From 5e95902821eba67f84273b7c3a7df51921a6e6f8 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Mon, 13 Dec 2021 20:53:31 +0000
Subject: [PATCH] Bump lxml from 4.6.3 to 4.6.5

Bumps [lxml](https://github.com/lxml/lxml) from 4.6.3 to 4.6.5.
- [Release notes](https://github.com/lxml/lxml/releases)
- [Changelog](https://github.com/lxml/lxml/blob/master/CHANGES.txt)
- [Commits](https://github.com/lxml/lxml/compare/lxml-4.6.3...lxml-4.6.5)

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

Signed-off-by: dependabot[bot] <support@github.com>
---
 Pipfile.lock     | 1027 +++++++++++++++++++++++++---------------------
 requirements.txt |   80 ++--
 2 files changed, 593 insertions(+), 514 deletions(-)

diff --git a/Pipfile.lock b/Pipfile.lock
index e73f6f9..b2fcb4b 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -41,68 +41,73 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee",
-                "sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2021.5.30"
+            "version": "==2021.10.8"
         },
         "cffi": {
             "hashes": [
-                "sha256:06c54a68935738d206570b20da5ef2b6b6d92b38ef3ec45c5422c0ebaf338d4d",
-                "sha256:0c0591bee64e438883b0c92a7bed78f6290d40bf02e54c5bf0978eaf36061771",
-                "sha256:19ca0dbdeda3b2615421d54bef8985f72af6e0c47082a8d26122adac81a95872",
-                "sha256:22b9c3c320171c108e903d61a3723b51e37aaa8c81255b5e7ce102775bd01e2c",
-                "sha256:26bb2549b72708c833f5abe62b756176022a7b9a7f689b571e74c8478ead51dc",
-                "sha256:33791e8a2dc2953f28b8d8d300dde42dd929ac28f974c4b4c6272cb2955cb762",
-                "sha256:3c8d896becff2fa653dc4438b54a5a25a971d1f4110b32bd3068db3722c80202",
-                "sha256:4373612d59c404baeb7cbd788a18b2b2a8331abcc84c3ba40051fcd18b17a4d5",
-                "sha256:487d63e1454627c8e47dd230025780e91869cfba4c753a74fda196a1f6ad6548",
-                "sha256:48916e459c54c4a70e52745639f1db524542140433599e13911b2f329834276a",
-                "sha256:4922cd707b25e623b902c86188aca466d3620892db76c0bdd7b99a3d5e61d35f",
-                "sha256:55af55e32ae468e9946f741a5d51f9896da6b9bf0bbdd326843fec05c730eb20",
-                "sha256:57e555a9feb4a8460415f1aac331a2dc833b1115284f7ded7278b54afc5bd218",
-                "sha256:5d4b68e216fc65e9fe4f524c177b54964af043dde734807586cf5435af84045c",
-                "sha256:64fda793737bc4037521d4899be780534b9aea552eb673b9833b01f945904c2e",
-                "sha256:6d6169cb3c6c2ad50db5b868db6491a790300ade1ed5d1da29289d73bbe40b56",
-                "sha256:7bcac9a2b4fdbed2c16fa5681356d7121ecabf041f18d97ed5b8e0dd38a80224",
-                "sha256:80b06212075346b5546b0417b9f2bf467fea3bfe7352f781ffc05a8ab24ba14a",
-                "sha256:818014c754cd3dba7229c0f5884396264d51ffb87ec86e927ef0be140bfdb0d2",
-                "sha256:8eb687582ed7cd8c4bdbff3df6c0da443eb89c3c72e6e5dcdd9c81729712791a",
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-                "sha256:9f3e33c28cd39d1b655ed1ba7247133b6f7fc16fa16887b120c0c670e35ce346",
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-                "sha256:a9da7010cec5a12193d1af9872a00888f396aba3dc79186604a09ea3ee7c029e",
-                "sha256:aedb15f0a5a5949ecb129a82b72b19df97bbbca024081ed2ef88bd5c0a610534",
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-                "sha256:e9dc245e3ac69c92ee4c167fbdd7428ec1956d4e754223124991ef29eb57a09d",
-                "sha256:eb687a11f0a7a1839719edd80f41e459cc5366857ecbed383ff376c4e3cc6afd",
-                "sha256:eb9e2a346c5238a30a746893f23a9535e700f8192a68c07c0258e7ece6ff3728",
-                "sha256:ed38b924ce794e505647f7c331b22a693bee1538fdf46b0222c4717b42f744e7",
-                "sha256:f0010c6f9d1a4011e429109fda55a225921e3206e7f62a0c22a35344bfd13cca",
-                "sha256:f0c5d1acbfca6ebdd6b1e3eded8d261affb6ddcf2186205518f1428b8569bb99",
-                "sha256:f10afb1004f102c7868ebfe91c28f4a712227fe4cb24974350ace1f90e1febbf",
-                "sha256:f174135f5609428cc6e1b9090f9268f5c8935fddb1b25ccb8255a2d50de6789e",
-                "sha256:f3ebe6e73c319340830a9b2825d32eb6d8475c1dac020b4f0aa774ee3b898d1c",
-                "sha256:f627688813d0a4140153ff532537fbe4afea5a3dffce1f9deb7f91f848a832b5",
-                "sha256:fd4305f86f53dfd8cd3522269ed7fc34856a8ee3709a5e28b2836b2db9d4cd69"
-            ],
-            "version": "==1.14.6"
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+                "sha256:0808014eb713677ec1292301ea4c81ad277b6cdf2fdd90fd540af98c0b101d20",
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+                "sha256:23cfe892bd5dd8941608f93348c0737e369e51c100d03718f108bf1add7bd6d0",
+                "sha256:263cc3d821c4ab2213cbe8cd8b355a7f72a8324577dc865ef98487c1aeee2bc7",
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+            ],
+            "version": "==1.15.0"
         },
         "charset-normalizer": {
             "hashes": [
-                "sha256:0c8911edd15d19223366a194a513099a302055a962bca2cec0f54b8b63175d8b",
-                "sha256:f23667ebe1084be45f6ae0538e4a5a865206544097e4e8bbcacf42cd02a348f3"
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             ],
             "markers": "python_version >= '3'",
-            "version": "==2.0.4"
+            "version": "==2.0.9"
         },
         "cryptography": {
             "hashes": [
@@ -126,55 +131,53 @@
         },
         "cycler": {
             "hashes": [
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             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "cython": {
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-            "version": "==0.29.24"
+            "version": "==0.29.25"
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         "dill": {
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@@ -193,9 +196,9 @@
         },
         "docplex": {
             "hashes": [
-                "sha256:4f1781592be2b093db939772db8c6575a0f017041fb0cfd784bedf4222ac5e58"
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-            "version": "==2.21.207"
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@@ -206,10 +209,18 @@
         },
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+            "version": "==2.15.2"
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+                "sha256:edb48922873d3fda489ab400bd40888ac239ae8070b53f494b839bcdff0d01f6"
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-            "version": "==2.15.1"
+            "markers": "python_version >= '3.7'",
+            "version": "==4.28.3"
         },
         "future": {
             "hashes": [
@@ -277,35 +288,49 @@
         },
         "h5py": {
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             "markers": "python_version >= '3.7'",
-            "version": "==3.4.0"
+            "version": "==3.6.0"
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-                "sha256:467fbad99067910785144ce333826c71fb0e63a425657295239737f7ecd125f3"
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             "markers": "python_version >= '3'",
-            "version": "==3.2"
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             "markers": "python_version < '3.8'",
-            "version": "==4.8.1"
+            "version": "==4.8.2"
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+        "importlib-resources": {
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@@ -317,18 +342,19 @@
         },
         "joblib": {
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@@ -407,92 +433,118 @@
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@@ -503,25 +555,25 @@
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@@ -541,31 +593,28 @@
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@@ -594,92 +643,94 @@
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@@ -724,35 +775,35 @@
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@@ -797,10 +848,10 @@
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@@ -879,11 +930,11 @@
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+                "sha256:b0e0aeb061a1d7dcd2ed59ea57ee56c9b23dd60100825f98238c06ee5cc4467e",
+                "sha256:b78a35c5c74d336f42f44106174b9851c783184a85a3fe3e68857259b37b9ffb",
+                "sha256:c9e04d7e9b03a8a6ac2045f7c5ef741be86727d8f49c45db45f244bdd2bcff17",
+                "sha256:ca36e7d9430f7481fc7d11e015ae16fbd5575615a8e9060538104778be84addf",
+                "sha256:ceebc3c4f6a109777c0053dfa0282fddb8893eddfb0d598574acfb734a926168",
+                "sha256:e2c036492e673aad1b7b0d0ccdc0cb30a968353d2c4bf92ac8e73509e1bf212c",
+                "sha256:eb326658f9b73c07081300daba90a8746543b5ea177184daed26528273157294",
+                "sha256:eb7ae2c4dbdb3c9247e07acc532f91077ae6dbc40ad5bd5dca0bb5a176ee9bda",
+                "sha256:edad1cf5b2ce1912c4d8ddad20e11d333165552aba262c882e28c78bbc09dbf6",
+                "sha256:eef93a446114ac0193a7b714ce67659db80caf940f3232bad63f4c7a81bc18df",
+                "sha256:f7eaea089345a35130bc9a39b89ec1ff69c208efa97b3f8b25ea5d4c41d88094",
+                "sha256:f99d206db1f1ae735a8192ab93bd6028f3a42f6fa08467d37a14eb96c9dd34a3"
+            ],
+            "markers": "python_version < '3.11' and python_version >= '3.7'",
+            "version": "==1.7.3"
         },
         "seaborn": {
             "hashes": [
@@ -1015,6 +1068,14 @@
             "index": "pypi",
             "version": "==0.11.0"
         },
+        "setuptools": {
+            "hashes": [
+                "sha256:22c7348c6d2976a52632c67f7ab0cdf40147db7789f9aed18734643fe9cf3373",
+                "sha256:4ce92f1e1f8f01233ee9952c04f6b81d1e02939d6e1b488428154974a4d0783e"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==59.6.0"
+        },
         "six": {
             "hashes": [
                 "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
@@ -1032,19 +1093,19 @@
         },
         "sympy": {
             "hashes": [
-                "sha256:1ca588a9f6ce6a323c5592f9635159c2093572826668a1022c75c75bdf0297cb",
-                "sha256:3b0b3776e357f789951bb14776c6a841f931680f20d5f8fe55977885657c9b7a"
+                "sha256:8bc5de4608b7aa4e7ffd1b25452ae87ccc5f6ca667c661aafb854a1ade337d0c",
+                "sha256:c7a880e229df96759f955d4f3970d4cabce79f60f5b18830c08b90ce77cd5fdc"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==1.8"
+            "version": "==1.9"
         },
         "threadpoolctl": {
             "hashes": [
-                "sha256:86d4b6801456d780e94681d155779058759eaef3c3564758b17b6c99db5f81cb",
-                "sha256:e5a995e3ffae202758fa8a90082e35783b9370699627ae2733cd1c3a73553616"
+                "sha256:4fade5b3b48ae4b1c30f200b28f39180371104fccc642e039e0f2435ec8cc211",
+                "sha256:d03115321233d0be715f0d3a5ad1d6c065fe425ddc2d671ca8e45e9fd5d7a52a"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2.2.0"
+            "version": "==3.0.0"
         },
         "toml": {
             "hashes": [
@@ -1064,12 +1125,11 @@
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:49f75d16ff11f1cd258e1b988ccff82a3ca5570217d7ad8c5f48205dd99a677e",
-                "sha256:d8226d10bc02a29bcc81df19a26e56a9647f8b0a6d4a83924139f4a8b01f17b7",
-                "sha256:f1d25edafde516b146ecd0613dabcc61409817af4766fbbcfb8d1ad4ec441a34"
+                "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e",
+                "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==3.10.0.2"
+            "version": "==4.0.1"
         },
         "umap-learn": {
             "hashes": [
@@ -1080,64 +1140,79 @@
         },
         "urllib3": {
             "hashes": [
-                "sha256:39fb8672126159acb139a7718dd10806104dec1e2f0f6c88aab05d17df10c8d4",
-                "sha256:f57b4c16c62fa2760b7e3d97c35b255512fb6b59a259730f36ba32ce9f8e342f"
+                "sha256:4987c65554f7a2dbf30c18fd48778ef124af6fab771a377103da0585e2336ece",
+                "sha256:c4fdf4019605b6e5423637e01bc9fe4daef873709a7973e195ceba0a62bbc844"
             ],
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'",
-            "version": "==1.26.6"
+            "version": "==1.26.7"
         },
         "websockets": {
             "hashes": [
-                "sha256:0dd4eb8e0bbf365d6f652711ce21b8fd2b596f873d32aabb0fbb53ec604418cc",
-                "sha256:1d0971cc7251aeff955aa742ec541ee8aaea4bb2ebf0245748fbec62f744a37e",
-                "sha256:1d6b4fddb12ab9adf87b843cd4316c4bd602db8d5efd2fb83147f0458fe85135",
-                "sha256:230a3506df6b5f446fed2398e58dcaafdff12d67fe1397dff196411a9e820d02",
-                "sha256:276d2339ebf0df4f45df453923ebd2270b87900eda5dfd4a6b0cfa15f82111c3",
-                "sha256:2cf04601633a4ec176b9cc3d3e73789c037641001dbfaf7c411f89cd3e04fcaf",
-                "sha256:3ddff38894c7857c476feb3538dd847514379d6dc844961dc99f04b0384b1b1b",
-                "sha256:48c222feb3ced18f3dc61168ca18952a22fb88e5eb8902d2bf1b50faefdc34a2",
-                "sha256:51d04df04ed9d08077d10ccbe21e6805791b78eac49d16d30a1f1fe2e44ba0af",
-                "sha256:597c28f3aa7a09e8c070a86b03107094ee5cdafcc0d55f2f2eac92faac8dc67d",
-                "sha256:5c8f0d82ea2468282e08b0cf5307f3ad022290ed50c45d5cb7767957ca782880",
-                "sha256:7189e51955f9268b2bdd6cc537e0faa06f8fffda7fb386e5922c6391de51b077",
-                "sha256:7df3596838b2a0c07c6f6d67752c53859a54993d4f062689fdf547cb56d0f84f",
-                "sha256:826ccf85d4514609219725ba4a7abd569228c2c9f1968e8be05be366f68291ec",
-                "sha256:836d14eb53b500fd92bd5db2fc5894f7c72b634f9c2a28f546f75967503d8e25",
-                "sha256:85db8090ba94e22d964498a47fdd933b8875a1add6ebc514c7ac8703eb97bbf0",
-                "sha256:85e701a6c316b7067f1e8675c638036a796fe5116783a4c932e7eb8e305a3ffe",
-                "sha256:900589e19200be76dd7cbaa95e9771605b5ce3f62512d039fb3bc5da9014912a",
-                "sha256:9147868bb0cc01e6846606cd65cbf9c58598f187b96d14dd1ca17338b08793bb",
-                "sha256:9e7fdc775fe7403dbd8bc883ba59576a6232eac96dacb56512daacf7af5d618d",
-                "sha256:ab5ee15d3462198c794c49ccd31773d8a2b8c17d622aa184f669d2b98c2f0857",
-                "sha256:ad893d889bc700a5835e0a95a3e4f2c39e91577ab232a3dc03c262a0f8fc4b5c",
-                "sha256:b2e71c4670ebe1067fa8632f0d081e47254ee2d3d409de54168b43b0ba9147e0",
-                "sha256:b43b13e5622c5a53ab12f3272e6f42f1ce37cd5b6684b2676cb365403295cd40",
-                "sha256:b4ad84b156cf50529b8ac5cc1638c2cf8680490e3fccb6121316c8c02620a2e4",
-                "sha256:be5fd35e99970518547edc906efab29afd392319f020c3c58b0e1a158e16ed20",
-                "sha256:caa68c95bc1776d3521f81eeb4d5b9438be92514ec2a79fececda814099c8314",
-                "sha256:d144b350045c53c8ff09aa1cfa955012dd32f00c7e0862c199edcabb1a8b32da",
-                "sha256:d2c2d9b24d3c65b5a02cac12cbb4e4194e590314519ed49db2f67ef561c3cf58",
-                "sha256:e9e5fd6dbdf95d99bc03732ded1fc8ef22ebbc05999ac7e0c7bf57fe6e4e5ae2",
-                "sha256:ebf459a1c069f9866d8569439c06193c586e72c9330db1390af7c6a0a32c4afd",
-                "sha256:f31722f1c033c198aa4a39a01905951c00bd1c74f922e8afc1b1c62adbcdd56a",
-                "sha256:f68c352a68e5fdf1e97288d5cec9296664c590c25932a8476224124aaf90dbcd"
-            ],
-            "markers": "python_full_version >= '3.6.1'",
-            "version": "==9.1"
+                "sha256:002071169d2e44ce8eb9e5ebac9fbce142ba4b5146eef1cfb16b177a27662657",
+                "sha256:05e7f098c76b0a4743716590bb8f9706de19f1ef5148d61d0cf76495ec3edb9c",
+                "sha256:08a42856158307e231b199671c4fce52df5786dd3d703f36b5d8ac76b206c485",
+                "sha256:0d93b7cadc761347d98da12ec1930b5c71b2096f1ceed213973e3cda23fead9c",
+                "sha256:10edd9d7d3581cfb9ff544ac09fc98cab7ee8f26778a5a8b2d5fd4b0684c5ba5",
+                "sha256:14e9cf68a08d1a5d42109549201aefba473b1d925d233ae19035c876dd845da9",
+                "sha256:181d2b25de5a437b36aefedaf006ecb6fa3aa1328ec0236cdde15f32f9d3ff6d",
+                "sha256:189ed478395967d6a98bb293abf04e8815349e17456a0a15511f1088b6cb26e4",
+                "sha256:1d858fb31e5ac992a2cdf17e874c95f8a5b1e917e1fb6b45ad85da30734b223f",
+                "sha256:1dafe98698ece09b8ccba81b910643ff37198e43521d977be76caf37709cf62b",
+                "sha256:3477146d1f87ead8df0f27e8960249f5248dceb7c2741e8bbec9aa5338d0c053",
+                "sha256:38db6e2163b021642d0a43200ee2dec8f4980bdbda96db54fde72b283b54cbfc",
+                "sha256:3a02ab91d84d9056a9ee833c254895421a6333d7ae7fff94b5c68e4fa8095519",
+                "sha256:3bbf080f3892ba1dc8838786ec02899516a9d227abe14a80ef6fd17d4fb57127",
+                "sha256:3ef6f73854cded34e78390dbdf40dfdcf0b89b55c0e282468ef92646fce8d13a",
+                "sha256:468f0031fdbf4d643f89403a66383247eb82803430b14fa27ce2d44d2662ca37",
+                "sha256:483edee5abed738a0b6a908025be47f33634c2ad8e737edd03ffa895bd600909",
+                "sha256:531d8eb013a9bc6b3ad101588182aa9b6dd994b190c56df07f0d84a02b85d530",
+                "sha256:5560558b0dace8312c46aa8915da977db02738ac8ecffbc61acfbfe103e10155",
+                "sha256:5bb6256de5a4fb1d42b3747b4e2268706c92965d75d0425be97186615bf2f24f",
+                "sha256:667c41351a6d8a34b53857ceb8343a45c85d438ee4fd835c279591db8aeb85be",
+                "sha256:6b014875fae19577a392372075e937ebfebf53fd57f613df07b35ab210f31534",
+                "sha256:6fdec1a0b3e5630c58e3d8704d2011c678929fce90b40908c97dfc47de8dca72",
+                "sha256:7bdd3d26315db0a9cf8a0af30ca95e0aa342eda9c1377b722e71ccd86bc5d1dd",
+                "sha256:7c9407719f42cb77049975410490c58a705da6af541adb64716573e550e5c9db",
+                "sha256:7d6673b2753f9c5377868a53445d0c321ef41ff3c8e3b6d57868e72054bfce5f",
+                "sha256:816ae7dac2c6522cfa620947ead0ca95ac654916eebf515c94d7c28de5601a6e",
+                "sha256:882c0b8bdff3bf1bd7f024ce17c6b8006042ec4cceba95cf15df57e57efa471c",
+                "sha256:8877861e3dee38c8d302eee0d5dbefa6663de3b46dc6a888f70cd7e82562d1f7",
+                "sha256:888a5fa2a677e0c2b944f9826c756475980f1b276b6302e606f5c4ff5635be9e",
+                "sha256:89e985d40d407545d5f5e2e58e1fdf19a22bd2d8cd54d20a882e29f97e930a0a",
+                "sha256:97b4b68a2ddaf5c4707ae79c110bfd874c5be3c6ac49261160fb243fa45d8bbb",
+                "sha256:98de71f86bdb29430fd7ba9997f47a6b10866800e3ea577598a786a785701bb0",
+                "sha256:9f304a22ece735a3da8a51309bc2c010e23961a8f675fae46fdf62541ed62123",
+                "sha256:9fd62c6dc83d5d35fb6a84ff82ec69df8f4657fff05f9cd6c7d9bec0dd57f0f6",
+                "sha256:a249139abc62ef333e9e85064c27fefb113b16ffc5686cefc315bdaef3eefbc8",
+                "sha256:b66e6d514f12c28d7a2d80bb2a48ef223342e99c449782d9831b0d29a9e88a17",
+                "sha256:b68b6caecb9a0c6db537aa79750d1b592a841e4f1a380c6196091e65b2ad35f9",
+                "sha256:baa83174390c0ff4fc1304fbe24393843ac7a08fdd59295759c4b439e06b1536",
+                "sha256:bb01ea7b5f52e7125bdc3c5807aeaa2d08a0553979cf2d96a8b7803ea33e15e7",
+                "sha256:cfae282c2aa7f0c4be45df65c248481f3509f8c40ca8b15ed96c35668ae0ff69",
+                "sha256:d0d81b46a5c87d443e40ce2272436da8e6092aa91f5fbeb60d1be9f11eff5b4c",
+                "sha256:d9b245db5a7e64c95816e27d72830e51411c4609c05673d1ae81eb5d23b0be54",
+                "sha256:ddab2dc69ee5ae27c74dbfe9d7bb6fee260826c136dca257faa1a41d1db61a89",
+                "sha256:e1b60fd297adb9fc78375778a5220da7f07bf54d2a33ac781319650413fc6a60",
+                "sha256:e259be0863770cb91b1a6ccf6907f1ac2f07eff0b7f01c249ed751865a70cb0d",
+                "sha256:e3872ae57acd4306ecf937d36177854e218e999af410a05c17168cd99676c512",
+                "sha256:e4819c6fb4f336fd5388372cb556b1f3a165f3f68e66913d1a2fc1de55dc6f58"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==10.1"
         },
         "yfinance": {
             "hashes": [
-                "sha256:11364fe94f1cf7811c45fc620acb61c8c45fcb88de317c7718bbdbc9c1573a4c"
+                "sha256:597a3e83804726f45acceb3d56bcd16317c718cc62876234deb4c2b561e65b42"
             ],
-            "version": "==0.1.63"
+            "version": "==0.1.67"
         },
         "zipp": {
             "hashes": [
-                "sha256:957cfda87797e389580cb8b9e3870841ca991e2125350677b2ca83a0e99390a3",
-                "sha256:f5812b1e007e48cff63449a5e9f4e7ebea716b4111f9c4f9a645f91d579bf0c4"
+                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
+                "sha256:9fe5ea21568a0a70e50f273397638d39b03353731e6cbbb3fd8502a33fec40bc"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==3.5.0"
+            "markers": "python_version < '3.10'",
+            "version": "==3.6.0"
         }
     },
     "develop": {}
diff --git a/requirements.txt b/requirements.txt
index c22f6b7..d055aee 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,73 +9,77 @@
 attrs==21.2.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
 autopep8==1.5.4
 cached-property==1.5.2; python_version < '3.8'
-certifi==2021.5.30
-cffi==1.14.6
-charset-normalizer==2.0.4; python_version >= '3'
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.9; python_version >= '3'
 cryptography==3.3.2
-cycler==0.10.0
-cython==0.29.24; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
+cycler==0.11.0; python_version >= '3.6'
+cython==0.29.25; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
 dill==0.3.4; python_version >= '2.7' and python_version != '3.0'
 dlx==1.0.4
-docplex==2.21.207
+docplex==2.22.213
 fastdtw==0.3.4
-fastjsonschema==2.15.1
+fastjsonschema==2.15.2
+fonttools==4.28.3; python_version >= '3.7'
 future==0.18.2; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
 grakel-dev==0.1a6
 grakel==0.1b7
-h5py==3.4.0; python_version >= '3.7'
-idna==3.2; python_version >= '3'
-importlib-metadata==4.8.1; python_version < '3.8'
+h5py==3.6.0; python_version >= '3.7'
+idna==3.3; python_version >= '3'
+importlib-metadata==4.8.2; python_version < '3.8'
+importlib-resources==5.4.0; python_version < '3.9'
 inflection==0.5.1; python_version >= '3.5'
-joblib==1.0.1; python_version >= '3.6'
-jsonschema==3.2.0
+joblib==1.1.0; python_version >= '3.6'
+jsonschema==4.2.1; python_version >= '3.7'
 kiwisolver==1.3.2; python_version >= '3.7'
 llvmlite==0.37.0; python_version < '3.10' and python_version >= '3.7'
-lxml==4.6.3; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
-matplotlib==3.4.3; python_version >= '3.7'
-more-itertools==8.9.0; python_version >= '3.5'
+lxml==4.6.5
+matplotlib==3.5.1; python_version >= '3.7'
+more-itertools==8.12.0; python_version >= '3.5'
 mpmath==1.2.1
-multitasking==0.0.9
-nest-asyncio==1.5.1; python_version >= '3.5'
-networkx==2.6.2; python_version >= '3.7'
+multitasking==0.0.10
+nest-asyncio==1.5.4; python_version >= '3.5'
+networkx==2.6.3; python_version >= '3.7'
 nose==1.3.7
 ntlm-auth==1.5.0; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
-numba==0.54.0; python_version < '3.10' and python_version >= '3.7'
-numpy==1.20.3; python_version == '3.7'
-pandas==1.3.2; python_full_version >= '3.7.1'
-pillow==8.3.2; python_version >= '3.6'
+numba==0.54.1; python_version < '3.10' and python_version >= '3.7'
+numpy==1.20.3; python_version >= '3.7'
+packaging==21.3; python_version >= '3.6'
+pandas==1.3.5; python_full_version >= '3.7.1'
+pillow==8.4.0; python_version >= '3.6'
 ply==3.11
 psutil==5.8.0; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
-pybind11==2.7.1; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
-pycodestyle==2.7.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
-pycparser==2.20; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
-pyparsing==2.4.7; python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'
+pybind11==2.8.1; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
+pycodestyle==2.8.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'
+pycparser==2.21; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
+pyparsing==3.0.6; python_version >= '3.6'
 pyrsistent==0.18.0; python_version >= '3.6'
 python-constraint==1.4.0
 python-dateutil==2.8.2; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
-pytz==2021.1
+pytz==2021.3
 qiskit-aer==0.7.0; python_version >= '3.6'
 qiskit-aqua==0.8.0; python_version >= '3.6'
 qiskit-ibmq-provider==0.11.0; python_version >= '3.6'
 qiskit-ignis==0.5.0; python_version >= '3.6'
 qiskit-terra==0.16.0; python_version >= '3.6'
 qiskit==0.23.0
-quandl==3.6.1; python_version >= '3.5'
+quandl==3.7.0; python_version >= '3.6'
 requests-ntlm==1.1.0
 requests==2.26.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'
-retworkx==0.10.1; python_version >= '3.6'
-scikit-learn==0.24.2; python_version >= '3.6'
-scipy==1.7.1; python_version < '3.10' and python_version >= '3.7'
+retworkx==0.10.2; python_version >= '3.6'
+scikit-learn==1.0.1; python_version >= '3.7'
+scipy==1.7.3; python_version < '3.11' and python_version >= '3.7'
 seaborn==0.11.0
+setuptools==59.6.0; python_version >= '3.6'
 six==1.16.0; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'
 slackweb==1.0.5
-sympy==1.8; python_version >= '3.6'
-threadpoolctl==2.2.0; python_version >= '3.6'
+sympy==1.9; python_version >= '3.6'
+threadpoolctl==3.0.0; python_version >= '3.6'
 toml==0.10.2
 tqdm==4.51.0
-typing-extensions==3.10.0.2; python_version < '3.8'
+typing-extensions==4.0.1; python_version < '3.8'
 umap-learn==0.4.6
-urllib3==1.26.6; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'
-websockets==9.1; python_full_version >= '3.6.1'
-yfinance==0.1.63
-zipp==3.5.0; python_version >= '3.6'
+urllib3==1.26.7; python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4' and python_version < '4'
+websockets==10.1; python_version >= '3.7'
+yfinance==0.1.67
+zipp==3.6.0; python_version < '3.10'