diff --git a/notebooks/Pipfile.lock b/notebooks/Pipfile.lock
index 40735ab..85f4d58 100644
--- a/notebooks/Pipfile.lock
+++ b/notebooks/Pipfile.lock
@@ -69,10 +69,10 @@
         },
         "asttokens": {
             "hashes": [
-                "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e",
-                "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"
+                "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24",
+                "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"
             ],
-            "version": "==2.4.0"
+            "version": "==2.4.1"
         },
         "async-lru": {
             "hashes": [
@@ -92,11 +92,11 @@
         },
         "babel": {
             "hashes": [
-                "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210",
-                "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"
+                "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363",
+                "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==2.13.0"
+            "version": "==2.14.0"
         },
         "backcall": {
             "hashes": [
@@ -123,11 +123,11 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:539cc1d13202e33ca466e88b2807e29f4c13049d6d87031a3c110744495cb082",
-                "sha256:92d6037539857d8206b8f6ae472e8b77db8058fec5937a1ef3f54304089edbb9"
+                "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1",
+                "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2023.7.22"
+            "version": "==2023.11.17"
         },
         "cffi": {
             "hashes": [
@@ -189,107 +189,107 @@
         },
         "charset-normalizer": {
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@@ -349,10 +349,11 @@
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@@ -394,11 +395,11 @@
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@@ -525,7 +526,6 @@
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@@ -547,11 +547,11 @@
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@@ -563,11 +563,11 @@
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@@ -685,19 +685,20 @@
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@@ -793,11 +794,11 @@
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@@ -809,11 +810,11 @@
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@@ -848,33 +849,19 @@
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@@ -961,6 +948,7 @@
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@@ -1395,19 +1383,18 @@
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