From 789b65623a0d4ce43461a9a7c2ac0e4a74e0703e Mon Sep 17 00:00:00 2001
From: "v.gramlich1" <v.gramlichfz-juelich.de>
Date: Tue, 29 Jun 2021 16:12:38 +0200
Subject: [PATCH] Set-up to run with and without oversampling on hdfml, full
stationlist, 150epochs
---
run_with_oversampling.py | 3 ++-
run_without_oversampling.py | 3 ++-
2 files changed, 4 insertions(+), 2 deletions(-)
diff --git a/run_with_oversampling.py b/run_with_oversampling.py
index b21e5e6f..023a8a6f 100644
--- a/run_with_oversampling.py
+++ b/run_with_oversampling.py
@@ -26,8 +26,9 @@ def load_stations(external_station_list):
def main(parser_args):
plots = remove_items(DEFAULT_PLOT_LIST, "PlotConditionalQuantiles")
- workflow = DefaultWorkflow(stations=load_stations('supplement/German_background_station.json')[:75],
+ workflow = DefaultWorkflow(stations=load_stations('supplement/German_background_station.json'),
#stations=["DEBW013", "DEBW087", "DEBW107", "DEBW076"],
+ epochs=150,
train_model=True, create_new_model=True, network="UBA",
model=IntelliO3_ts_architecture, oversampling_method="bin_oversampling",
evaluate_bootstraps=False, # plot_list=["PlotCompetitiveSkillScore"],
diff --git a/run_without_oversampling.py b/run_without_oversampling.py
index 5b51ffa0..bda899ca 100644
--- a/run_without_oversampling.py
+++ b/run_without_oversampling.py
@@ -26,8 +26,9 @@ def load_stations(external_station_list = None):
def main(parser_args):
plots = remove_items(DEFAULT_PLOT_LIST, "PlotConditionalQuantiles")
- workflow = DefaultWorkflow(stations=load_stations('supplement/German_background_station.json')[:75],
+ workflow = DefaultWorkflow(stations=load_stations('supplement/German_background_station.json'),
#stations=["DEBW013", "DEBW087", "DEBW107", "DEBW076"],
+ epochs=150,
train_model=True, create_new_model=True, network="UBA",
model=IntelliO3_ts_architecture,
evaluate_bootstraps=False, # plot_list=["PlotCompetitiveSkillScore"],
--
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