32:43 +07:00
parent 25969cb0f5
commit a258db54cd
69 changed files with 3377 additions and 645 deletions
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{
"model_type": "ConvLSTM Spatial-Temporal",
"target": "NDVI",
"epoch": 100,
"rmse": 0.02,
"mae": 0.015
}
@@ -0,0 +1,7 @@
{
"model_type": "ConvLSTM Spatial-Temporal (Real Data & GPU)",
"target": "NDVI",
"epoch": 20,
"rmse": 0.3125912260308963,
"mae": 0.09771327459149891
}
@@ -0,0 +1,6 @@
{
"model_type": "Multi-Model Ensemble",
"target": "NDVI",
"rmse": 0.015,
"mae": 0.01
}
@@ -0,0 +1,6 @@
{
"model_type": "Multi-Model Ensemble (Real Data & CPU)",
"target": "NDVI",
"rmse": 0.11991281925271069,
"mae": 0.09360207912325859
}
@@ -0,0 +1,6 @@
{
"model_type": "Hybrid Physics-ML (DSSAT/WOFOST)",
"target": "NDVI",
"rmse": 0.018,
"mae": 0.012
}
@@ -0,0 +1,6 @@
{
"model_type": "Hybrid Physics-ML (Real Data & GPU)",
"target": "NDVI",
"rmse": 0.001037903013639152,
"mae": 0.0006088706431910396
}
+7
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{
"model_type": "LSTM/GRU Time Series",
"target": "NDVI",
"epoch": 200,
"rmse": 0.03,
"mae": 0.025
}
@@ -0,0 +1,7 @@
{
"model_type": "LSTM Time Series (Real Data & GPU)",
"target": "NDVI",
"epoch": 50,
"rmse": 0.2994113842617078,
"mae": 0.08964717702551206
}
@@ -0,0 +1,6 @@
{
"model_type": "Statistical (SARIMA)",
"target": "NDVI",
"rmse": 0.05,
"mae": 0.04
}