diff --git a/Pipfile.lock b/Pipfile.lock
index 2626964..bff643f 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -53,10 +53,10 @@
         },
         "asttokens": {
             "hashes": [
-                "sha256:8444353e4e2a99661c8dfb85ec9c02eedded08f0006234bff7db44a06840acc2",
-                "sha256:f5589ef8518f73dd82c15e1c19f795d8a62c133485e557c04443d4a1a730cf9f"
+                "sha256:c61e16246ecfb2cde2958406b4c8ebc043c9e6d73aaa83c941673b35e5d3a76b",
+                "sha256:e3305297c744ae53ffa032c45dc347286165e4ffce6875dc662b205db0623d86"
             ],
-            "version": "==2.0.7"
+            "version": "==2.0.8"
         },
         "attrs": {
             "hashes": [
@@ -191,27 +191,27 @@
         },
         "debugpy": {
             "hashes": [
-                "sha256:0984086a670f46c75b5046b39a55f34e4120bee78928ac4c3c7f1c7b8be1d8be",
-                "sha256:0bfdcf261f97a603d7ef7ab6972cdf7136201fde93d19bf3f917d0d2e43a5694",
-                "sha256:163f282287ce68b00a51e9dcd7ad461ef288d740dcb3a2f22c01c62f31b62696",
-                "sha256:19337bb8ff87da2535ac00ea3877ceaf40ff3c681421d1a96ab4d67dad031a16",
-                "sha256:3b4657d3cd20aa454b62a70040524d3e785efc9a8488d16cd0e6caeb7b2a3f07",
-                "sha256:40741d4bbf59baca1e97a5123514afcc036423caae5f24db23a865c0b4167c34",
-                "sha256:4909bb2f8e5c8fe33d6ec5b7764100b494289252ebe94ec7838b30467435f1cb",
-                "sha256:4e3c43d650a1e5fa7110af380fb59061bcba1e7348c00237e7473c55ae499b96",
-                "sha256:67749e972213c395647a8798cc8377646e581e1fe97d0b1b7607e6b112ae4511",
-                "sha256:726e5cc0ed5bc63e821dc371d88ddae5cba85e2ad207bf5fefc808b29421cb4c",
-                "sha256:77a47d596ce8c69673d5f0c9876a80cb5a6cbc964f3b31b2d44683c7c01b6634",
-                "sha256:79d9ac34542b830a7954ab111ad8a4c790f1f836b895d03223aea4216b739208",
-                "sha256:9809bd1cdc0026fab711e280e0cb5d8f89ae5f4f74701aba5bda9a20a6afb567",
-                "sha256:9e572c2ac3dd93f3f1a038a9226e7cc0d7326b8d345c9b9ce6fbf9cb9822e314",
-                "sha256:9f72435bc9a2026a35a41221beff853dd4b6b17567ba9b9d349ee9512eb71ce6",
-                "sha256:aaf579de5ecd02634d601d7cf5b6baae5f5bab89a55ef78e0904d766ef477729",
-                "sha256:ac5d9e625d291a041ff3eaf65bdb816eb79a5b204cf9f1ffaf9617c0eadf96fa",
-                "sha256:e6047272e97a11aa6898138c1c88c8cf61838deeb2a4f0a74e63bb567f8dafc6"
+                "sha256:34d2cdd3a7c87302ba5322b86e79c32c2115be396f3f09ca13306d8a04fe0f16",
+                "sha256:3c9f985944a30cfc9ae4306ac6a27b9c31dba72ca943214dad4a0ab3840f6161",
+                "sha256:4e255982552b0edfe3a6264438dbd62d404baa6556a81a88f9420d3ed79b06ae",
+                "sha256:5ad571a36cec137ae6ed951d0ff75b5e092e9af6683da084753231150cbc5b25",
+                "sha256:6efc30325b68e451118b795eff6fe8488253ca3958251d5158106d9c87581bc6",
+                "sha256:7c302095a81be0d5c19f6529b600bac971440db3e226dce85347cc27e6a61908",
+                "sha256:84c39940a0cac410bf6aa4db00ba174f973eef521fbe9dd058e26bcabad89c4f",
+                "sha256:86d784b72c5411c833af1cd45b83d80c252b77c3bfdb43db17c441d772f4c734",
+                "sha256:adcfea5ea06d55d505375995e150c06445e2b20cd12885bcae566148c076636b",
+                "sha256:b8deaeb779699350deeed835322730a3efec170b88927debc9ba07a1a38e2585",
+                "sha256:c4b2bd5c245eeb49824bf7e539f95fb17f9a756186e51c3e513e32999d8846f3",
+                "sha256:c4cd6f37e3c168080d61d698390dfe2cd9e74ebf80b448069822a15dadcda57d",
+                "sha256:cca23cb6161ac89698d629d892520327dd1be9321c0960e610bbcb807232b45d",
+                "sha256:d5c814596a170a0a58fa6fad74947e30bfd7e192a5d2d7bd6a12156c2899e13a",
+                "sha256:daadab4403427abd090eccb38d8901afd8b393e01fd243048fab3f1d7132abb4",
+                "sha256:dda8652520eae3945833e061cbe2993ad94a0b545aebd62e4e6b80ee616c76b2",
+                "sha256:e8922090514a890eec99cfb991bab872dd2e353ebb793164d5f01c362b9a40bf",
+                "sha256:fc233a0160f3b117b20216f1169e7211b83235e3cd6749bcdd8dbb72177030c7"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==1.6.2"
+            "version": "==1.6.3"
         },
         "decorator": {
             "hashes": [
@@ -239,10 +239,10 @@
         },
         "executing": {
             "hashes": [
-                "sha256:4ce4d6082d99361c0231fc31ac1a0f56979363cc6819de0b1410784f99e49105",
-                "sha256:ea278e2cf90cbbacd24f1080dd1f0ac25b71b2e21f50ab439b7ba45dd3195587"
+                "sha256:9c745f80cda11eb22b62cbecf21156491a794eb56ab06f9d286a44e62822b24e",
+                "sha256:d1cd87c2e371e9966261410c5b3769d6df2f9e4a79a83eebd2662dd3388f9833"
             ],
-            "version": "==0.9.1"
+            "version": "==0.10.0"
         },
         "fastjsonschema": {
             "hashes": [
@@ -253,11 +253,11 @@
         },
         "fonttools": {
             "hashes": [
-                "sha256:9a1c52488045cd6c6491fd07711a380f932466e317cb8e016fc4e99dc7eac2f0",
-                "sha256:d73f25b283cd8033367451122aa868a23de0734757a01984e4b30b18b9050c72"
+                "sha256:0292e391c1b46f2308bda20ea2a2dd5253725e7e2d3a1928b631338eb318eb22",
+                "sha256:1cfb335c0abdeb6231191dc4f9d7ce1173e2ac94b335c617e045b96f9c974aea"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.34.4"
+            "version": "==4.35.0"
         },
         "idna": {
             "hashes": [
@@ -308,11 +308,11 @@
         },
         "jsonschema": {
             "hashes": [
-                "sha256:408c4c8ed0dede3b268f7a441784f74206380b04f93eb2d537c7befb3df3099f",
-                "sha256:8ebad55894c002585271af2d327d99339ef566fb085d9129b69e2623867c4106"
+                "sha256:8ff7b44c6a99c6bfd55ca9ac45261c649cefd40aaba1124c29aaef1bcb378d84",
+                "sha256:92128509e5b700bf0f1fd08a7d018252b16a1454465dfa6b899558eeae584241"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==4.9.1"
+            "version": "==4.10.0"
         },
         "jupyter-client": {
             "hashes": [
@@ -330,6 +330,14 @@
             "markers": "python_version >= '3.7'",
             "version": "==4.11.1"
         },
+        "jupyterlab-pygments": {
+            "hashes": [
+                "sha256:2405800db07c9f770863bcf8049a529c3dd4d3e28536638bd7c1c01d2748309f",
+                "sha256:7405d7fde60819d905a9fa8ce89e4cd830e318cdad22a0030f7a901da705585d"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.2.2"
+        },
         "kiwisolver": {
             "hashes": [
                 "sha256:02f79693ec433cb4b5f51694e8477ae83b3205768a6fb48ffba60549080e295b",
@@ -337,42 +345,67 @@
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                 "sha256:10ee06759482c78bdb864f4109886dff7b8a56529bc1609d4f1112b93fe6423c",
                 "sha256:1d1573129aa0fd901076e2bfb4275a35f5b7aa60fbfb984499d661ec950320b0",
+                "sha256:283dffbf061a4ec60391d51e6155e372a1f7a4f5b15d59c8505339454f8989e4",
+                "sha256:28bc5b299f48150b5f822ce68624e445040595a4ac3d59251703779836eceff9",
+                "sha256:2a66fdfb34e05b705620dd567f5a03f239a088d5a3f321e7b6ac3239d22aa286",
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                 "sha256:2e407cb4bd5a13984a6c2c0fe1845e4e41e96f183e5e5cd4d77a857d9693494c",
                 "sha256:2f5e60fabb7343a836360c4f0919b8cd0d6dbf08ad2ca6b9cf90bf0c76a3c4f6",
+                "sha256:36dafec3d6d6088d34e2de6b85f9d8e2324eb734162fba59d2ba9ed7a2043d5b",
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                 "sha256:41dae968a94b1ef1897cb322b39360a0812661dba7c682aa45098eb8e193dbdf",
+                "sha256:4bd472dbe5e136f96a4b18f295d159d7f26fd399136f5b17b08c4e5f498cd494",
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                 "sha256:db5283d90da4174865d520e7366801a93777201e91e79bacbac6e6927cbceede",
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                 "sha256:e92a513161077b53447160b9bd8f522edfbed4bd9759e4c18ab05d7ef7e49408",
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                 "sha256:efda5fc8cc1c61e4f639b8067d118e742b812c930f708e6667a5ce0d13499e29",
+                "sha256:f0a1dbdb5ecbef0d34eb77e56fcb3e95bbd7e50835d9782a45df81cc46949750",
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                 "sha256:f4f270de01dd3e129a72efad823da90cc4d6aafb64c410c9033aba70db9f1ff0",
+                "sha256:f6cb459eea32a4e2cf18ba5fcece2dbdf496384413bc1bae15583f19e567f3b2",
                 "sha256:f8ad8285b01b0d4695102546b342b493b3ccc6781fc28c8c6a1bb63e95d22f09",
                 "sha256:f9f39e2f049db33a908319cf46624a569b36983c7c78318e9726a4cb8923b26c"
             ],
@@ -476,19 +509,26 @@
         },
         "mistune": {
             "hashes": [
-                "sha256:d7605b46b6156b53b7d52a465202b29a6f00f4ea4130ad5d25e9d5547d6b7e50",
-                "sha256:e3964140c0775535fba50bd616fe180920044a64bc21850253267b07bff89924"
+                "sha256:59a3429db53c50b5c6bcc8a07f8848cb00d7dc8bdb431a4ab41920d201d4756e",
+                "sha256:88a1051873018da288eee8538d476dffe1262495144b33ecb586c4ab266bb8d4"
             ],
-            "index": "pypi",
-            "version": "==2.0.3"
+            "version": "==0.8.4"
+        },
+        "nbclient": {
+            "hashes": [
+                "sha256:40c52c9b5e3c31faecaee69f202b3f53e38d7c1c563de0fadde9d7eda0fdafe8",
+                "sha256:47ac905af59379913c1f8f541098d2550153cf8dc58553cbe18c702b181518b0"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==0.5.13"
         },
         "nbconvert": {
             "hashes": [
-                "sha256:138381baa41d83584459b5cfecfc38c800ccf1f37d9ddd0bd440783346a4c39c",
-                "sha256:4a978548d8383f6b2cfca4a3b0543afb77bc7cb5a96e8b424337ab58c12da9bc"
+                "sha256:5e77d6203854944520105e38f2563a813a4a3708e8563aa598928a3b5ee1081a",
+                "sha256:8f23fbeabda4a500685d788ee091bf22cf34119304314304fb39f16e2fc32f37"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==5.5.0"
+            "index": "pypi",
+            "version": "==6.3.0"
         },
         "nbformat": {
             "hashes": [
@@ -516,31 +556,37 @@
         },
         "numpy": {
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+                "sha256:ffc6b1623d0f9affb351db4ca61f432dca3628a5ee015f9bf2bfbe9c6836881c"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==23.2.0"
+            "version": "==23.2.1"
         },
         "requests": {
             "hashes": [
@@ -861,11 +923,11 @@
         },
         "setuptools": {
             "hashes": [
-                "sha256:63f463b90ff5e0a1422010100268fd688e15c44ae0798659013c8412963e15e4",
-                "sha256:9b5d2cb8df48f005825654e0cb17217418317e4d996c035f0bca7cbaeb8acf51"
+                "sha256:7a2e7e95c3bf33f356b4c59aee7a6848585c4219dd3e941e43cc117888f210e4",
+                "sha256:c04a012ae3a1b2cc2aeed4893377b70ea61c6c143d0acceea16ec4b60de6e40d"
             ],
             "markers": "python_version >= '3.7'",
-            "version": "==64.0.0"
+            "version": "==65.0.1"
         },
         "six": {
             "hashes": [
@@ -885,10 +947,10 @@
         },
         "stack-data": {
             "hashes": [
-                "sha256:77bec1402dcd0987e9022326473fdbcc767304892a533ed8c29888dacb7dddbc",
-                "sha256:aa1d52d14d09c7a9a12bb740e6bdfffe0f5e8f4f9218d85e7c73a8c37f7ae38d"
+                "sha256:a90ae7e260f7d15aefeceb46f0a028d4ccb9eb8856475c53e341945342d41ea7",
+                "sha256:b94fed36d725cfabc6d09ed5886913e35eed9009766a1af1d5941b9da3a94aaa"
             ],
-            "version": "==0.3.0"
+            "version": "==0.4.0"
         },
         "terminado": {
             "hashes": [