From b7e783564a542353dd4ab746962d8c56c484adfb Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 16 Jun 2022 23:44:35 +0000
Subject: [PATCH] Bump notebook from 6.0.2 to 6.4.12

Bumps [notebook](http://jupyter.org) from 6.0.2 to 6.4.12.

---
updated-dependencies:
- dependency-name: notebook
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 Pipfile.lock     | 1938 ++++++++++++++++++++++++++--------------------
 requirements.txt |  141 ++--
 2 files changed, 1150 insertions(+), 929 deletions(-)

diff --git a/Pipfile.lock b/Pipfile.lock
index 541b9a9..0dc2203 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -24,47 +24,35 @@
             "index": "pypi",
             "version": "==3.2.0"
         },
-        "astroid": {
-            "hashes": [
-                "sha256:71ea07f44df9568a75d0f354c49143a4575d90645e9fead6dfb52c26a85ed13a",
-                "sha256:840947ebfa8b58f318d42301cf8c0a20fd794a33b61cc4638e28e9e61ba32f42"
-            ],
-            "version": "==2.3.3"
-        },
         "astropy": {
             "hashes": [
-                "sha256:03de1a963b7f0efba367db88529946c6fab54caca3eb9448337f6b6c8e139c48",
-                "sha256:09ae780bc7e330af2394b04a43ee6fecb6c12887c62c067ee3d411dd62cc0c34",
-                "sha256:0c2126668ae586cbbc8114e205f11cabf77c17cf77c9f5a98e79d9233cf809d5",
-                "sha256:12feff9d55bb2e9aaf9b5724acac146244b8defc448e59d734a61a8bedb10bb8",
-                "sha256:24595c4d45d088c74ebd5c57837a847c3dbe3a70b2940b045f95fd0382dc8237",
-                "sha256:2b6ed8d7d4043587af62a55783f58d0d62e0e8217749c4cff721e727635dfa96",
-                "sha256:2e427628c784fd76712cf717591ff94beb9c0d31e54f29b293d5a8111cd43c97",
-                "sha256:395523140c8f117d6625339677b7af8c1ff5b37d78f60f0a8a94c13d8f3a6e69",
-                "sha256:404200e0baa84de09ac563ad9ccab3817e9b9669d0025cee74a8752f4bc2771b",
-                "sha256:472d2f8b89dd486fa4912c6885191b1774b49ed566070cdf05920487d366a181",
-                "sha256:5d0615fdc11ab3446db7e1e8acb8400cbf5e7f5da6208a317de81f96f8a31402",
-                "sha256:a973eaeb4667a391bc6f52ddc18ac4ea7d93af3a8cf31a9f5987abcde1f4241b",
-                "sha256:b48ff0af8b784db295aae9d21b73d898d0f2f888868d8f68f0ecb08a7438a3ec",
-                "sha256:ba866b243c47f1a34efe43b8e6d0e8d2630353399530e1267135d00068526283",
-                "sha256:c7ab6aa080085cd0f5ed8b2734240234dd72a712c706f9de7e248b899e2ed76d",
-                "sha256:e0b3e1bcb6848c9587734c8c1abcc3b7d5ae6239081ee7e49440b2f83f2de9c8"
-            ],
-            "version": "==4.0"
+                "sha256:0b4576d9bc2ab8359f2c4b87d0496c5ad768c7a14d1b16dc634ec24d22147c79",
+                "sha256:26f8dce66d3de8aa761508d76b99627ed745d99ec7c5e10289566c2082fa7dc3",
+                "sha256:2d3951223b4eb7f368fcad8c8340d27374c5d8e3b635a636275acdb38f35cd51",
+                "sha256:34992c0ac1da577d7a1b13171cd8097cdb4544f09687bbd27e433806d3fd2e9f",
+                "sha256:434ab46e85f5406acc9f2d2084e5e36890abeaf615c8aa71178e835134b64726",
+                "sha256:4b0ff70baee2a2c768cfc5f7966a371fa0741c93a7283d7e99d6a668f2606851",
+                "sha256:6a5fb4ce4c964f02d7ac2b755f80f5210157a413cbfcdccbc25ad6e7586c258f",
+                "sha256:98bba44f60bb3584b3ad24d1ffad1763138d4d18fc7ca31921732d2449419dd9",
+                "sha256:9a01cc7b9d50f265d5d77e1f7206cda22c62720f5bed63158ee56440708848ea",
+                "sha256:9e5613e897cb6da64330c5969981f576385491ff5ea61435218117d717a71ff2",
+                "sha256:a0764d7f68034c584dda8d1c9cc4357ade05cec4c1134db43bce804fcf656ff1",
+                "sha256:aae1e9e6b2c7811070e4a3373c54eac603f882dc381a796b981a25c02e7fafe2",
+                "sha256:bcedff7bad0fbc70209751e8eb98eec7c0bd3f0e202f4ee7ff65b8ddf19d5e53",
+                "sha256:beddc4a365d696214e13ff9aa9362d418ecc112f1dba6338f8ac4218fe475e25",
+                "sha256:ce1095e385ec74c655866eacd1853535fbc2dd2c42a8188503fe9a68b8a98ea0",
+                "sha256:dcb6d7e6631d92d5d15b7ae4e0a994829609b09a4e3af2055995187edb8989e3"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.3.1"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
-            ],
-            "version": "==19.3.0"
-        },
-        "bleach": {
-            "hashes": [
-                "sha256:213336e49e102af26d9cde77dd2d0397afabc5a6bf2fed985dc35b5d1e285a16",
-                "sha256:3fdf7f77adcf649c9911387df51254b813185e32b2c6619f690b593a617e19fa"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
-            "version": "==3.1.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.4.0"
         },
         "blis": {
             "hashes": [
@@ -89,82 +77,83 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:84c85a9078b11105f04f3036a9482ae10e4621616db313fe045dd24743a0820d",
+                "sha256:fe86415d55e84719d75f8b69414f6438ac3547d2078ab91b67e779ef69378412"
             ],
-            "version": "==2019.11.28"
+            "markers": "python_version >= '3.6'",
+            "version": "==2022.6.15"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597",
+                "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3.5'",
+            "version": "==2.0.12"
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "version": "==7.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
         },
         "colorama": {
             "hashes": [
-                "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff",
-                "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"
+                "sha256:854bf444933e37f5824ae7bfc1e98d5bce2ebe4160d46b5edf346a89358e99da",
+                "sha256:e6c6b4334fc50988a639d9b98aa429a0b57da6e17b9a44f0451f930b6967b7a4"
             ],
-            "version": "==0.4.3"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==0.4.5"
         },
         "confuse": {
             "hashes": [
-                "sha256:5977c6a876b179f8c86ecaf530cc24bf00baaad028c3350b502ee6949536188c"
+                "sha256:c9fe8474516a62397f8e52fcf89547bb2f2737b1a4a6f6dec11a286f0b3a7401",
+                "sha256:f002a733b3a4c16f73a094fcca3c80715b66e0ec08000983dc755267e2bd069f"
             ],
-            "version": "==1.0.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'",
+            "version": "==1.7.0"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "cymem": {
             "hashes": [
-                "sha256:5083b2ab5fe13ced094a82e0df465e2dbbd9b1c013288888035e24fd6eb4ed01",
-                "sha256:622c20a57701d02f01a47e856dea248e112638f28c8249dbe3ed95a9702e3d74",
-                "sha256:6f4cb689a9552e9e13dccc89203c8ab09f210a7ffb92ce27c384a4a0be27b527",
-                "sha256:719f04a11ca709fc2b47868070d79fccff77e5d502ff32de2f4baa73cb16166f",
-                "sha256:7236252bed70f37b898933dcf8aa875d0829664a245a272516f27b30439df71c",
-                "sha256:7f5ddceb12b73f7fd2e4398266401b6f887003740ccd18c989a2af04500b5f2b",
-                "sha256:85b9364e099426bd7f445a7705aad87bf6dbb71d79e3802dd8ca14e181d38a33",
-                "sha256:c288a1bbdf58c360457443e5297e74844e1961e5e7001dbcb3a5297a41911a11",
-                "sha256:cd21ec48ee70878d46c486e2f7ae94b32bfc6b37c4d27876c5a5a00c4eb75c3c",
-                "sha256:d7505c500d994f11662e5595f5002251f572acc189f18944619352e2636f5181",
-                "sha256:dd24848fbd75b17bab06408da6c029ba7cc615bd9e4a1f755fb3a090025fb922",
-                "sha256:f4f19af4bca81f11922508a9dcf30ce1d2aee4972af9f81ce8e5331a6f46f5e1"
-            ],
-            "version": "==2.0.3"
-        },
-        "decorator": {
-            "hashes": [
-                "sha256:54c38050039232e1db4ad7375cfce6748d7b41c29e95a081c8a6d2c30364a2ce",
-                "sha256:5d19b92a3c8f7f101c8dd86afd86b0f061a8ce4540ab8cd401fa2542756bce6d"
-            ],
-            "version": "==4.4.1"
-        },
-        "defusedxml": {
-            "hashes": [
-                "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93",
-                "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"
-            ],
-            "version": "==0.6.0"
+                "sha256:04676d696596b0db3f3c5a3936bab12fb6f24278921a6622bb185e61765b2b4d",
+                "sha256:169725b5816959d34de2545b33fee6a8021a6e08818794a426c5a4f981f17e5e",
+                "sha256:228bd261a85d92d870ed358f263ee028ac026302304f2186827377a3895c5819",
+                "sha256:2aa3fa467d906cd2c27fa0a2e2952dd7925f5fcc7973fab6d815ef6acb25aad8",
+                "sha256:4749f220e4c06ec44eb10de13794ff0508cdc4f8eff656cf49cab2cdb3122c0c",
+                "sha256:492084aef23ac2ff3da3729e9d36340bc91a96c2dc8c3a82a1926e384ab52412",
+                "sha256:4f87fe087f2ae36c3e20e2b1a29d7f76a28c035372d0a97655f26223d975235a",
+                "sha256:5d631239bfb07293ee444b269656308da952b6b003b12332ccb1c624dbfcda4b",
+                "sha256:6b0d1a6b0a1296f31fa9e4b7ae5ea49394084ecc883b1ae6fec4844403c43468",
+                "sha256:700540b68e96a7056d0691d467df2bbaaf0934a3e6fe2383669998cbee19580a",
+                "sha256:971cf0a8437dfb4185c3049c086e463612fe849efadc0f5cc153fc81c501da7d",
+                "sha256:a261f51796a2705f3900ed22b8442519a0f230f50a816fb5bd89cb9b027dc5ac",
+                "sha256:a93fba62fe79dbf6fc4d5b6d804a6e114b44af3ff3d40a28833ee39f21bd336b",
+                "sha256:af3c01e6b20f9e6c07c7d7cdb7f710e49889d3906c9a3e039546ee6636a34b9a",
+                "sha256:b8e1c18bb00800425576710468299153caad20c64ddb6819d40a6a34e21ee21c",
+                "sha256:c59293b232b53ebb47427f16cf648e937022f489cff36c11d1d8a1f0075b6609",
+                "sha256:d7a59cef8f2fa25d12e2c30138f8623acbd43ad2715e730a709e49c5eef8e1b0",
+                "sha256:dd52d8a81881804625df88453611175ab7e0099b34f52204da1f6940cf2e83c9",
+                "sha256:ea535f74ab6024e7416f93de564e5c81fb7c0964b96280de66f60aeb05f0cf53"
+            ],
+            "version": "==2.0.6"
         },
         "entrypoints": {
             "hashes": [
-                "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
-                "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
+                "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
+                "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
             ],
-            "version": "==0.3"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4"
         },
         "flask": {
             "hashes": [
@@ -178,6 +167,7 @@
             "hashes": [
                 "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"
             ],
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==0.18.2"
         },
         "h2o": {
@@ -195,148 +185,115 @@
         },
         "idna": {
             "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
+                "sha256:84d9dd047ffa80596e0f246e2eab0b391788b0503584e8945f2368256d2735ff",
+                "sha256:9d643ff0a55b762d5cdb124b8eaa99c66322e2157b69160bc32796e824360e6d"
             ],
-            "version": "==2.8"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.3"
         },
         "imageio": {
             "hashes": [
-                "sha256:c9763e5c187ecf74091c845626b0bdcc6130a20a0de7a86ae0108e2b5335ed3f",
-                "sha256:f44eb231b9df485874f2ffd22dfd0c3c711e7de076516b9374edea5c65bc67ae"
+                "sha256:0c9df80e42f2ee68bea92001e7fcf612aa149910efe040eb757f5ce323250ae1",
+                "sha256:d36ab8616175a093676693a4dbc85c6cc767f981c9ce93041422569c76d06347"
             ],
-            "version": "==2.6.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.19.3"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:bdd9b7c397c273bcc9a11d6629a38487cd07154fa255a467bf704cd2c258e359",
-                "sha256:f17c015735e1a88296994c0697ecea7e11db24290941983b08c9feb30921e6d8"
+                "sha256:5d26852efe48c0a32b0509ffbc583fda1a2266545a78d104a6f4aff3db17d700",
+                "sha256:c58c8eb8a762858f49e18436ff552e83914778e50e9d2f1660535ffb364552ec"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==1.4.0"
+            "version": "==4.11.4"
         },
-        "ipython-genutils": {
+        "importlib-resources": {
             "hashes": [
-                "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8",
-                "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"
+                "sha256:568c9f16cb204f9decc8d6d24a572eeea27dacbb4cee9e6b03a8025736769751",
+                "sha256:7952325ffd516c05a8ad0858c74dff2c3343f136fe66a6002b2623dd1d43f223"
             ],
-            "version": "==0.2.0"
-        },
-        "isort": {
-            "hashes": [
-                "sha256:54da7e92468955c4fceacd0c86bd0ec997b0e1ee80d97f67c35a78b719dccab1",
-                "sha256:6e811fcb295968434526407adb8796944f1988c5b65e8139058f2014cbe100fd"
-            ],
-            "version": "==4.3.21"
+            "markers": "python_version < '3.9'",
+            "version": "==5.8.0"
         },
         "itsdangerous": {
             "hashes": [
-                "sha256:321b033d07f2a4136d3ec762eac9f16a10ccd60f53c0c91af90217ace7ba1f19",
-                "sha256:b12271b2047cb23eeb98c8b5622e2e5c5e9abd9784a153e9d8ef9cb4dd09d749"
+                "sha256:2c2349112351b88699d8d4b6b075022c0808887cb7ad10069318a8b0bc88db44",
+                "sha256:5dbbc68b317e5e42f327f9021763545dc3fc3bfe22e6deb96aaf1fc38874156a"
             ],
-            "version": "==1.1.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.1.2"
         },
         "jinja2": {
             "hashes": [
-                "sha256:74320bb91f31270f9551d46522e33af46a80c3d619f4a4bf42b3164d30b5911f",
-                "sha256:9fe95f19286cfefaa917656583d020be14e7859c6b0252588391e47db34527de"
+                "sha256:31351a702a408a9e7595a8fc6150fc3f43bb6bf7e319770cbc0db9df9437e852",
+                "sha256:6088930bfe239f0e6710546ab9c19c9ef35e29792895fed6e6e31a023a182a61"
             ],
-            "version": "==2.10.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.1.2"
         },
         "joblib": {
             "hashes": [
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@@ -557,10 +486,11 @@
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@@ -594,51 +524,63 @@
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@@ -647,54 +589,64 @@
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@@ -705,147 +657,168 @@
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@@ -871,43 +844,62 @@
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@@ -930,20 +922,21 @@
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@@ -977,16 +970,10 @@
         },
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@@ -1006,105 +993,60 @@
             ],
             "version": "==7.3.1"
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@@ -1190,18 +1235,27 @@
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@@ -1220,45 +1274,49 @@
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@@ -1268,45 +1326,67 @@
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@@ -1315,54 +1395,77 @@
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@@ -1373,131 +1476,265 @@
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-            "version": "==0.8.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==0.15.0"
         },
-        "testpath": {
+        "tinycss2": {
             "hashes": [
-                "sha256:60e0a3261c149755f4399a1fff7d37523179a70fdc3abdf78de9fc2604aeec7e",
-                "sha256:bfcf9411ef4bf3db7579063e0546938b1edda3d69f4e1fb8756991f5951f85d4"
+                "sha256:b2e44dd8883c360c35dd0d1b5aad0b610e5156c2cb3b33434634e539ead9d8bf",
+                "sha256:fe794ceaadfe3cf3e686b22155d0da5780dd0e273471a51846d0a02bc204fec8"
             ],
-            "version": "==0.4.4"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.1"
         },
         "tornado": {
             "hashes": [
-                "sha256:349884248c36801afa19e342a77cc4458caca694b0eda633f5878e458a44cb2c",
-                "sha256:398e0d35e086ba38a0427c3b37f4337327231942e731edaa6e9fd1865bbd6f60",
-                "sha256:4e73ef678b1a859f0cb29e1d895526a20ea64b5ffd510a2307b5998c7df24281",
-                "sha256:559bce3d31484b665259f50cd94c5c28b961b09315ccd838f284687245f416e5",
-                "sha256:abbe53a39734ef4aba061fca54e30c6b4639d3e1f59653f0da37a0003de148c7",
-                "sha256:c845db36ba616912074c5b1ee897f8e0124df269468f25e4fe21fe72f6edd7a9",
-                "sha256:c9399267c926a4e7c418baa5cbe91c7d1cf362d505a1ef898fde44a07c9dd8a5"
-            ],
-            "version": "==6.0.3"
+                "sha256:0a00ff4561e2929a2c37ce706cb8233b7907e0cdc22eab98888aca5dd3775feb",
+                "sha256:0d321a39c36e5f2c4ff12b4ed58d41390460f798422c4504e09eb5678e09998c",
+                "sha256:1e8225a1070cd8eec59a996c43229fe8f95689cb16e552d130b9793cb570a288",
+                "sha256:20241b3cb4f425e971cb0a8e4ffc9b0a861530ae3c52f2b0434e6c1b57e9fd95",
+                "sha256:25ad220258349a12ae87ede08a7b04aca51237721f63b1808d39bdb4b2164558",
+                "sha256:33892118b165401f291070100d6d09359ca74addda679b60390b09f8ef325ffe",
+                "sha256:33c6e81d7bd55b468d2e793517c909b139960b6c790a60b7991b9b6b76fb9791",
+                "sha256:3447475585bae2e77ecb832fc0300c3695516a47d46cefa0528181a34c5b9d3d",
+                "sha256:34ca2dac9e4d7afb0bed4677512e36a52f09caa6fded70b4e3e1c89dbd92c326",
+                "sha256:3e63498f680547ed24d2c71e6497f24bca791aca2fe116dbc2bd0ac7f191691b",
+                "sha256:548430be2740e327b3fe0201abe471f314741efcb0067ec4f2d7dcfb4825f3e4",
+                "sha256:6196a5c39286cc37c024cd78834fb9345e464525d8991c21e908cc046d1cc02c",
+                "sha256:61b32d06ae8a036a6607805e6720ef00a3c98207038444ba7fd3d169cd998910",
+                "sha256:6286efab1ed6e74b7028327365cf7346b1d777d63ab30e21a0f4d5b275fc17d5",
+                "sha256:65d98939f1a2e74b58839f8c4dab3b6b3c1ce84972ae712be02845e65391ac7c",
+                "sha256:66324e4e1beede9ac79e60f88de548da58b1f8ab4b2f1354d8375774f997e6c0",
+                "sha256:6c77c9937962577a6a76917845d06af6ab9197702a42e1346d8ae2e76b5e3675",
+                "sha256:70dec29e8ac485dbf57481baee40781c63e381bebea080991893cd297742b8fd",
+                "sha256:7250a3fa399f08ec9cb3f7b1b987955d17e044f1ade821b32e5f435130250d7f",
+                "sha256:748290bf9112b581c525e6e6d3820621ff020ed95af6f17fedef416b27ed564c",
+                "sha256:7da13da6f985aab7f6f28debab00c67ff9cbacd588e8477034c0652ac141feea",
+                "sha256:8f959b26f2634a091bb42241c3ed8d3cedb506e7c27b8dd5c7b9f745318ddbb6",
+                "sha256:9de9e5188a782be6b1ce866e8a51bc76a0fbaa0e16613823fc38e4fc2556ad05",
+                "sha256:a48900ecea1cbb71b8c71c620dee15b62f85f7c14189bdeee54966fbd9a0c5bd",
+                "sha256:b87936fd2c317b6ee08a5741ea06b9d11a6074ef4cc42e031bc6403f82a32575",
+                "sha256:c77da1263aa361938476f04c4b6c8916001b90b2c2fdd92d8d535e1af48fba5a",
+                "sha256:cb5ec8eead331e3bb4ce8066cf06d2dfef1bfb1b2a73082dfe8a161301b76e37",
+                "sha256:cc0ee35043162abbf717b7df924597ade8e5395e7b66d18270116f8745ceb795",
+                "sha256:d14d30e7f46a0476efb0deb5b61343b1526f73ebb5ed84f23dc794bdb88f9d9f",
+                "sha256:d371e811d6b156d82aa5f9a4e08b58debf97c302a35714f6f45e35139c332e32",
+                "sha256:d3d20ea5782ba63ed13bc2b8c291a053c8d807a8fa927d941bd718468f7b950c",
+                "sha256:d3f7594930c423fd9f5d1a76bee85a2c36fd8b4b16921cae7e965f22575e9c01",
+                "sha256:dcef026f608f678c118779cd6591c8af6e9b4155c44e0d1bc0c87c036fb8c8c4",
+                "sha256:e0791ac58d91ac58f694d8d2957884df8e4e2f6687cdf367ef7eb7497f79eaa2",
+                "sha256:e385b637ac3acaae8022e7e47dfa7b83d3620e432e3ecb9a3f7f58f150e50921",
+                "sha256:e519d64089b0876c7b467274468709dadf11e41d65f63bba207e04217f47c085",
+                "sha256:e7229e60ac41a1202444497ddde70a48d33909e484f96eb0da9baf8dc68541df",
+                "sha256:ed3ad863b1b40cd1d4bd21e7498329ccaece75db5a5bf58cd3c9f130843e7102",
+                "sha256:f0ba29bafd8e7e22920567ce0d232c26d4d47c8b5cf4ed7b562b5db39fa199c5",
+                "sha256:fa2ba70284fa42c2a5ecb35e322e68823288a4251f9ba9cc77be04ae15eada68",
+                "sha256:fba85b6cd9c39be262fcd23865652920832b61583de2a2ca907dbd8e8a8c81e5"
+            ],
+            "markers": "python_version >= '3.5'",
+            "version": "==6.1"
         },
         "traitlets": {
             "hashes": [
-                "sha256:70b4c6a1d9019d7b4f6846832288f86998aa3b9207c6821f3578a6a6a467fe44",
-                "sha256:d023ee369ddd2763310e4c3eae1ff649689440d4ae59d7485eb4cfbbe3e359f7"
+                "sha256:0bb9f1f9f017aa8ec187d8b1b2a7a6626a2a1d877116baba52a129bfa124f8e2",
+                "sha256:65fa18961659635933100db8ca120ef6220555286949774b9cfc106f941d1c7a"
             ],
-            "version": "==4.3.3"
+            "markers": "python_version >= '3.7'",
+            "version": "==5.3.0"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:6657594ee297170d19f67d55c05852a874e7eb634f4f753dbd667855e07c1708",
+                "sha256:f1c24655a0da0d1b67f07e17a5e6b2a105894e6824b92096378bb3668ef02376"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.2.0"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:8fd29383f539be45b20bd4df0dc29c20ba48654a41e661925e612311e9f3c603",
-                "sha256:f28b3e8a6483e5d49e7f8949ac1a78314e740333ae305b4ba5defd3e74fb37a8"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
+                "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"
             ],
-            "version": "==0.1.8"
+            "version": "==0.2.5"
         },
         "webencodings": {
             "hashes": [
@@ -1508,10 +1745,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:8dda78f06bd1674bd8720df8a50bb47b6e1233c503a4eed8e7810686bde37656",
-                "sha256:d38fbe01bbf7a3593a32bc35a9c4453c32bc42b98c377f9bff7e9f8da157786c"
+                "sha256:56bf8aadb83c24db6c4b577e13de374ccfb67da2078beba1d037c17980bf43ad",
+                "sha256:c4f6e5bbf48e74f7a38e7cc5b0480ff42b0ae5178957d564d18932525d5cf099"
             ],
-            "version": "==1.0.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==3.8.0"
         }
     }
 }
diff --git a/requirements.txt b/requirements.txt
index 92d54f2..beb20e3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,97 +1,80 @@
--i https://pypi.org/simple
+#
+# These requirements were autogenerated by pipenv
+# To regenerate from the project's Pipfile, run:
+#
+#    pipenv lock --requirements
+#
+
+-i https://pypi.org/simple/
 altair==3.2.0
-astroid==2.3.3
-astropy==4.0
-attrs==19.3.0
-bleach==3.1.0
+astropy==4.3.1; python_version >= '3.7'
+attrs==21.4.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
 blis==0.4.1
-certifi==2019.11.28
-chardet==3.0.4
-click==7.0
-colorama==0.4.3
-confuse==1.0.0
-cycler==0.10.0
-cymem==2.0.3
-decorator==4.4.1
-defusedxml==0.6.0
-entrypoints==0.3
+certifi==2022.6.15; python_version >= '3.6'
+charset-normalizer==2.0.12; python_version >= '3.5'
+click==8.1.3; python_version >= '3.7'
+colorama==0.4.5; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
+confuse==1.7.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3' and python_version < '4'
+cycler==0.11.0; python_version >= '3.6'
+cymem==2.0.6
+entrypoints==0.4; python_version >= '3.6'
 flask==1.1.1
-future==0.18.2
+future==0.18.2; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
 h2o==3.26.0.10
 htmlmin==0.1.12
-idna==2.8
-imageio==2.6.1
-importlib-metadata==1.4.0 ; python_version < '3.8'
-ipython-genutils==0.2.0
-isort==4.3.21
-itsdangerous==1.1.0
-jinja2==2.10.3
-joblib==0.14.1
-jsonschema==3.2.0
-jupyter-client==5.3.4
-jupyter-core==4.6.1
-kiwisolver==1.1.0
-lazy-object-proxy==1.4.3
+idna==3.3; python_version >= '3.5'
+imageio==2.19.3; python_version >= '3.7'
+importlib-metadata==4.11.4; python_version < '3.8'
+importlib-resources==5.8.0; python_version < '3.9'
+itsdangerous==2.1.2; python_version >= '3.7'
+jinja2==3.1.2; python_version >= '3.7'
+joblib==1.1.0; python_version >= '3.6'
+jsonschema==4.6.0; python_version >= '3.7'
+kiwisolver==1.4.3; python_version >= '3.7'
 lime==0.1.1.36
-llvmlite==0.31.0
-markupsafe==1.1.1
+llvmlite==0.37.0; python_version < '3.10' and python_version >= '3.7'
+markupsafe==2.1.1; python_version >= '3.7'
 matplotlib==3.1.2
-mccabe==0.6.1
-missingno==0.4.2
-mistune==0.8.4
-more-itertools==8.1.0
-murmurhash==1.0.2
-nbconvert==5.6.1
-nbformat==5.0.3
-networkx==2.4
-numba==0.47.0
+missingno==0.5.1
+murmurhash==1.0.7
+networkx==2.6.3; python_version >= '3.7'
+numba==0.54.1; python_version < '3.10' and python_version >= '3.7'
 numpy==1.17.4
-packaging==20.0
+packaging==21.3; python_version >= '3.6'
 pandas-profiling==2.3.0
 pandas==0.25.3
-pandocfilters==1.4.2
-patsy==0.5.1
-phik==0.9.8
-pillow==7.0.0
+patsy==0.5.2
+phik==0.11.0; python_version >= '3.5'
+pillow==9.1.1; python_version >= '3.7'
 plac==1.1.3
-pluggy==0.13.1
-preshed==3.0.2
-py==1.8.1
-pygments==2.5.2
-pylint==2.4.4
+preshed==3.0.6
+pyerfa==2.0.0.1; python_version >= '3.7'
 pyod==0.7.5
-pyparsing==2.4.6
-pyrsistent==0.15.7
-pytest-pylint==0.14.1
-pytest==5.3.3
-python-dateutil==2.8.1
-pytz==2019.3
-pywavelets==1.1.1
-pyyaml==5.3
-pyzmq==18.1.1
-requests==2.22.0
-scikit-image==0.16.2
+pyparsing==3.0.9; python_full_version >= '3.6.8'
+pyrsistent==0.18.1; python_version >= '3.7'
+python-dateutil==2.8.2; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
+pytz==2022.1
+pywavelets==1.3.0; python_version >= '3.7'
+pyyaml==6.0; python_version >= '3.6'
+requests==2.28.0; python_version >= '3.7' and python_version < '4'
+scikit-image==0.19.3; python_version >= '3.7'
 scikit-learn==0.21.3
-scipy==1.4.1
-seaborn==0.9.0
-six==1.14.0
+scipy==1.7.3; python_version < '3.11' and python_version >= '3.7'
+seaborn==0.11.2; python_version >= '3.6'
+setuptools==62.4.0; python_version >= '3.7'
+six==1.16.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
 spacy==2.2.2
-srsly==1.0.1
+srsly==1.0.5
 statsmodels==0.10.2
-tabulate==0.8.6
-testpath==0.4.4
+tabulate==0.8.9
 thinc==7.3.1
-toolz==0.10.0
-tornado==6.0.3
-tqdm==4.41.1
-traitlets==4.3.3
-typed-ast==1.4.1 ; implementation_name == 'cpython' and python_version < '3.8'
-urllib3==1.25.7
-wasabi==0.6.0
-wcwidth==0.1.8
-webencodings==0.5.1
-werkzeug==0.16.0
-wrapt==1.11.2
+tifffile==2021.11.2; python_version >= '3.7'
+toolz==0.11.2; python_version >= '3.5'
+tqdm==4.64.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
+typing-extensions==4.2.0; python_version < '3.8'
+urllib3==1.26.9; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'
+wasabi==0.9.1
+werkzeug==2.1.2; python_version >= '3.7'
 xlrd==1.2.0
 yellowbrick==1.0.1
-zipp==1.0.0
+zipp==3.8.0; python_version >= '3.7'