Downgrade to python 3.11

.gitattributes

@@ -15,3 +15,7 @@
 
 # Do not try and merge these files
 poetry.lock         -diff
+*.ipynb             -diff
+
+# LFS
+models/**           filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -196,5 +196,4 @@ pyrightconfig.json
 # Custom
 data/
 cache/
-models/
 flagged/

.python-version

@@ -0,0 +1 @@
+3.11.9

Makefile

@@ -0,0 +1,20 @@
+#!/usr/bin/make -f
+
+default: install
+
+install:
+  @poetry install --only main
+  @poetry run spacy download en_core_web_sm
+
+install-dev:
+  @poetry self add poetry-plugin-export
+  @poetry install
+
+requirements:
+  @poetry export -f requirements.txt --output requirements.txt --without dev
+  @poetry export -f requirements.txt --output requirements-dev.txt
+
+lint:
+  @poetry run pre-commit run --all-files
+
+.PHONY: install install-dev requirements gradio lint run

README.md

@@ -1,5 +1,19 @@
-Sentiment Analysis
 ---
+title: Sentiment Analysis
+emoji: 🤗
+colorFrom: yellow
+colorTo: orange
+pinned: false
+sdk: gradio
+python_version: 3.11
+app_file: app.py
+datasets:
+  - mrshu/amazonreviews
+  - stanfordnlp/sentiment140
+  - stanfordnlp/imdb
+---
+
+# Sentiment Analysis
 
 ### Usage
 1. Clone the repository
@@ -9,8 +23,8 @@ Sentiment Analysis
 
 ### Datasets
 - [Sentiment140](https://www.kaggle.com/datasets/kazanova/sentiment140)
-- [IMDb](https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews)
 - [Amazon Reviews](https://www.kaggle.com/datasets/bittlingmayer/amazonreviews)
+- [IMDB](https://www.kaggle.com/datasets/lakshmi25npathi/imdb-dataset-of-50k-movie-reviews)
 
 ### Required tools
 - `just`

justfile

@@ -8,6 +8,7 @@
 
 @install:
   poetry install --only main
+  poetry run spacy download en_core_web_sm
 
 @install-dev:
   poetry self add poetry-plugin-export

pyproject.toml

@@ -3,15 +3,17 @@ name = "sentiment-analysis"
 package-mode = false
 
 [tool.poetry.dependencies]
-python = "^3.12"
-click = "^8.1.7"
+python = "^3.11"
 scikit-learn = "^1.4.2"
-gradio = "^4.31.0"
 colorama = "^0.4.6"
-nltk = "^3.8.1"
 pandas = "^2.2.2"
 numpy = "^1.26.4"
 seaborn = "^0.13.2"
+click = "^8.1.7"
+tensorflow = { extras = ["and-cuda"], version = "^2.16.1" }
+spacy = { extras = ["cuda12x"], version = "^3.7.4" }
+gradio = "^4.26.0"
+wordcloud = "^1.9.3"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.4.1"

requirements-dev.txt

@@ -1,10 +1,10 @@
-appnope==0.1.4 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Darwin" \
+appnope==0.1.4 ; python_version >= "3.11" and python_version < "4.0" and platform_system == "Darwin" \
     --hash=sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee \
     --hash=sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c
-asttokens==2.4.1 ; python_version >= "3.12" and python_version < "4.0" \
+asttokens==2.4.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24 \
     --hash=sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0
-cffi==1.16.0 ; python_version >= "3.12" and python_version < "4.0" and implementation_name == "pypy" \
+cffi==1.16.0 ; python_version >= "3.11" and python_version < "4.0" and implementation_name == "pypy" \
     --hash=sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc \
     --hash=sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a \
     --hash=sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417 \
@@ -57,16 +57,16 @@ cffi==1.16.0 ; python_version >= "3.12" and python_version < "4.0" and implement
     --hash=sha256:ee07e47c12890ef248766a6e55bd38ebfb2bb8edd4142d56db91b21ea68b7627 \
     --hash=sha256:fa3a0128b152627161ce47201262d3140edb5a5c3da88d73a1b790a959126956 \
     --hash=sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357
-cfgv==3.4.0 ; python_version >= "3.12" and python_version < "4.0" \
+cfgv==3.4.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9 \
     --hash=sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560
-colorama==0.4.6 ; python_version >= "3.12" and python_version < "4.0" and sys_platform == "win32" \
+colorama==0.4.6 ; python_version >= "3.11" and python_version < "4.0" and sys_platform == "win32" \
     --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \
     --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6
-comm==0.2.2 ; python_version >= "3.12" and python_version < "4.0" \
+comm==0.2.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:3fd7a84065306e07bea1773df6eb8282de51ba82f77c72f9c85716ab11fe980e \
     --hash=sha256:e6fb86cb70ff661ee8c9c14e7d36d6de3b4066f1441be4063df9c5009f0a64d3
-contourpy==1.2.1 ; python_version >= "3.12" and python_version < "4.0" \
+contourpy==1.2.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:00e5388f71c1a0610e6fe56b5c44ab7ba14165cdd6d695429c5cd94021e390b2 \
     --hash=sha256:10a37ae557aabf2509c79715cd20b62e4c7c28b8cd62dd7d99e5ed3ce28c3fd9 \
     --hash=sha256:11959f0ce4a6f7b76ec578576a0b61a28bdc0696194b6347ba3f1c53827178b9 \
@@ -111,10 +111,10 @@ contourpy==1.2.1 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:ef5adb9a3b1d0c645ff694f9bca7702ec2c70f4d734f9922ea34de02294fdf72 \
     --hash=sha256:f32c38afb74bd98ce26de7cc74a67b40afb7b05aae7b42924ea990d51e4dac02 \
     --hash=sha256:fe0ccca550bb8e5abc22f530ec0466136379c01321fd94f30a22231e8a48d985
-cycler==0.12.1 ; python_version >= "3.12" and python_version < "4.0" \
+cycler==0.12.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30 \
     --hash=sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c
-debugpy==1.8.1 ; python_version >= "3.12" and python_version < "4.0" \
+debugpy==1.8.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb \
     --hash=sha256:0de56aba8249c28a300bdb0672a9b94785074eb82eb672db66c8144fff673146 \
     --hash=sha256:1a9fe0829c2b854757b4fd0a338d93bc17249a3bf69ecf765c61d4c522bb92a8 \
@@ -137,92 +137,92 @@ debugpy==1.8.1 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:efd3fdd3f67a7e576dd869c184c5dd71d9aaa36ded271939da352880c012e703 \
     --hash=sha256:f696d6be15be87aef621917585f9bb94b1dc9e8aced570db1b8a6fc14e8f9b42 \
     --hash=sha256:fd97ed11a4c7f6d042d320ce03d83b20c3fb40da892f994bc041bbc415d7a099
-decorator==5.1.1 ; python_version >= "3.12" and python_version < "4.0" \
+decorator==5.1.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330 \
     --hash=sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186
-distlib==0.3.8 ; python_version >= "3.12" and python_version < "4.0" \
+distlib==0.3.8 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:034db59a0b96f8ca18035f36290806a9a6e6bd9d1ff91e45a7f172eb17e51784 \
     --hash=sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64
-executing==2.0.1 ; python_version >= "3.12" and python_version < "4.0" \
+executing==2.0.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:35afe2ce3affba8ee97f2d69927fa823b08b472b7b994e36a52a964b93d16147 \
     --hash=sha256:eac49ca94516ccc753f9fb5ce82603156e590b27525a8bc32cce8ae302eb61bc
-filelock==3.14.0 ; python_version >= "3.12" and python_version < "4.0" \
+filelock==3.14.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f \
     --hash=sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a
-fonttools==4.51.0 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:0118ef998a0699a96c7b28457f15546815015a2710a1b23a7bf6c1be60c01636 \
-    --hash=sha256:0d145976194a5242fdd22df18a1b451481a88071feadf251221af110ca8f00ce \
-    --hash=sha256:0e19bd9e9964a09cd2433a4b100ca7f34e34731e0758e13ba9a1ed6e5468cc0f \
-    --hash=sha256:0f08c901d3866a8905363619e3741c33f0a83a680d92a9f0e575985c2634fcc1 \
-    --hash=sha256:1250e818b5f8a679ad79660855528120a8f0288f8f30ec88b83db51515411fcc \
-    --hash=sha256:15c94eeef6b095831067f72c825eb0e2d48bb4cea0647c1b05c981ecba2bf39f \
-    --hash=sha256:1621ee57da887c17312acc4b0e7ac30d3a4fb0fec6174b2e3754a74c26bbed1e \
-    --hash=sha256:180194c7fe60c989bb627d7ed5011f2bef1c4d36ecf3ec64daec8302f1ae0716 \
-    --hash=sha256:278e50f6b003c6aed19bae2242b364e575bcb16304b53f2b64f6551b9c000e15 \
-    --hash=sha256:32b17504696f605e9e960647c5f64b35704782a502cc26a37b800b4d69ff3c77 \
-    --hash=sha256:3bee3f3bd9fa1d5ee616ccfd13b27ca605c2b4270e45715bd2883e9504735034 \
-    --hash=sha256:4060acc2bfa2d8e98117828a238889f13b6f69d59f4f2d5857eece5277b829ba \
-    --hash=sha256:54dcf21a2f2d06ded676e3c3f9f74b2bafded3a8ff12f0983160b13e9f2fb4a7 \
-    --hash=sha256:56fc244f2585d6c00b9bcc59e6593e646cf095a96fe68d62cd4da53dd1287b55 \
-    --hash=sha256:599bdb75e220241cedc6faebfafedd7670335d2e29620d207dd0378a4e9ccc5a \
-    --hash=sha256:5f6bc991d1610f5c3bbe997b0233cbc234b8e82fa99fc0b2932dc1ca5e5afec0 \
-    --hash=sha256:60a3409c9112aec02d5fb546f557bca6efa773dcb32ac147c6baf5f742e6258b \
-    --hash=sha256:68b3fb7775a923be73e739f92f7e8a72725fd333eab24834041365d2278c3671 \
-    --hash=sha256:76f1777d8b3386479ffb4a282e74318e730014d86ce60f016908d9801af9ca2a \
-    --hash=sha256:806e7912c32a657fa39d2d6eb1d3012d35f841387c8fc6cf349ed70b7c340039 \
-    --hash=sha256:84d7751f4468dd8cdd03ddada18b8b0857a5beec80bce9f435742abc9a851a74 \
-    --hash=sha256:865a58b6e60b0938874af0968cd0553bcd88e0b2cb6e588727117bd099eef836 \
-    --hash=sha256:8ac27f436e8af7779f0bb4d5425aa3535270494d3bc5459ed27de3f03151e4c2 \
-    --hash=sha256:8b4850fa2ef2cfbc1d1f689bc159ef0f45d8d83298c1425838095bf53ef46308 \
-    --hash=sha256:8b5ad456813d93b9c4b7ee55302208db2b45324315129d85275c01f5cb7e61a2 \
-    --hash=sha256:8e2f1a4499e3b5ee82c19b5ee57f0294673125c65b0a1ff3764ea1f9db2f9ef5 \
-    --hash=sha256:9696fe9f3f0c32e9a321d5268208a7cc9205a52f99b89479d1b035ed54c923f1 \
-    --hash=sha256:96a48e137c36be55e68845fc4284533bda2980f8d6f835e26bca79d7e2006438 \
-    --hash=sha256:a8feca65bab31479d795b0d16c9a9852902e3a3c0630678efb0b2b7941ea9c74 \
-    --hash=sha256:aefa011207ed36cd280babfaa8510b8176f1a77261833e895a9d96e57e44802f \
-    --hash=sha256:b2b92381f37b39ba2fc98c3a45a9d6383bfc9916a87d66ccb6553f7bdd129097 \
-    --hash=sha256:b3c61423f22165541b9403ee39874dcae84cd57a9078b82e1dce8cb06b07fa2e \
-    --hash=sha256:b5b48a1121117047d82695d276c2af2ee3a24ffe0f502ed581acc2673ecf1037 \
-    --hash=sha256:c18b49adc721a7d0b8dfe7c3130c89b8704baf599fb396396d07d4aa69b824a1 \
-    --hash=sha256:c5b8cab0c137ca229433570151b5c1fc6af212680b58b15abd797dcdd9dd5051 \
-    --hash=sha256:c7e91abdfae1b5c9e3a543f48ce96013f9a08c6c9668f1e6be0beabf0a569c1b \
-    --hash=sha256:cadf4e12a608ef1d13e039864f484c8a968840afa0258b0b843a0556497ea9ed \
-    --hash=sha256:dc0673361331566d7a663d7ce0f6fdcbfbdc1f59c6e3ed1165ad7202ca183c68 \
-    --hash=sha256:de7c29bdbdd35811f14493ffd2534b88f0ce1b9065316433b22d63ca1cd21f14 \
-    --hash=sha256:e9d9298be7a05bb4801f558522adbe2feea1b0b103d5294ebf24a92dd49b78e5 \
-    --hash=sha256:ee1af4be1c5afe4c96ca23badd368d8dc75f611887fb0c0dac9f71ee5d6f110e \
-    --hash=sha256:f7e89853d8bea103c8e3514b9f9dc86b5b4120afb4583b57eb10dfa5afbe0936
-identify==2.5.36 ; python_version >= "3.12" and python_version < "4.0" \
+fonttools==4.52.4 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:00d9abf4b400f98fb895566eb298f60432b4b29048e3dc02807427b09a06604e \
+    --hash=sha256:05e4291db6af66f466a203d9922e4c1d3e18ef16868f76f10b00e2c3b9814df2 \
+    --hash=sha256:15efb2ba4b8c2d012ee0bb7a850c2e4780c530cc83ec8e843b2a97f8b3a5fd4b \
+    --hash=sha256:1dc626de4b204d025d029e646bae8fdbf5acd9217158283a567f4b523fda3bae \
+    --hash=sha256:21921e5855c399d10ddfc373538b425cabcf8b3258720b51450909e108896450 \
+    --hash=sha256:309b617942041073ffa96090d320b99d75648ed16e0c67fb1aa7788e06c834de \
+    --hash=sha256:346d08ff92e577b2dc5a0c228487667d23fe2da35a8b9a8bba22c2b6ba8be21c \
+    --hash=sha256:35af630404223273f1d7acd4761f399131c62820366f53eac029337069f5826a \
+    --hash=sha256:46cc5d06ee05fd239c45d7935aaffd060ee773a88b97e901df50478247472643 \
+    --hash=sha256:4b0b9eb0f55dce9c7278ad4175f1cbaed23b799dce5ecc20e3213da241584140 \
+    --hash=sha256:4b419207e53db1599b3d385afd4bca6692c219d53732890d0814a2593104d0e2 \
+    --hash=sha256:4c3ad89204c2d7f419436f1d6fde681b070c5e20b888beb57ccf92f640628cc9 \
+    --hash=sha256:52f6001814ec5e0c961cabe89642f7e8d7e07892b565057aa526569b9ebb711c \
+    --hash=sha256:5ecb88318ff249bd2a715e7aec36774ce7ae3441128007ef72a39a60601f4a8f \
+    --hash=sha256:70d87f2099006304d33438bdaa5101953b7e22e23a93b1c7b7ed0f32ff44b423 \
+    --hash=sha256:73ba38b98c012957940a04d9eb5439b42565ac892bba8cfc32e10d88e73921fe \
+    --hash=sha256:7467161f1eed557dbcec152d5ee95540200b1935709fa73307da16bc0b7ca361 \
+    --hash=sha256:7dccf4666f716e5e0753f0fa28dad2f4431154c87747bc781c838b8a5dca990e \
+    --hash=sha256:859399b7adc8ac067be8e5c80ef4bb2faddff97e9b40896a9de75606a43d0469 \
+    --hash=sha256:8873d6edd1dae5c088dd3d61c9fd4dd80c827c486fa224d368233e7f33dc98af \
+    --hash=sha256:890e7a657574610330e42dd1e38d3b9e0a8cb0eff3da080f80995460a256d3dd \
+    --hash=sha256:89b53386214197bd5b3e3c753895bad691de84726ced3c222a59cde1dd12d57b \
+    --hash=sha256:8b186cd6b8844f6cf04a7e0a174bc3649d3deddbfc10dc59846a4381f796d348 \
+    --hash=sha256:9180775c9535389a665cae7c5282f8e07754beabf59b66aeba7f6bfeb32a3652 \
+    --hash=sha256:95e8a5975d08d0b624a14eec0f987e204ad81b480e24c5436af99170054434b8 \
+    --hash=sha256:9725687db3c1cef13c0f40b380c3c15bea0113f4d0231b204d58edd5f2a53d90 \
+    --hash=sha256:9a5d1b0475050056d2e3bc378014f2ea2230e8ae434eeac8dfb182aa8efaf642 \
+    --hash=sha256:9ed23a03b7d9f0e29ca0679eafe5152aeccb0580312a3fc36f0662e178b4791b \
+    --hash=sha256:a4daf2751a98c69d9620717826ed6c5743b662ef0ae7bb33dc6c205425e48eba \
+    --hash=sha256:a64e72d2c144630e017ac9c1c416ddf8ac43bef9a083bf81fe08c0695f0baa95 \
+    --hash=sha256:a791f002d1b717268235cfae7e4957b7fd132e92e2c5400e521bf191f1b3a9a5 \
+    --hash=sha256:b4cba644e2515d685d4ee3ca2fbb5d53930a0e9ec2cf332ed704dc341b145878 \
+    --hash=sha256:b9a22cf1adaae7b2ba2ed7d8651a4193a4f348744925b4b740e6b38a94599c5b \
+    --hash=sha256:bb7d206fa5ba6e082ba5d5e1b7107731029fc3a55c71c48de65121710d817986 \
+    --hash=sha256:cf694159528022daa71b1777cb6ec9e0ebbdd29859f3e9c845826cafaef4ca29 \
+    --hash=sha256:d0184aa88865339d96f7f452e8c5b621186ef7638744d78bf9b775d67e206819 \
+    --hash=sha256:d272c7e173c3085308345ccc7fb2ad6ce7f415d777791dd6ce4e8140e354d09c \
+    --hash=sha256:d2cc7906bc0afdd2689aaf88b910307333b1f936262d1d98f25dbf8a5eb2e829 \
+    --hash=sha256:e03dae26084bb3632b4a77b1cd0419159d2226911aff6dc4c7e3058df68648c6 \
+    --hash=sha256:e176249292eccd89f81d39f514f2b5e8c75dfc9cef8653bdc3021d06697e9eff \
+    --hash=sha256:ebb183ed8b789cece0bd6363121913fb6da4034af89a2fa5408e42a1592889a8 \
+    --hash=sha256:fb8cd6559f0ae3a8f5e146f80ab2a90ad0325a759be8d48ee82758a0b89fa0aa
+identify==2.5.36 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:37d93f380f4de590500d9dba7db359d0d3da95ffe7f9de1753faa159e71e7dfa \
     --hash=sha256:e5e00f54165f9047fbebeb4a560f9acfb8af4c88232be60a488e9b68d122745d
-ipykernel==6.29.4 ; python_version >= "3.12" and python_version < "4.0" \
+ipykernel==6.29.4 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:1181e653d95c6808039c509ef8e67c4126b3b3af7781496c7cbfb5ed938a27da \
     --hash=sha256:3d44070060f9475ac2092b760123fadf105d2e2493c24848b6691a7c4f42af5c
-ipympl==0.9.4 ; python_version >= "3.12" and python_version < "4.0" \
+ipympl==0.9.4 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:5b0c08c6f4f6ea655ba58239363457c10fb921557f5038c1a46db4457d6d6b0e \
     --hash=sha256:cfb53c5b4fcbcee6d18f095eecfc6c6c474303d5b744e72cc66e7a2804708907
-ipython-genutils==0.2.0 ; python_version >= "3.12" and python_version < "4.0" \
+ipython-genutils==0.2.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8 \
     --hash=sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8
-ipython==8.24.0 ; python_version >= "3.12" and python_version < "4.0" \
+ipython==8.24.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:010db3f8a728a578bb641fdd06c063b9fb8e96a9464c63aec6310fbcb5e80501 \
     --hash=sha256:d7bf2f6c4314984e3e02393213bab8703cf163ede39672ce5918c51fe253a2a3
-ipywidgets==8.1.2 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:bbe43850d79fb5e906b14801d6c01402857996864d1e5b6fa62dd2ee35559f60 \
-    --hash=sha256:d0b9b41e49bae926a866e613a39b0f0097745d2b9f1f3dd406641b4a57ec42c9
-jedi==0.19.1 ; python_version >= "3.12" and python_version < "4.0" \
+ipywidgets==8.1.3 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:efafd18f7a142248f7cb0ba890a68b96abd4d6e88ddbda483c9130d12667eaf2 \
+    --hash=sha256:f5f9eeaae082b1823ce9eac2575272952f40d748893972956dc09700a6392d9c
+jedi==0.19.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:cf0496f3651bc65d7174ac1b7d043eff454892c708a87d1b683e57b569927ffd \
     --hash=sha256:e983c654fe5c02867aef4cdfce5a2fbb4a50adc0af145f70504238f18ef5e7e0
-jupyter-client==8.6.1 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:3b7bd22f058434e3b9a7ea4b1500ed47de2713872288c0d511d19926f99b459f \
-    --hash=sha256:e842515e2bab8e19186d89fdfea7abd15e39dd581f94e399f00e2af5a1652d3f
-jupyter-core==5.7.2 ; python_version >= "3.12" and python_version < "4.0" \
+jupyter-client==8.6.2 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:2bda14d55ee5ba58552a8c53ae43d215ad9868853489213f37da060ced54d8df \
+    --hash=sha256:50cbc5c66fd1b8f65ecb66bc490ab73217993632809b6e505687de18e9dea39f
+jupyter-core==5.7.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:4f7315d2f6b4bcf2e3e7cb6e46772eba760ae459cd1f59d29eb57b0a01bd7409 \
     --hash=sha256:aa5f8d32bbf6b431ac830496da7392035d6f61b4f54872f15c4bd2a9c3f536d9
-jupyterlab-widgets==3.0.10 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:04f2ac04976727e4f9d0fa91cdc2f1ab860f965e504c29dbd6a65c882c9d04c0 \
-    --hash=sha256:dd61f3ae7a5a7f80299e14585ce6cf3d6925a96c9103c978eda293197730cb64
-kiwisolver==1.4.5 ; python_version >= "3.12" and python_version < "4.0" \
+jupyterlab-widgets==3.0.11 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:78287fd86d20744ace330a61625024cf5521e1c012a352ddc0a3cdc2348becd0 \
+    --hash=sha256:dd5ac679593c969af29c9bed054c24f26842baa51352114736756bc035deee27
+kiwisolver==1.4.5 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:00bd361b903dc4bbf4eb165f24d1acbee754fce22ded24c3d56eec268658a5cf \
     --hash=sha256:040c1aebeda72197ef477a906782b5ab0d387642e93bda547336b8957c61022e \
     --hash=sha256:05703cf211d585109fcd72207a31bb170a0f22144d68298dc5e61b3c946518af \
@@ -327,10 +327,10 @@ kiwisolver==1.4.5 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:fcc700eadbbccbf6bc1bcb9dbe0786b4b1cb91ca0dcda336eef5c2beed37b797 \
     --hash=sha256:fd32ea360bcbb92d28933fc05ed09bffcb1704ba3fc7942e81db0fd4f81a7892 \
     --hash=sha256:fdb7adb641a0d13bdcd4ef48e062363d8a9ad4a182ac7647ec88f695e719ae9f
-matplotlib-inline==0.1.7 ; python_version >= "3.12" and python_version < "4.0" \
+matplotlib-inline==0.1.7 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90 \
     --hash=sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca
-matplotlib==3.9.0 ; python_version >= "3.12" and python_version < "4.0" \
+matplotlib==3.9.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:063af8587fceeac13b0936c42a2b6c732c2ab1c98d38abc3337e430e1ff75e38 \
     --hash=sha256:06a478f0d67636554fa78558cfbcd7b9dba85b51f5c3b5a0c9be49010cf5f321 \
     --hash=sha256:0a490715b3b9984fa609116481b22178348c1a220a4499cda79132000a79b4db \
@@ -360,13 +360,13 @@ matplotlib==3.9.0 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:e6d29ea6c19e34b30fb7d88b7081f869a03014f66fe06d62cc77d5a6ea88ed7a \
     --hash=sha256:eaf3978060a106fab40c328778b148f590e27f6fa3cd15a19d6892575bce387d \
     --hash=sha256:fe428e191ea016bb278758c8ee82a8129c51d81d8c4bc0846c09e7e8e9057241
-nest-asyncio==1.6.0 ; python_version >= "3.12" and python_version < "4.0" \
+nest-asyncio==1.6.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe \
     --hash=sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c
-nodeenv==1.8.0 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:d51e0c37e64fbf47d017feac3145cdbb58836d7eee8c6f6d3b6880c5456227d2 \
-    --hash=sha256:df865724bb3c3adc86b3876fa209771517b0cfe596beff01a92700e0e8be4cec
-numpy==1.26.4 ; python_version >= "3.12" and python_version < "4.0" \
+nodeenv==1.9.0 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:07f144e90dae547bf0d4ee8da0ee42664a42a04e02ed68e06324348dafe4bdb1 \
+    --hash=sha256:508ecec98f9f3330b636d4448c0f1a56fc68017c68f1e7857ebc52acf0eb879a
+numpy==1.26.4 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:03a8c78d01d9781b28a6989f6fa1bb2c4f2d51201cf99d3dd875df6fbd96b23b \
     --hash=sha256:08beddf13648eb95f8d867350f6a018a4be2e5ad54c8d8caed89ebca558b2818 \
     --hash=sha256:1af303d6b2210eb850fcf03064d364652b7120803a0b872f5211f5234b399f20 \
@@ -403,16 +403,16 @@ numpy==1.26.4 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:edd8b5fe47dab091176d21bb6de568acdd906d1887a4584a15a9a96a1dca06ef \
     --hash=sha256:f870204a840a60da0b12273ef34f7051e98c3b5961b61b0c2c1be6dfd64fbcd3 \
     --hash=sha256:ffa75af20b44f8dba823498024771d5ac50620e6915abac414251bd971b4529f
-packaging==24.0 ; python_version >= "3.12" and python_version < "4.0" \
+packaging==24.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:2ddfb553fdf02fb784c234c7ba6ccc288296ceabec964ad2eae3777778130bc5 \
     --hash=sha256:eb82c5e3e56209074766e6885bb04b8c38a0c015d0a30036ebe7ece34c9989e9
-parso==0.8.4 ; python_version >= "3.12" and python_version < "4.0" \
+parso==0.8.4 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:a418670a20291dacd2dddc80c377c5c3791378ee1e8d12bffc35420643d43f18 \
     --hash=sha256:eb3a7b58240fb99099a345571deecc0f9540ea5f4dd2fe14c2a99d6b281ab92d
-pexpect==4.9.0 ; python_version >= "3.12" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten") \
+pexpect==4.9.0 ; python_version >= "3.11" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten") \
     --hash=sha256:7236d1e080e4936be2dc3e326cec0af72acf9212a7e1d060210e70a47e253523 \
     --hash=sha256:ee7d41123f3c9911050ea2c2dac107568dc43b2d3b0c7557a33212c398ead30f
-pillow==10.3.0 ; python_version >= "3.12" and python_version < "4.0" \
+pillow==10.3.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:048ad577748b9fa4a99a0548c64f2cb8d672d5bf2e643a739ac8faff1164238c \
     --hash=sha256:048eeade4c33fdf7e08da40ef402e748df113fd0b4584e32c4af74fe78baaeb2 \
     --hash=sha256:0ba26351b137ca4e0db0342d5d00d2e355eb29372c05afd544ebf47c0956ffeb \
@@ -482,16 +482,16 @@ pillow==10.3.0 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:f0d0591a0aeaefdaf9a5e545e7485f89910c977087e7de2b6c388aec32011e9f \
     --hash=sha256:fdcbb4068117dfd9ce0138d068ac512843c52295ed996ae6dd1faf537b6dbc27 \
     --hash=sha256:ff61bfd9253c3915e6d41c651d5f962da23eda633cf02262990094a18a55371a
-platformdirs==4.2.2 ; python_version >= "3.12" and python_version < "4.0" \
+platformdirs==4.2.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:2d7a1657e36a80ea911db832a8a6ece5ee53d8de21edd5cc5879af6530b1bfee \
     --hash=sha256:38b7b51f512eed9e84a22788b4bce1de17c0adb134d6becb09836e37d8654cd3
-pre-commit==3.7.1 ; python_version >= "3.12" and python_version < "4.0" \
+pre-commit==3.7.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:8ca3ad567bc78a4972a3f1a477e94a79d4597e8140a6e0b651c5e33899c3654a \
     --hash=sha256:fae36fd1d7ad7d6a5a1c0b0d5adb2ed1a3bda5a21bf6c3e5372073d7a11cd4c5
-prompt-toolkit==3.0.43 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:3527b7af26106cbc65a040bcc84839a3566ec1b051bb0bfe953631e704b0ff7d \
-    --hash=sha256:a11a29cb3bf0a28a387fe5122cdb649816a957cd9261dcedf8c9f1fef33eacf6
-psutil==5.9.8 ; python_version >= "3.12" and python_version < "4.0" \
+prompt-toolkit==3.0.45 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:07c60ee4ab7b7e90824b61afa840c8f5aad2d46b3e2e10acc33d8ecc94a49089 \
+    --hash=sha256:a29b89160e494e3ea8622b09fa5897610b437884dcdcd054fdc1308883326c2a
+psutil==5.9.8 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:02615ed8c5ea222323408ceba16c60e99c3f91639b07da6373fb7e6539abc56d \
     --hash=sha256:05806de88103b25903dff19bb6692bd2e714ccf9e668d050d144012055cbca73 \
     --hash=sha256:26bd09967ae00920df88e0352a91cff1a78f8d69b3ecabbfe733610c0af486c8 \
@@ -508,25 +508,25 @@ psutil==5.9.8 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:bd1184ceb3f87651a67b2708d4c3338e9b10c5df903f2e3776b62303b26cb631 \
     --hash=sha256:d06016f7f8625a1825ba3732081d77c94589dca78b7a3fc072194851e88461a4 \
     --hash=sha256:d16bbddf0693323b8c6123dd804100241da461e41d6e332fb0ba6058f630f8c8
-ptyprocess==0.7.0 ; python_version >= "3.12" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten") \
+ptyprocess==0.7.0 ; python_version >= "3.11" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten") \
     --hash=sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35 \
     --hash=sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220
-pure-eval==0.2.2 ; python_version >= "3.12" and python_version < "4.0" \
+pure-eval==0.2.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:01eaab343580944bc56080ebe0a674b39ec44a945e6d09ba7db3cb8cec289350 \
     --hash=sha256:2b45320af6dfaa1750f543d714b6d1c520a1688dec6fd24d339063ce0aaa9ac3
-pycparser==2.22 ; python_version >= "3.12" and python_version < "4.0" and implementation_name == "pypy" \
+pycparser==2.22 ; python_version >= "3.11" and python_version < "4.0" and implementation_name == "pypy" \
     --hash=sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6 \
     --hash=sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc
-pygments==2.18.0 ; python_version >= "3.12" and python_version < "4.0" \
+pygments==2.18.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:786ff802f32e91311bff3889f6e9a86e81505fe99f2735bb6d60ae0c5004f199 \
     --hash=sha256:b8e6aca0523f3ab76fee51799c488e38782ac06eafcf95e7ba832985c8e7b13a
-pyparsing==3.1.2 ; python_version >= "3.12" and python_version < "4.0" \
+pyparsing==3.1.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:a1bac0ce561155ecc3ed78ca94d3c9378656ad4c94c1270de543f621420f94ad \
     --hash=sha256:f9db75911801ed778fe61bb643079ff86601aca99fcae6345aa67292038fb742
-python-dateutil==2.9.0.post0 ; python_version >= "3.12" and python_version < "4.0" \
+python-dateutil==2.9.0.post0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \
     --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427
-pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.12" and python_version < "4.0" \
+pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:06d3420a5155ba65f0b72f2699b5bacf3109f36acbe8923765c22938a69dfc8d \
     --hash=sha256:1c73ea9a0d2283d889001998059f5eaaba3b6238f767c9cf2833b13e6a685f65 \
     --hash=sha256:37257794c1ad39ee9be652da0462dc2e394c8159dfd913a8a4e8eb6fd346da0e \
@@ -541,7 +541,7 @@ pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "Py
     --hash=sha256:e4c092e2589b5cf0d365849e73e02c391c1349958c5ac3e9d5ccb9a28e017b3a \
     --hash=sha256:e65028133d15b64d2ed8f06dd9fbc268352478d4f9289e69c190ecd6818b6407 \
     --hash=sha256:e8ac1ae3601bee6ca9f7cb4b5363bf1c0badb935ef243c4733ff9a393b1690c0
-pyyaml==6.0.1 ; python_version >= "3.12" and python_version < "4.0" \
+pyyaml==6.0.1 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:04ac92ad1925b2cff1db0cfebffb6ffc43457495c9b3c39d3fcae417d7125dc5 \
     --hash=sha256:062582fca9fabdd2c8b54a3ef1c978d786e0f6b3a1510e0ac93ef59e0ddae2bc \
     --hash=sha256:0d3304d8c0adc42be59c5f8a4d9e3d7379e6955ad754aa9d6ab7a398b59dd1df \
@@ -593,7 +593,7 @@ pyyaml==6.0.1 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:fca0e3a251908a499833aa292323f32437106001d436eca0e6e7833256674585 \
     --hash=sha256:fd1592b3fdf65fff2ad0004b5e363300ef59ced41c2e6b3a99d4089fa8c5435d \
     --hash=sha256:fd66fc5d0da6d9815ba2cebeb4205f95818ff4b79c3ebe268e75d961704af52f
-pyzmq==26.0.3 ; python_version >= "3.12" and python_version < "4.0" \
+pyzmq==26.0.3 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:01fbfbeb8249a68d257f601deb50c70c929dc2dfe683b754659569e502fbd3aa \
     --hash=sha256:0270b49b6847f0d106d64b5086e9ad5dc8a902413b5dbbb15d12b60f9c1747a4 \
     --hash=sha256:03c0ae165e700364b266876d712acb1ac02693acd920afa67da2ebb91a0b3c09 \
@@ -682,34 +682,31 @@ pyzmq==26.0.3 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:f4b6cecbbf3b7380f3b61de3a7b93cb721125dc125c854c14ddc91225ba52f83 \
     --hash=sha256:f6b1d1c631e5940cac5a0b22c5379c86e8df6a4ec277c7a856b714021ab6cfad \
     --hash=sha256:f6c21c00478a7bea93caaaef9e7629145d4153b15a8653e8bb4609d4bc70dbfc
-ruff==0.4.4 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:1aecced1269481ef2894cc495647392a34b0bf3e28ff53ed95a385b13aa45768 \
-    --hash=sha256:29d44ef5bb6a08e235c8249294fa8d431adc1426bfda99ed493119e6f9ea1bf6 \
-    --hash=sha256:39df0537b47d3b597293edbb95baf54ff5b49589eb7ff41926d8243caa995ea6 \
-    --hash=sha256:424e5b72597482543b684c11def82669cc6b395aa8cc69acc1858b5ef3e5daae \
-    --hash=sha256:4c8e2f1e8fc12d07ab521a9005d68a969e167b589cbcaee354cb61e9d9de9c15 \
-    --hash=sha256:60ed88b636a463214905c002fa3eaab19795679ed55529f91e488db3fe8976ab \
-    --hash=sha256:8e7e6ebc10ef16dcdc77fd5557ee60647512b400e4a60bdc4849468f076f6eef \
-    --hash=sha256:958b4ea5589706a81065e2a776237de2ecc3e763342e5cc8e02a4a4d8a5e6f95 \
-    --hash=sha256:9da73eb616b3241a307b837f32756dc20a0b07e2bcb694fec73699c93d04a69e \
-    --hash=sha256:b1867ee9bf3acc21778dcb293db504692eda5f7a11a6e6cc40890182a9f9e595 \
-    --hash=sha256:b5eb0a4bfd6400b7d07c09a7725e1a98c3b838be557fee229ac0f84d9aa49c36 \
-    --hash=sha256:b90fc5e170fc71c712cc4d9ab0e24ea505c6a9e4ebf346787a67e691dfb72e85 \
-    --hash=sha256:b9ddb2c494fb79fc208cd15ffe08f32b7682519e067413dbaf5f4b01a6087bcd \
-    --hash=sha256:c4efe62b5bbb24178c950732ddd40712b878a9b96b1d02b0ff0b08a090cbd891 \
-    --hash=sha256:c51c928a14f9f0a871082603e25a1588059b7e08a920f2f9fa7157b5bf08cfe9 \
-    --hash=sha256:cb53473849f011bca6e754f2cdf47cafc9c4f4ff4570003a0dad0b9b6890e876 \
-    --hash=sha256:f87ea42d5cdebdc6a69761a9d0bc83ae9b3b30d0ad78952005ba6568d6c022af
-setuptools==69.5.1 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:6c1fccdac05a97e598fb0ae3bbed5904ccb317337a51139dcd51453611bbb987 \
-    --hash=sha256:c636ac361bc47580504644275c9ad802c50415c7522212252c033bd15f301f32
-six==1.16.0 ; python_version >= "3.12" and python_version < "4.0" \
+ruff==0.4.6 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:04a80acfc862e0e1630c8b738e70dcca03f350bad9e106968a8108379e12b31f \
+    --hash=sha256:0cf5cc02d3ae52dfb0c8a946eb7a1d6ffe4d91846ffc8ce388baa8f627e3bd50 \
+    --hash=sha256:1fa8561489fadf483ffbb091ea94b9c39a00ed63efacd426aae2f197a45e67fc \
+    --hash=sha256:1ff930d6e05f444090a0139e4e13e1e2e1f02bd51bb4547734823c760c621e79 \
+    --hash=sha256:3a6a0a4f4b5f54fff7c860010ab3dd81425445e37d35701a965c0248819dde7a \
+    --hash=sha256:3f9ced5cbb7510fd7525448eeb204e0a22cabb6e99a3cb160272262817d49786 \
+    --hash=sha256:4d5b914818d8047270308fe3e85d9d7f4a31ec86c6475c9f418fbd1624d198e0 \
+    --hash=sha256:4f02284335c766678778475e7698b7ab83abaf2f9ff0554a07b6f28df3b5c259 \
+    --hash=sha256:602ebd7ad909eab6e7da65d3c091547781bb06f5f826974a53dbe563d357e53c \
+    --hash=sha256:735a16407a1a8f58e4c5b913ad6102722e80b562dd17acb88887685ff6f20cf6 \
+    --hash=sha256:9018bf59b3aa8ad4fba2b1dc0299a6e4e60a4c3bc62bbeaea222679865453062 \
+    --hash=sha256:a769ae07ac74ff1a019d6bd529426427c3e30d75bdf1e08bb3d46ac8f417326a \
+    --hash=sha256:a797a87da50603f71e6d0765282098245aca6e3b94b7c17473115167d8dfb0b7 \
+    --hash=sha256:be47700ecb004dfa3fd4dcdddf7322d4e632de3c06cd05329d69c45c0280e618 \
+    --hash=sha256:ea3424793c29906407e3cf417f28fc33f689dacbbadfb52b7e9a809dd535dcef \
+    --hash=sha256:ef995583a038cd4a7edf1422c9e19118e2511b8ba0b015861b4abd26ec5367c5 \
+    --hash=sha256:f13410aabd3b5776f9c5699f42b37a3a348d65498c4310589bc6e5c548dc8a2f
+six==1.16.0 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926 \
     --hash=sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254
-stack-data==0.6.3 ; python_version >= "3.12" and python_version < "4.0" \
+stack-data==0.6.3 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:836a778de4fec4dcd1dcd89ed8abff8a221f58308462e1c4aa2a3cf30148f0b9 \
     --hash=sha256:d5558e0c25a4cb0853cddad3d77da9891a08cb85dd9f9f91b9f8cd66e511e695
-tornado==6.4 ; python_version >= "3.12" and python_version < "4.0" \
+tornado==6.4 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0 \
     --hash=sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63 \
     --hash=sha256:27787de946a9cffd63ce5814c33f734c627a87072ec7eed71f7fc4417bb16263 \
@@ -721,15 +718,18 @@ tornado==6.4 ; python_version >= "3.12" and python_version < "4.0" \
     --hash=sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212 \
     --hash=sha256:f7894c581ecdcf91666a0912f18ce5e757213999e183ebfc2c3fdbf4d5bd764e \
     --hash=sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2
-traitlets==5.14.3 ; python_version >= "3.12" and python_version < "4.0" \
+traitlets==5.14.3 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7 \
     --hash=sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f
-virtualenv==20.26.2 ; python_version >= "3.12" and python_version < "4.0" \
+typing-extensions==4.12.0 ; python_version >= "3.11" and python_version < "3.12" \
+    --hash=sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8 \
+    --hash=sha256:b349c66bea9016ac22978d800cfff206d5f9816951f12a7d0ec5578b0a819594
+virtualenv==20.26.2 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:82bf0f4eebbb78d36ddaee0283d43fe5736b53880b8a8cdcd37390a07ac3741c \
     --hash=sha256:a624db5e94f01ad993d476b9ee5346fdf7b9de43ccaee0e0197012dc838a0e9b
-wcwidth==0.2.13 ; python_version >= "3.12" and python_version < "4.0" \
+wcwidth==0.2.13 ; python_version >= "3.11" and python_version < "4.0" \
     --hash=sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859 \
     --hash=sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5
-widgetsnbextension==4.0.10 ; python_version >= "3.12" and python_version < "4.0" \
-    --hash=sha256:64196c5ff3b9a9183a8e699a4227fb0b7002f252c814098e66c4d1cd0644688f \
-    --hash=sha256:d37c3724ec32d8c48400a435ecfa7d3e259995201fbefa37163124a9fcb393cc
+widgetsnbextension==4.0.11 ; python_version >= "3.11" and python_version < "4.0" \
+    --hash=sha256:55d4d6949d100e0d08b94948a42efc3ed6dfdc0e9468b2c4b128c9a2ce3a7a36 \
+    --hash=sha256:8b22a8f1910bfd188e596fe7fc05dcbd87e810c8a4ba010bdb3da86637398474

style.css

@@ -1,3 +0,0 @@
-.justify-between {
-  justify-content: space-between;
-}