WIP

experiments/stocks/ForecastGenerator.py

@@ -111,4 +111,4 @@ if __name__ == "__main__":
     )
     args = parser.parse_args()
 
-    main(args)
+    main(args)

experiments/stocks/README.md

@@ -0,0 +1,20 @@
+
+
+To source the data first walk through the `make_wind_dataset` notebook.
+
+To generate forecasts for a station then run
+
+
+```{bash}
+python GPGenerator.py 
+    --kernel={volt, sm, matern} ## kernel choice
+    --stn_idx=0 ## station index in the dataset
+    --mean={ewma, constant} ## mean choice
+    --ntrain=400 ## training window
+    --n_test_times=100 ## number of test time points
+```
+
+
+experiments/stocks/LSTMGenerator.py
+experiments/stocks/GenerateMultiMeanPreds.py
+experiments/stocks/ForecastGenerator.py

experiments/weather/README.md

@@ -12,4 +12,4 @@ python GPGenerator.py
     --mean={ewma, constant} ## mean choice
     --ntrain=400 ## training window
     --n_test_times=100 ## number of test time points
-```
+```