From 6c0f88e46d59c0dcfbf1990e41c8ea32fd6d19c7 Mon Sep 17 00:00:00 2001
From: Gao Enhao <gaoeh@lamda.nju.edu.cn>
Date: Wed, 27 Dec 2023 00:36:15 +0800
Subject: [PATCH] [MNT] sort import of jupyter files

---
 examples/hed/hed.ipynb             | 14 ++++++++------
 examples/hwf/hwf.ipynb             | 12 +++++++-----
 examples/mnist_add/mnist_add.ipynb | 13 +++++++------
 examples/zoo/zoo.ipynb             | 13 ++++++++-----
 4 files changed, 30 insertions(+), 22 deletions(-)

diff --git a/examples/hed/hed.ipynb b/examples/hed/hed.ipynb
index 6413289..de484f5 100644
--- a/examples/hed/hed.ipynb
+++ b/examples/hed/hed.ipynb
@@ -19,17 +19,19 @@
    "source": [
     "# Import necessary libraries and modules\n",
     "import os.path as osp\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
     "import torch\n",
     "import torch.nn as nn\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
-    "from datasets import get_dataset, split_equation\n",
-    "from models.nn import SymbolNet\n",
     "from abl.learning import ABLModel, BasicNN\n",
-    "from reasoning import HedKB, HedReasoner\n",
-    "from consistency_metric import ConsistencyMetric\n",
     "from abl.utils import ABLLogger, print_log\n",
-    "from bridge import HedBridge"
+    "\n",
+    "from bridge import HedBridge\n",
+    "from consistency_metric import ConsistencyMetric\n",
+    "from datasets import get_dataset, split_equation\n",
+    "from models.nn import SymbolNet\n",
+    "from reasoning import HedKB, HedReasoner"
    ]
   },
   {
diff --git a/examples/hwf/hwf.ipynb b/examples/hwf/hwf.ipynb
index 584c736..d4a5f5a 100644
--- a/examples/hwf/hwf.ipynb
+++ b/examples/hwf/hwf.ipynb
@@ -19,18 +19,20 @@
    "source": [
     "# Import necessary libraries and modules\n",
     "import os.path as osp\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
     "import torch\n",
     "import torch.nn as nn\n",
-    "import matplotlib.pyplot as plt\n",
     "\n",
-    "from datasets import get_dataset\n",
-    "from models.nn import SymbolNet\n",
+    "from abl.bridge import SimpleBridge\n",
+    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
     "from abl.learning import ABLModel, BasicNN\n",
     "from abl.reasoning import KBBase, Reasoner\n",
-    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
     "from abl.utils import ABLLogger, print_log\n",
-    "from abl.bridge import SimpleBridge"
+    "\n",
+    "from datasets import get_dataset\n",
+    "from models.nn import SymbolNet"
    ]
   },
   {
diff --git a/examples/mnist_add/mnist_add.ipynb b/examples/mnist_add/mnist_add.ipynb
index 5e27a61..af2de04 100644
--- a/examples/mnist_add/mnist_add.ipynb
+++ b/examples/mnist_add/mnist_add.ipynb
@@ -19,19 +19,20 @@
    "source": [
     "# Import necessary libraries and modules\n",
     "import os.path as osp\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
     "import torch\n",
     "import torch.nn as nn\n",
-    "import matplotlib.pyplot as plt\n",
-    "\n",
     "from torch.optim import RMSprop, lr_scheduler\n",
     "\n",
-    "from datasets import get_dataset\n",
-    "from models.nn import LeNet5\n",
+    "from abl.bridge import SimpleBridge\n",
+    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
     "from abl.learning import ABLModel, BasicNN\n",
     "from abl.reasoning import KBBase, Reasoner\n",
-    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
     "from abl.utils import ABLLogger, print_log\n",
-    "from abl.bridge import SimpleBridge"
+    "\n",
+    "from datasets import get_dataset\n",
+    "from models.nn import LeNet5"
    ]
   },
   {
diff --git a/examples/zoo/zoo.ipynb b/examples/zoo/zoo.ipynb
index ca43dd8..4596a55 100644
--- a/examples/zoo/zoo.ipynb
+++ b/examples/zoo/zoo.ipynb
@@ -19,15 +19,18 @@
    "source": [
     "# Import necessary libraries and modules\n",
     "import os.path as osp\n",
+    "\n",
     "import numpy as np\n",
     "from sklearn.ensemble import RandomForestClassifier\n",
-    "from get_dataset import load_and_preprocess_dataset, split_dataset\n",
+    "\n",
+    "from abl.bridge import SimpleBridge\n",
+    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
     "from abl.learning import ABLModel\n",
-    "from kb import ZooKB\n",
     "from abl.reasoning import Reasoner\n",
-    "from abl.data.evaluation import ReasoningMetric, SymbolAccuracy\n",
-    "from abl.utils import ABLLogger, print_log, confidence_dist\n",
-    "from abl.bridge import SimpleBridge"
+    "from abl.utils import ABLLogger, confidence_dist, print_log\n",
+    "\n",
+    "from get_dataset import load_and_preprocess_dataset, split_dataset\n",
+    "from kb import ZooKB"
    ]
   },
   {