diff --git a/Pipfile.lock b/Pipfile.lock
index 541b9a9..57995e3 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -24,47 +24,41 @@
             "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"
+                "sha256:1b3d6e801ab719d448e179dffe23a2f3c5646b81090db9f4d95a6b3acd643888",
+                "sha256:21c293609741bb7e3fe43e0c9f906f41962b04bb8c799a221fc1aa2100353fad",
+                "sha256:2c194f8a429b8399de64a413a06881ea49f0525cabaa2d78fc132b9e970adc6a",
+                "sha256:2fea9cf1fb1ef4e68e5c93c679a26dcc6313be55783fa1ee162eb72c8c9eb0b4",
+                "sha256:3638fd0c489fe4321d72056086acbdd48f767b19af8f6c39b865966c638e0efa",
+                "sha256:4f33707d1bafd11884fc4aacc38f76f4c5c6f8d6f15dd968aad50bc197bc6edb",
+                "sha256:6767b8dd29be6c7ec5d934b955875b71400464b2a33eb58b59d575302e4a1892",
+                "sha256:882434f6fe29a2aba9fe61bddac13943c95a9d6e8fdb19f3e35a9f9ae039bd10",
+                "sha256:949b6111badc371129d811b74d7fe6df711719e41385b37189af0a4d325b811d",
+                "sha256:a6890ec88220e2cbeaa1f70f012b19b4ffe908b19e3c264847ca87b710d5918f",
+                "sha256:ae3d690b6c20ce47d0644129046c08b7715cbafd2e7a49aba8d7c169dcfadbc1",
+                "sha256:c9d65d0071215995e1e637bc74e84afcf37fc5492e54451015981f2cb6ca9e60",
+                "sha256:daaf9f0264b686c870032987483f2ddbdd5ce31762ab53f53f84bf9c68e2720a",
+                "sha256:ddaa04ba229b69c7a16efdd16dac77fcf8eb8923272cdc290b033992fe679323",
+                "sha256:e749b2ecfedceac0e316a5332eaf73c833d2f5e1c3b9524a4780105dc802f27b",
+                "sha256:e80117502290e97819e2328243221d89f3749c14526f3ad7c75613a07b56ae8e"
+            ],
+            "version": "==4.2"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:31b2eced602aa8423c2aea9c76a724617ed67cf9513173fd3a4f03e3a929c7e6",
+                "sha256:832aa3cde19744e49938b91fea06d69ecb9e649c93ba974535d08ad92164f700"
             ],
-            "version": "==19.3.0"
+            "version": "==20.3.0"
         },
         "bleach": {
             "hashes": [
-                "sha256:213336e49e102af26d9cde77dd2d0397afabc5a6bf2fed985dc35b5d1e285a16",
-                "sha256:3fdf7f77adcf649c9911387df51254b813185e32b2c6619f690b593a617e19fa"
+                "sha256:6123ddc1052673e52bab52cdc955bcb57a015264a1c57d37bea2f6b817af0125",
+                "sha256:98b3170739e5e83dd9dc19633f074727ad848cbedb6026708c8ac2d3b697a433"
             ],
-            "version": "==3.1.0"
+            "index": "pypi",
+            "version": "==3.3.0"
         },
         "blis": {
             "hashes": [
@@ -89,37 +83,38 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c",
+                "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"
             ],
-            "version": "==2019.11.28"
+            "version": "==2020.12.5"
         },
         "chardet": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa",
+                "sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5"
             ],
-            "version": "==3.0.4"
+            "version": "==4.0.0"
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "version": "==7.0"
+            "version": "==7.1.2"
         },
         "colorama": {
             "hashes": [
-                "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff",
-                "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"
+                "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b",
+                "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"
             ],
-            "version": "==0.4.3"
+            "version": "==0.4.4"
         },
         "confuse": {
             "hashes": [
-                "sha256:5977c6a876b179f8c86ecaf530cc24bf00baaad028c3350b502ee6949536188c"
+                "sha256:2346b9c8f8c5aece8342e2eb07be9a09b78ca82c40736ec64272e5613580100c",
+                "sha256:92fc0451c6e2c2732ac363d0f59d7ea608abddbed062dda8e98e9a8c986ce464"
             ],
-            "version": "==1.0.0"
+            "version": "==1.4.0"
         },
         "cycler": {
             "hashes": [
@@ -130,34 +125,28 @@
         },
         "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"
+                "sha256:01d3ea159f7a3f3192b1e800ed8207dac7586794d903a153198b9ea317f144bc",
+                "sha256:190e15d9cf2c3bde60ae37bddbae6568a36044dc4a326d84081a5fa08818eee0",
+                "sha256:1f0eb9b3d03623dcfc746cf8bff0663b0e347f4aea759965c8932087a0307ee9",
+                "sha256:3d48902d7441645835fefc7832df49feb5362c7300d182475b63a01d25ae44ef",
+                "sha256:4bd023c2477198b39b660c2a6b0242880649765ecee8461688a57fd4afd2bfc0",
+                "sha256:734d82d0d03c2ceb929bc1744c04dbe0a105e68a4947c8406056a36f86c41830",
+                "sha256:8ea57e6923f40eb51012352161bb5707c14a5a5ce901ff72021e59df06221655",
+                "sha256:9d72d69f7a62a280199c3aa7bc550685c47d6d0689b2d299e6492253b86d2437",
+                "sha256:a440d63577fcdc9c528c9cc026b7b4f8648193bac462bc0596c9eac10f9fba62",
+                "sha256:ce1e81c1d031f56b67bac2136e73b4512cbc794706cd570178972d54ba6115d8",
+                "sha256:d19f68b90411e02ab33b1654118337f96f41c13a3cd00c4f44f7abed2bc712e7",
+                "sha256:d307f7f6230d861a938837cae4b855226b6845a21c010242a15e9ce6853856cd",
+                "sha256:f2167c9959fcd639b95d51fa5efaa7c61eef8d686cb75a25412a914f428ce980"
+            ],
+            "version": "==2.0.5"
         },
         "decorator": {
             "hashes": [
-                "sha256:54c38050039232e1db4ad7375cfce6748d7b41c29e95a081c8a6d2c30364a2ce",
-                "sha256:5d19b92a3c8f7f101c8dd86afd86b0f061a8ce4540ab8cd401fa2542756bce6d"
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
             ],
-            "version": "==4.4.1"
-        },
-        "defusedxml": {
-            "hashes": [
-                "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93",
-                "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"
-            ],
-            "version": "==0.6.0"
+            "version": "==4.4.2"
         },
         "entrypoints": {
             "hashes": [
@@ -195,39 +184,25 @@
         },
         "idna": {
             "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
+                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
+                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
             ],
-            "version": "==2.8"
+            "version": "==2.10"
         },
         "imageio": {
             "hashes": [
-                "sha256:c9763e5c187ecf74091c845626b0bdcc6130a20a0de7a86ae0108e2b5335ed3f",
-                "sha256:f44eb231b9df485874f2ffd22dfd0c3c711e7de076516b9374edea5c65bc67ae"
+                "sha256:3604d751f03002e8e0e7650aa71d8d9148144a87daf17cb1f3228e80747f2e6b",
+                "sha256:52ddbaeca2dccf53ba2d6dec5676ca7bc3b2403ef8b37f7da78b7654bb3e10f0"
             ],
-            "version": "==2.6.1"
+            "version": "==2.9.0"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:bdd9b7c397c273bcc9a11d6629a38487cd07154fa255a467bf704cd2c258e359",
-                "sha256:f17c015735e1a88296994c0697ecea7e11db24290941983b08c9feb30921e6d8"
+                "sha256:ace61d5fc652dc280e7b6b4ff732a9c2d40db2c0f92bc6cb74e07b73d53a1771",
+                "sha256:fa5daa4477a7414ae34e95942e4dd07f62adf589143c875c133c1e53c4eff38d"
             ],
             "markers": "python_version < '3.8'",
-            "version": "==1.4.0"
-        },
-        "ipython-genutils": {
-            "hashes": [
-                "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8",
-                "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"
-            ],
-            "version": "==0.2.0"
-        },
-        "isort": {
-            "hashes": [
-                "sha256:54da7e92468955c4fceacd0c86bd0ec997b0e1ee80d97f67c35a78b719dccab1",
-                "sha256:6e811fcb295968434526407adb8796944f1988c5b65e8139058f2014cbe100fd"
-            ],
-            "version": "==4.3.21"
+            "version": "==3.4.0"
         },
         "itsdangerous": {
             "hashes": [
@@ -238,17 +213,17 @@
         },
         "jinja2": {
             "hashes": [
-                "sha256:74320bb91f31270f9551d46522e33af46a80c3d619f4a4bf42b3164d30b5911f",
-                "sha256:9fe95f19286cfefaa917656583d020be14e7859c6b0252588391e47db34527de"
+                "sha256:03e47ad063331dd6a3f04a43eddca8a966a26ba0c5b7207a9a9e4e08f1b29419",
+                "sha256:a6d58433de0ae800347cab1fa3043cebbabe8baa9d29e668f1c768cb87a333c6"
             ],
-            "version": "==2.10.3"
+            "version": "==2.11.3"
         },
         "joblib": {
             "hashes": [
-                "sha256:0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8",
-                "sha256:bdb4fd9b72915ffb49fde2229ce482dd7ae79d842ed8c2b4c932441495af1403"
+                "sha256:75ead23f13484a2a414874779d69ade40d4fa1abe62b222a23cd50d4bc822f6f",
+                "sha256:7ad866067ac1fdec27d51c8678ea760601b70e32ff1881d4dc8e1171f2b64b24"
             ],
-            "version": "==0.14.1"
+            "version": "==1.0.0"
         },
         "jsonschema": {
             "hashes": [
@@ -257,87 +232,42 @@
             ],
             "version": "==3.2.0"
         },
-        "jupyter-client": {
-            "hashes": [
-                "sha256:60e6faec1031d63df57f1cc671ed673dced0ed420f4377ea33db37b1c188b910",
-                "sha256:d0c077c9aaa4432ad485e7733e4d91e48f87b4f4bab7d283d42bb24cbbba0a0f"
-            ],
-            "version": "==5.3.4"
-        },
-        "jupyter-core": {
-            "hashes": [
-                "sha256:464769f7387d7a62a2403d067f1ddc616655b7f77f5d810c0dd62cb54bfd0fb9",
-                "sha256:a183e0ec2e8f6adddf62b0a3fc6a2237e3e0056d381e536d3e7c7ecc3067e244"
-            ],
-            "version": "==4.6.1"
-        },
         "kiwisolver": {
             "hashes": [
-                "sha256:05b5b061e09f60f56244adc885c4a7867da25ca387376b02c1efc29cc16bcd0f",
-                "sha256:210d8c39d01758d76c2b9a693567e1657ec661229bc32eac30761fa79b2474b0",
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-                "sha256:3b2378ad387f49cbb328205bda569b9f87288d6bc1bf4cd683c34523a2341efe",
-                "sha256:400599c0fe58d21522cae0e8b22318e09d9729451b17ee61ba8e1e7c0346565c",
-                "sha256:47b8cb81a7d18dbaf4fed6a61c3cecdb5adec7b4ac292bddb0d016d57e8507d5",
-                "sha256:53eaed412477c836e1b9522c19858a8557d6e595077830146182225613b11a75",
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-                "sha256:5c7ca4e449ac9f99b3b9d4693debb1d6d237d1542dd6a56b3305fe8a9620f883",
-                "sha256:682e54f0ce8f45981878756d7203fd01e188cc6c8b2c5e2cf03675390b4534d5",
-                "sha256:76275ee077772c8dde04fb6c5bc24b91af1bb3e7f4816fd1852f1495a64dad93",
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-                "sha256:7f4dd50874177d2bb060d74769210f3bce1af87a8c7cf5b37d032ebf94f0aca3",
-                "sha256:8944a16020c07b682df861207b7e0efcd2f46c7488619cb55f65882279119389",
-                "sha256:8aa7009437640beb2768bfd06da049bad0df85f47ff18426261acecd1cf00897",
-                "sha256:9105ce82dcc32c73eb53a04c869b6a4bc756b43e4385f76ea7943e827f529e4d",
-                "sha256:933df612c453928f1c6faa9236161a1d999a26cd40abf1dc5d7ebbc6dbfb8fca",
-                "sha256:939f36f21a8c571686eb491acfffa9c7f1ac345087281b412d63ea39ca14ec4a",
-                "sha256:9491578147849b93e70d7c1d23cb1229458f71fc79c51d52dce0809b2ca44eea",
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@@ -348,34 +278,24 @@
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@@ -383,30 +303,54 @@
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@@ -429,13 +373,6 @@
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@@ -443,90 +380,55 @@
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@@ -557,10 +459,10 @@
         },
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+            "version": "==20.9"
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@@ -594,12 +496,6 @@
             "index": "pypi",
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@@ -609,36 +505,46 @@
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@@ -647,54 +553,61 @@
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@@ -705,31 +618,16 @@
         },
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         "pyrsistent": {
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-            "version": "==0.14.1"
+            "version": "==0.17.3"
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         "python-dateutil": {
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@@ -740,24 +638,32 @@
         },
         "pytz": {
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-            "version": "==2019.3"
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@@ -765,6 +671,7 @@
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@@ -773,79 +680,57 @@
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@@ -871,43 +756,41 @@
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-            "version": "==1.14.0"
+            "version": "==1.15.0"
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@@ -930,20 +813,21 @@
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@@ -977,16 +861,10 @@
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@@ -1006,85 +884,49 @@
             ],
             "version": "==7.3.1"
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@@ -1095,16 +937,10 @@
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@@ -1124,48 +960,113 @@
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@@ -1190,18 +1091,18 @@
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@@ -1220,24 +1121,24 @@
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@@ -1248,17 +1149,17 @@
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@@ -1268,12 +1169,19 @@
             "index": "pypi",
             "version": "==1.2.3"
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+        "jupyterlab-pygments": {
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@@ -1281,30 +1189,54 @@
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@@ -1315,54 +1247,68 @@
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-                "sha256:f67d76a68b1074a91693e95dea903ea01fd02be7c9fac5a4b870b8475caed805"
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-            "version": "==4.7.0"
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@@ -1373,37 +1319,52 @@
         },
         "prometheus-client": {
             "hashes": [
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@@ -1414,36 +1375,40 @@
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+                "sha256:75b68890219231bd60556a1c6e0d2dc05fa1b179a26c876442c83a0d77958bc9",
+                "sha256:75fa832c79ce30a23cd44a4e89224c651ef6bf5144b842ad066246e914b92233",
+                "sha256:7b6c855c562d1c1bf7a1ba72c2617c8298e0fa1b1c08dc8d60e225031567ad9e",
+                "sha256:841e9563ce9bd33fe9f227ec680ac033e9f1060977d613568c1dcbff09e74cc9",
+                "sha256:849444c1699c244d5770d3a684c51f024e95c538f71dd3d1ff423a91745bab7f",
+                "sha256:86cb0982b02b4fc2fbd4a65155289e0e4e5015982dbe2db14f8856c303cffa08",
+                "sha256:888d850d4b7e1426d210e901bd93075991b36fe0e2ae2547ce5c18b96df95250",
+                "sha256:9bae89912cac9f03d41adb66981f6e753cfd4e451937b2cd435d732fd4ccb1a3",
+                "sha256:b68033181dc2e622bb5baa9b16d5933303779a03dc89860f4c44f629426d802c",
+                "sha256:bc9f2c26485dc76520084ee8d76f18171cc89f24f801bed8402302ee99dbbcd9",
+                "sha256:c2a8d70fe2a321a83d274970481eb244bff027b58511e943ef564721530ba786",
+                "sha256:c6b1d235a08f2c42480cb9a0a5cd2a29c391052d8bc8f43db86aa15387734a33",
+                "sha256:cc814880ba27f2ea8cea48ff3b480076266d4dd9c3fe29ef6e5a0a807639abe7",
+                "sha256:d66724bf0d423aa18c9ea43a1bf24ed5c1d143f00bdace7c1b7fc3034f188cc9",
+                "sha256:d77f6eb839097e4bce96fcac7e05e33b677efe0385bd0ab6c2a9ea818ed7e8f9",
+                "sha256:d7b82a959e5e22d492f4f5a1e650e909a6c8c76ede178f538313ddb9d1e92963",
+                "sha256:f3ad3f77ed6a3cf31f61170fc1733afd83a4cf8e02edde0762d4e630bce2a97e",
+                "sha256:ff236d8653f8bb74198223c7af77b9378714f411d6d95255d97c2d69bf991b20"
+            ],
+            "version": "==22.0.2"
         },
         "send2trash": {
             "hashes": [
@@ -1454,17 +1419,17 @@
         },
         "six": {
             "hashes": [
-                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
-                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
+                "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
+                "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "version": "==1.14.0"
+            "version": "==1.15.0"
         },
         "terminado": {
             "hashes": [
-                "sha256:4804a774f802306a7d9af7322193c5390f1da0abb429e082a10ef1d46e6fb2c2",
-                "sha256:a43dcb3e353bc680dd0783b1d9c3fc28d529f190bc54ba9a229f72fe6e7a54d7"
+                "sha256:23a053e06b22711269563c8bb96b36a036a86be8b5353e85e804f89b84aaa23f",
+                "sha256:89e6d94b19e4bc9dce0ffd908dfaf55cc78a9bf735934e915a4a96f65ac9704c"
             ],
-            "version": "==0.8.3"
+            "version": "==0.9.2"
         },
         "testpath": {
             "hashes": [
@@ -1475,29 +1440,72 @@
         },
         "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"
+            ],
+            "version": "==6.1"
         },
         "traitlets": {
             "hashes": [
-                "sha256:70b4c6a1d9019d7b4f6846832288f86998aa3b9207c6821f3578a6a6a467fe44",
-                "sha256:d023ee369ddd2763310e4c3eae1ff649689440d4ae59d7485eb4cfbbe3e359f7"
+                "sha256:178f4ce988f69189f7e523337a3e11d91c786ded9360174a3d9ca83e79bc5396",
+                "sha256:69ff3f9d5351f31a7ad80443c2674b7099df13cc41fc5fa6e2f6d3b0330b0426"
             ],
-            "version": "==4.3.3"
+            "version": "==5.0.5"
+        },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:7cb407020f00f7bfc3cb3e7881628838e69d8f3fcab2f64742a5e76b2f841918",
+                "sha256:99d4073b617d30288f569d3f13d2bd7548c3a7e4c8de87db09a9d29bb3a4a60c",
+                "sha256:dafc7639cde7f1b6e1acc0f457842a83e722ccca8eef5270af2d74792619a89f"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==3.7.4.3"
         },
         "wcwidth": {
             "hashes": [
-                "sha256:8fd29383f539be45b20bd4df0dc29c20ba48654a41e661925e612311e9f3c603",
-                "sha256:f28b3e8a6483e5d49e7f8949ac1a78314e740333ae305b4ba5defd3e74fb37a8"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
+                "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"
             ],
-            "version": "==0.1.8"
+            "version": "==0.2.5"
         },
         "webencodings": {
             "hashes": [
@@ -1508,10 +1516,10 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:8dda78f06bd1674bd8720df8a50bb47b6e1233c503a4eed8e7810686bde37656",
-                "sha256:d38fbe01bbf7a3593a32bc35a9c4453c32bc42b98c377f9bff7e9f8da157786c"
+                "sha256:102c24ef8f171fd729d46599845e95c7ab894a4cf45f5de11a44cc7444fb1108",
+                "sha256:ed5eee1974372595f9e416cc7bbeeb12335201d8081ca8a0743c954d4446e5cb"
             ],
-            "version": "==1.0.0"
+            "version": "==3.4.0"
         }
     }
 }
diff --git a/requirements.txt b/requirements.txt
index 92d54f2..b1e210f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,97 +1,74 @@
--i https://pypi.org/simple
+-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==4.2
+attrs==20.3.0
+bleach==3.3.0
 blis==0.4.1
-certifi==2019.11.28
-chardet==3.0.4
-click==7.0
-colorama==0.4.3
-confuse==1.0.0
+certifi==2020.12.5
+chardet==4.0.0
+click==7.1.2
+colorama==0.4.4
+confuse==1.4.0
 cycler==0.10.0
-cymem==2.0.3
-decorator==4.4.1
-defusedxml==0.6.0
+cymem==2.0.5
+decorator==4.4.2
 entrypoints==0.3
 flask==1.1.1
 future==0.18.2
 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
+idna==2.10
+imageio==2.9.0
+importlib-metadata==3.4.0 ; python_version < '3.8'
 itsdangerous==1.1.0
-jinja2==2.10.3
-joblib==0.14.1
+jinja2==2.11.3
+joblib==1.0.0
 jsonschema==3.2.0
-jupyter-client==5.3.4
-jupyter-core==4.6.1
-kiwisolver==1.1.0
-lazy-object-proxy==1.4.3
+kiwisolver==1.3.1
 lime==0.1.1.36
-llvmlite==0.31.0
+llvmlite==0.35.0
 markupsafe==1.1.1
 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
+murmurhash==1.0.5
+networkx==2.5
+numba==0.52.0
 numpy==1.17.4
-packaging==20.0
+packaging==20.9
 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
+phik==0.11.0
+pillow==8.1.0
 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==3.0.5
+pyerfa==1.7.1.1
 pyod==0.7.5
-pyparsing==2.4.6
-pyrsistent==0.15.7
-pytest-pylint==0.14.1
-pytest==5.3.3
+pyparsing==2.4.7
+pyrsistent==0.17.3
 python-dateutil==2.8.1
-pytz==2019.3
+pytz==2021.1
 pywavelets==1.1.1
-pyyaml==5.3
-pyzmq==18.1.1
-requests==2.22.0
-scikit-image==0.16.2
+pyyaml==5.4.1
+requests==2.25.1
+scikit-image==0.18.1
 scikit-learn==0.21.3
-scipy==1.4.1
-seaborn==0.9.0
-six==1.14.0
+scipy==1.6.0
+seaborn==0.11.1
+six==1.15.0
 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==0.8.7
 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
+tifffile==2021.2.1
+toolz==0.11.1
+tqdm==4.56.0
+typing-extensions==3.7.4.3 ; python_version < '3.8'
+urllib3==1.26.3
+wasabi==0.8.2
 webencodings==0.5.1
-werkzeug==0.16.0
-wrapt==1.11.2
+werkzeug==1.0.1
 xlrd==1.2.0
 yellowbrick==1.0.1
-zipp==1.0.0
+zipp==3.4.0