From a21404fadae333e438a013ce7009165871ae8d2a Mon Sep 17 00:00:00 2001
From: "pre-commit-ci[bot]"
 <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Date: Mon, 24 Jul 2023 10:36:39 +0000
Subject: [PATCH] [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
---
 pvnet_summation/models/base_model.py | 2 --
 pvnet_summation/models/model.py      | 2 +-
 pvnet_summation/utils.py             | 2 +-
 3 files changed, 2 insertions(+), 4 deletions(-)

diff --git a/pvnet_summation/models/base_model.py b/pvnet_summation/models/base_model.py
index 93ff2e2..6db2eb3 100644
--- a/pvnet_summation/models/base_model.py
+++ b/pvnet_summation/models/base_model.py
@@ -16,7 +16,6 @@
 
 from pvnet_summation.utils import plot_forecasts
 
-
 logger = logging.getLogger(__name__)
 
 activities = [torch.profiler.ProfilerActivity.CPU]
@@ -52,7 +51,6 @@ def __init__(
         )
         self.pvnet_model.requires_grad_(False)
 
-
         self._optimizer = optimizer
 
         # Model must have lr to allow tuning
diff --git a/pvnet_summation/models/model.py b/pvnet_summation/models/model.py
index 47132f1..30e9486 100644
--- a/pvnet_summation/models/model.py
+++ b/pvnet_summation/models/model.py
@@ -104,4 +104,4 @@ def forward(self, x):
 
             out = F.leaky_relu(gsp_sum + out)
 
-        return out
\ No newline at end of file
+        return out
diff --git a/pvnet_summation/utils.py b/pvnet_summation/utils.py
index 91214de..9f7d179 100644
--- a/pvnet_summation/utils.py
+++ b/pvnet_summation/utils.py
@@ -24,7 +24,7 @@ def plot_forecasts(y, y_hat, times, batch_idx=None, quantiles=None, y_sum=None):
             continue
 
         ax.plot(times_utc[i], y[i], marker=".", color="k", label=r"$y$")
-        
+
         if y_sum is not None:
             ax.plot(
                 times_utc[i], y_sum[i], marker=".", linestyle="--", color="k", label=r"$y_{sum}$"