diff --git a/Pipfile.lock b/Pipfile.lock
index 541b9a9..af6e013 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -24,33 +24,25 @@
             "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"
+                "sha256:14a2f070824b9c3d0b8e9168e8aa6ea9a10e2d005e5a41a3245a38cc9679190d",
+                "sha256:46dfec9d03d30727ad931abfd94c51b52334b021be19de96bdb047aa890dfcc0",
+                "sha256:5c304a6c1845ca426e7bc319412b0363fccb4928cb4ba59298acd1918eec44b5",
+                "sha256:606029383730b7ebf8870664efb34391e546e1f247324b07f5aae0e518acdc95",
+                "sha256:6ccacc159391cc39069a705aa25e39ad7494573162d8938d288515b7d22bd212",
+                "sha256:755077baecfbe2122ff56c1a0d61e905cc3ef43105ef0167968eb4ce3f4469b4",
+                "sha256:7a1f5146cccdcf89070c829012ae2f8ef4f64385fbeafd80cde91708dba32132",
+                "sha256:86ccbf614d63440680196c1251cb77abf3df393176aec4f441959d43f28f617d",
+                "sha256:878ee573d30566d1282c8891a7c1ddf446b3502f30b925b13d6ed2c847b28653",
+                "sha256:9bc66cdfff353563a0f8d56da53d2d3c7dcb6d96930b48ad1146f1c5c9dc3c00",
+                "sha256:ac33edfbe484a6a1a4cda6a918218853e19899ce75488356a8186115fc37c70e",
+                "sha256:b5007f16202cbebf509920cebaa7312ca3953fd9b201688db934a218d2f4ceea",
+                "sha256:c0a92f0bab6440b39c89c21e7f667cf1437281ae59cc28f5d2ec48fd04d343e6",
+                "sha256:d8a8db0b69256b357ae5544bc31c4f21fad1f067d2cc3e9936c646dea5b7d908",
+                "sha256:e145c050408d911c104b2eab0c40a66853703346e18505d75240c383a34ec56a"
+            ],
+            "version": "==4.0.1.post1"
         },
         "attrs": {
             "hashes": [
@@ -61,10 +53,11 @@
         },
         "bleach": {
             "hashes": [
-                "sha256:213336e49e102af26d9cde77dd2d0397afabc5a6bf2fed985dc35b5d1e285a16",
-                "sha256:3fdf7f77adcf649c9911387df51254b813185e32b2c6619f690b593a617e19fa"
+                "sha256:cc8da25076a1fe56c3ac63671e2194458e0c4d9c7becfd52ca251650d517903c",
+                "sha256:e78e426105ac07026ba098f04de8abe9b6e3e98b5befbf89b51a5ef0a4292b03"
             ],
-            "version": "==3.1.0"
+            "index": "pypi",
+            "version": "==3.1.4"
         },
         "blis": {
             "hashes": [
@@ -89,10 +82,10 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:1d987a998c75633c40847cc966fcf5904906c920a7f17ef374f5aa4282abd304",
+                "sha256:51fcb31174be6e6664c5f69e3e1691a2d72a1a12e90f872cbdb1567eb47b6519"
             ],
-            "version": "==2019.11.28"
+            "version": "==2020.4.5.1"
         },
         "chardet": {
             "hashes": [
@@ -103,10 +96,10 @@
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
+                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
             ],
-            "version": "==7.0"
+            "version": "==7.1.2"
         },
         "colorama": {
             "hashes": [
@@ -117,9 +110,9 @@
         },
         "confuse": {
             "hashes": [
-                "sha256:5977c6a876b179f8c86ecaf530cc24bf00baaad028c3350b502ee6949536188c"
+                "sha256:adc1979ea6f4c0dd3d6fe06020c189843a649082ab8f6fb54db16f4ac5e5e1da"
             ],
-            "version": "==1.0.0"
+            "version": "==1.1.0"
         },
         "cycler": {
             "hashes": [
@@ -147,17 +140,10 @@
         },
         "decorator": {
             "hashes": [
-                "sha256:54c38050039232e1db4ad7375cfce6748d7b41c29e95a081c8a6d2c30364a2ce",
-                "sha256:5d19b92a3c8f7f101c8dd86afd86b0f061a8ce4540ab8cd401fa2542756bce6d"
-            ],
-            "version": "==4.4.1"
-        },
-        "defusedxml": {
-            "hashes": [
-                "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93",
-                "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"
+                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
+                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
             ],
-            "version": "==0.6.0"
+            "version": "==4.4.2"
         },
         "entrypoints": {
             "hashes": [
@@ -195,39 +181,25 @@
         },
         "idna": {
             "hashes": [
-                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
-                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
+                "sha256:7588d1c14ae4c77d74036e8c22ff447b26d0fde8f007354fd48a7814db15b7cb",
+                "sha256:a068a21ceac8a4d63dbfd964670474107f541babbd2250d61922f029858365fa"
             ],
-            "version": "==2.8"
+            "version": "==2.9"
         },
         "imageio": {
             "hashes": [
-                "sha256:c9763e5c187ecf74091c845626b0bdcc6130a20a0de7a86ae0108e2b5335ed3f",
-                "sha256:f44eb231b9df485874f2ffd22dfd0c3c711e7de076516b9374edea5c65bc67ae"
+                "sha256:1e4ab29b3775bb093c7a35854a0412857145450183344678829b30e72263b001",
+                "sha256:fb5fd6d3d17126bbaac9af29fe340e2c97a196eb9416d4f28c0e543744a152cf"
             ],
-            "version": "==2.6.1"
+            "version": "==2.8.0"
         },
         "importlib-metadata": {
             "hashes": [
-                "sha256:bdd9b7c397c273bcc9a11d6629a38487cd07154fa255a467bf704cd2c258e359",
-                "sha256:f17c015735e1a88296994c0697ecea7e11db24290941983b08c9feb30921e6d8"
+                "sha256:2a688cbaa90e0cc587f1df48bdc97a6eadccdcd9c35fb3f976a09e3b5016d90f",
+                "sha256:34513a8a0c4962bc66d35b359558fd8a5e10cd472d37aec5f66858addef32c1e"
             ],
             "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": "==1.6.0"
         },
         "itsdangerous": {
             "hashes": [
@@ -238,17 +210,17 @@
         },
         "jinja2": {
             "hashes": [
-                "sha256:74320bb91f31270f9551d46522e33af46a80c3d619f4a4bf42b3164d30b5911f",
-                "sha256:9fe95f19286cfefaa917656583d020be14e7859c6b0252588391e47db34527de"
+                "sha256:89aab215427ef59c34ad58735269eb58b1a5808103067f7bb9d5836c651b3bb0",
+                "sha256:f0a4641d3cf955324a89c04f3d94663aa4d638abe8f733ecd3582848e1c37035"
             ],
-            "version": "==2.10.3"
+            "version": "==2.11.2"
         },
         "joblib": {
             "hashes": [
-                "sha256:0630eea4f5664c463f23fbf5dcfc54a2bc6168902719fa8e19daf033022786c8",
-                "sha256:bdb4fd9b72915ffb49fde2229ce482dd7ae79d842ed8c2b4c932441495af1403"
+                "sha256:61e49189c84b3c5d99a969d314853f4d1d263316cc694bec17548ebaa9c47b6e",
+                "sha256:6825784ffda353cc8a1be573118085789e5b5d29401856b35b756645ab5aecb5"
             ],
-            "version": "==0.14.1"
+            "version": "==0.15.1"
         },
         "jsonschema": {
             "hashes": [
@@ -257,87 +229,26 @@
             ],
             "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": [
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-                "sha256:210d8c39d01758d76c2b9a693567e1657ec661229bc32eac30761fa79b2474b0",
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-                "sha256:3b15d56a9cd40c52d7ab763ff0bc700edbb4e1a298dc43715ecccd605002cf11",
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-                "sha256:400599c0fe58d21522cae0e8b22318e09d9729451b17ee61ba8e1e7c0346565c",
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-                "sha256:fe51b79da0062f8e9d49ed0182a626a7dc7a0cbca0328f612c6ee5e4711c81e4"
+                "sha256:03662cbd3e6729f341a97dd2690b271e51a67a68322affab12a5b011344b973c",
+                "sha256:18d749f3e56c0480dccd1714230da0f328e6e4accf188dd4e6884bdd06bf02dd",
+                "sha256:247800260cd38160c362d211dcaf4ed0f7816afb5efe56544748b21d6ad6d17f",
+                "sha256:443c2320520eda0a5b930b2725b26f6175ca4453c61f739fef7a5847bd262f74",
+                "sha256:4eadb361baf3069f278b055e3bb53fa189cea2fd02cb2c353b7a99ebb4477ef1",
+                "sha256:556da0a5f60f6486ec4969abbc1dd83cf9b5c2deadc8288508e55c0f5f87d29c",
+                "sha256:603162139684ee56bcd57acc74035fceed7dd8d732f38c0959c8bd157f913fec",
+                "sha256:60a78858580761fe611d22127868f3dc9f98871e6fdf0a15cc4203ed9ba6179b",
+                "sha256:7cc095a4661bdd8a5742aaf7c10ea9fac142d76ff1770a0f84394038126d8fc7",
+                "sha256:c31bc3c8e903d60a1ea31a754c72559398d91b5929fcb329b1c3a3d3f6e72113",
+                "sha256:c955791d80e464da3b471ab41eb65cf5a40c15ce9b001fdc5bbc241170de58ec",
+                "sha256:d069ef4b20b1e6b19f790d00097a5d5d2c50871b66d10075dab78938dc2ee2cf",
+                "sha256:d52b989dc23cdaa92582ceb4af8d5bcc94d74b2c3e64cd6785558ec6a879793e",
+                "sha256:e586b28354d7b6584d8973656a7954b1c69c93f708c0c07b77884f91640b7657",
+                "sha256:efcf3397ae1e3c3a4a0a0636542bcad5adad3b1dd3e8e629d0b6e201347176c8",
+                "sha256:fccefc0d36a38c57b7bd233a9b485e2f1eb71903ca7ad7adacad6c28a56d62d2"
             ],
-            "version": "==1.1.0"
-        },
-        "lazy-object-proxy": {
-            "hashes": [
-                "sha256:0c4b206227a8097f05c4dbdd323c50edf81f15db3b8dc064d08c62d37e1a504d",
-                "sha256:194d092e6f246b906e8f70884e620e459fc54db3259e60cf69a4d66c3fda3449",
-                "sha256:1be7e4c9f96948003609aa6c974ae59830a6baecc5376c25c92d7d697e684c08",
-                "sha256:4677f594e474c91da97f489fea5b7daa17b5517190899cf213697e48d3902f5a",
-                "sha256:48dab84ebd4831077b150572aec802f303117c8cc5c871e182447281ebf3ac50",
-                "sha256:5541cada25cd173702dbd99f8e22434105456314462326f06dba3e180f203dfd",
-                "sha256:59f79fef100b09564bc2df42ea2d8d21a64fdcda64979c0fa3db7bdaabaf6239",
-                "sha256:8d859b89baf8ef7f8bc6b00aa20316483d67f0b1cbf422f5b4dc56701c8f2ffb",
-                "sha256:9254f4358b9b541e3441b007a0ea0764b9d056afdeafc1a5569eee1cc6c1b9ea",
-                "sha256:9651375199045a358eb6741df3e02a651e0330be090b3bc79f6d0de31a80ec3e",
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-                "sha256:d74bb8693bf9cf75ac3b47a54d716bbb1a92648d5f781fc799347cfc95952383",
-                "sha256:d945239a5639b3ff35b70a88c5f2f491913eb94871780ebfabb2568bd58afc5a",
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-            "version": "==1.4.3"
+            "version": "==1.2.0"
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         "lime": {
             "hashes": [
@@ -348,34 +259,24 @@
         },
         "llvmlite": {
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-            "version": "==0.31.0"
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+                "sha256:7a739c86a4cb57d8cfde086a33e13145a4d58c84991a4f8d3b8cd966bcfe4748",
+                "sha256:811c9bc7ba4a8c11f9d6925ea3aba9259786e89f4cecd93b6915e5f5cb5aec40",
+                "sha256:a1598c7ce5077ae557a1cb3a82bff46edd3068293d83ba3634fd10e210c5bba7",
+                "sha256:a914e2ac2e83442f0d2a23530aed2a8dcdad52170b864554bc29af36f44a9c3f",
+                "sha256:e8a50067a7f62cc2fbff230e8b35b18d709e55849ab57d8da56f45487224b27e",
+                "sha256:f8f9c437f3b0308d27d089f4e3e039327f803b1c29f383f63d69093f519e9f64",
+                "sha256:fb0b94d5d3db37049956e113789af330d382b4c7df31288a763de283a2d5e72a"
+            ],
+            "version": "==0.32.1"
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         "markupsafe": {
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@@ -383,13 +284,16 @@
                 "sha256:09027a7803a62ca78792ad89403b1b7a73a01c8cb65909cd876f7fcebd79b161",
                 "sha256:09c4b7f37d6c648cb13f9230d847adf22f8171b1ccc4d5682398e77f40309235",
                 "sha256:1027c282dad077d0bae18be6794e6b6b8c91d58ed8a8d89a89d59693b9131db5",
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                 "sha256:43a55c2930bbc139570ac2452adf3d70cdbb3cfe5912c71cdce1c2c6bbd9c5d1",
                 "sha256:46c99d2de99945ec5cb54f23c8cd5689f6d7177305ebff350a58ce5f8de1669e",
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                 "sha256:535f6fc4d397c1563d08b88e485c3496cf5784e927af890fb3c3aac7f933ec66",
+                "sha256:596510de112c685489095da617b5bcbbac7dd6384aeebeda4df6025d0256a81b",
                 "sha256:62fe6c95e3ec8a7fad637b7f3d372c15ec1caa01ab47926cfdf7a75b40e0eac1",
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                 "sha256:6dd73240d2af64df90aa7c4e7481e23825ea70af4b4922f8ede5b9e35f78a3b1",
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                 "sha256:79855e1c5b8da654cf486b830bd42c06e8780cea587384cf6545b7d9ac013a0b",
@@ -406,7 +310,9 @@
                 "sha256:ba59edeaa2fc6114428f1637ffff42da1e311e29382d81b339c1817d37ec93c6",
                 "sha256:c8716a48d94b06bb3b2524c2b77e055fb313aeb4ea620c8dd03a105574ba704f",
                 "sha256:cd5df75523866410809ca100dc9681e301e3c27567cf498077e8551b6d20e42f",
-                "sha256:e249096428b3ae81b08327a63a485ad0878de3fb939049038579ac0ef61e17e7"
+                "sha256:cdb132fc825c38e1aeec2c8aa9338310d29d337bebbd7baa06889d09a60a1fa2",
+                "sha256:e249096428b3ae81b08327a63a485ad0878de3fb939049038579ac0ef61e17e7",
+                "sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be"
             ],
             "version": "==1.1.1"
         },
@@ -429,13 +335,6 @@
             "index": "pypi",
             "version": "==3.1.2"
         },
-        "mccabe": {
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-                "sha256:dd8d182285a0fe56bace7f45b5e7d1a6ebcbf524e8f3bd87eb0f125271b8831f"
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         "missingno": {
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                 "sha256:02eb92085e4efa0d4c06239750ac44a8d6cc5979bf5b954a09c47b648413ff41",
@@ -443,20 +342,6 @@
             ],
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-                "sha256:88a1051873018da288eee8538d476dffe1262495144b33ecb586c4ab266bb8d4"
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-                "sha256:c468adec578380b6281a114cb8a5db34eb1116277da92d7c46f904f0b52d3288"
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                 "sha256:27b908fe4bdb426f4e4e4a8821acbe0302915b2945e035ec9d8ca513e2a74b1f",
@@ -478,20 +363,6 @@
             ],
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-                "sha256:d1407544cf0c53ee88f504b6c732aef6e0f407a0858b405fcf133e0a25bb787b"
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                 "sha256:cdfbf698749a5014bf2ed9db4a07a5295df1d3a53bf80bf3cbd61edf9df05fa1",
@@ -501,32 +372,27 @@
         },
         "numba": {
             "hashes": [
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-                "sha256:ad51c2b31d88ae063588db22cb88a307e84cc02e0808238c8d8ed951b8496f1c",
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-                "sha256:fb03e4bf267457dc4099e256780b0d6ebe41ee8993cd99510c810fa005c3aeb1",
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-            "version": "==0.47.0"
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+                "sha256:7dd1b128fb67436c7ba0d0e0342254a009efe33cf4f11848bf9db7718ff25592",
+                "sha256:89e1ad8215918036b0ffc53501888d44ed44c1f2cb09a9e047d06af5cd7e7a5a",
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+                "sha256:d5477bc0697ecbc5be62e365d50fcf1ca22550f9f339658fa231b4644e8107e2"
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+            "version": "==0.49.1"
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         "numpy": {
             "hashes": [
@@ -555,13 +421,6 @@
             "index": "pypi",
             "version": "==1.17.4"
         },
-        "packaging": {
-            "hashes": [
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                 "sha256:00dff3a8e337f5ed7ad295d98a31821d3d0fe7792da82d78d7fd79b89c03ea9d",
@@ -594,12 +453,6 @@
             "index": "pypi",
             "version": "==2.3.0"
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-        "pandocfilters": {
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@@ -609,36 +462,36 @@
         },
         "phik": {
             "hashes": [
-                "sha256:c398452c5c1eea153905666b289c6a153712cf3d58811fa41e2bbbd27a65d678"
+                "sha256:b745313c5ff9d6a3092eefa97f83fa4dbed178c9ce69161b655e95497cb2f38b"
             ],
-            "version": "==0.9.8"
+            "version": "==0.10.0"
         },
         "pillow": {
             "hashes": [
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+            "version": "==7.1.2"
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@@ -647,13 +500,6 @@
             ],
             "version": "==1.1.3"
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@@ -675,27 +521,6 @@
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                 "sha256:a93c22bff97593ccc7be6a8e597c75fa66c047bd22e537f8f78360610085c9ae"
@@ -705,31 +530,16 @@
         },
         "pyparsing": {
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-                "sha256:c342dccb5250c08d45fd6f8b4a559613ca603b57498511740e65cd11a2e7dcec"
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-            "version": "==2.4.6"
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         "pyrsistent": {
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+                "sha256:28669905fe725965daa16184933676547c5bb40a5153055a8dee2a4bd7933ad3"
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-            "version": "==0.14.1"
+            "version": "==0.16.0"
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         "python-dateutil": {
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@@ -740,10 +550,10 @@
         },
         "pytz": {
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-            "version": "==2019.3"
+            "version": "==2020.1"
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         "pywavelets": {
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@@ -773,79 +583,44 @@
         },
         "pyyaml": {
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@@ -897,17 +672,17 @@
         },
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@@ -930,20 +705,20 @@
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+            "version": "==1.0.2"
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@@ -977,16 +752,10 @@
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@@ -1006,71 +775,32 @@
             ],
             "version": "==7.3.1"
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-            "markers": "implementation_name == 'cpython' and python_version < '3.8'",
-            "version": "==1.4.1"
+            "version": "==4.46.0"
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-            "version": "==1.25.7"
+            "version": "==1.25.9"
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@@ -1079,13 +809,6 @@
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@@ -1095,16 +818,10 @@
         },
         "werkzeug": {
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-        "wrapt": {
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-                "sha256:565a021fd19419476b9362b05eeaa094178de64f8361e44468f9e9d7843901e1"
+                "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43",
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-            "version": "==1.11.2"
+            "version": "==1.0.1"
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         "xlrd": {
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@@ -1124,21 +841,13 @@
         },
         "zipp": {
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-                "sha256:8dda78f06bd1674bd8720df8a50bb47b6e1233c503a4eed8e7810686bde37656",
-                "sha256:d38fbe01bbf7a3593a32bc35a9c4453c32bc42b98c377f9bff7e9f8da157786c"
+                "sha256:aa36550ff0c0b7ef7fa639055d797116ee891440eac1a56f378e2d3179e0320b",
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-            "version": "==1.0.0"
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                 "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
@@ -1155,17 +864,18 @@
         },
         "bleach": {
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-                "sha256:3fdf7f77adcf649c9911387df51254b813185e32b2c6619f690b593a617e19fa"
+                "sha256:cc8da25076a1fe56c3ac63671e2194458e0c4d9c7becfd52ca251650d517903c",
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-            "version": "==3.1.0"
+            "index": "pypi",
+            "version": "==3.1.4"
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-                "sha256:5d19b92a3c8f7f101c8dd86afd86b0f061a8ce4540ab8cd401fa2542756bce6d"
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@@ -1190,18 +900,18 @@
         },
         "importlib-metadata": {
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-                "sha256:bdd9b7c397c273bcc9a11d6629a38487cd07154fa255a467bf704cd2c258e359",
-                "sha256:f17c015735e1a88296994c0697ecea7e11db24290941983b08c9feb30921e6d8"
+                "sha256:2a688cbaa90e0cc587f1df48bdc97a6eadccdcd9c35fb3f976a09e3b5016d90f",
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             "markers": "python_version < '3.8'",
-            "version": "==1.4.0"
+            "version": "==1.6.0"
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         "ipykernel": {
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-                "sha256:1a7def9c986f1ee018c1138d16951932d4c9d4da01dad45f9d34e9899565a22f",
-                "sha256:b368ad13edb71fa2db367a01e755a925d7f75ed5e09fbd3f06c85e7a8ef108a8"
+                "sha256:731adb3f2c4ebcaff52e10a855ddc87670359a89c9c784d711e62d66fccdafae",
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+            "version": "==5.3.0"
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@@ -1220,24 +930,24 @@
         },
         "jedi": {
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-                "sha256:1349c1e8c107095a55386628bb3b2a79422f3a2cab8381e34ce19909e0cf5064",
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-            "version": "==0.15.2"
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-                "sha256:9fe95f19286cfefaa917656583d020be14e7859c6b0252588391e47db34527de"
+                "sha256:89aab215427ef59c34ad58735269eb58b1a5808103067f7bb9d5836c651b3bb0",
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-            "version": "==2.10.3"
+            "version": "==2.11.2"
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@@ -1248,17 +958,17 @@
         },
         "jupyter-client": {
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-                "sha256:d0c077c9aaa4432ad485e7733e4d91e48f87b4f4bab7d283d42bb24cbbba0a0f"
+                "sha256:3a32fa4d0b16d1c626b30c3002a62dfd86d6863ed39eaba3f537fade197bb756",
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+                "sha256:394fd5dd787e7c8861741880bdf8a00ce39f95de5d18e579c74b882522219e7e",
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@@ -1270,10 +980,10 @@
         },
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-                "sha256:d0977527bfce6f47c782cb6bf79d2c949ebe3f22ac695fa000b730c671445dad",
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@@ -1281,13 +991,16 @@
                 "sha256:09027a7803a62ca78792ad89403b1b7a73a01c8cb65909cd876f7fcebd79b161",
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                 "sha256:500d4957e52ddc3351cabf489e79c91c17f6e0899158447047588650b5e69183",
                 "sha256:535f6fc4d397c1563d08b88e485c3496cf5784e927af890fb3c3aac7f933ec66",
+                "sha256:596510de112c685489095da617b5bcbbac7dd6384aeebeda4df6025d0256a81b",
                 "sha256:62fe6c95e3ec8a7fad637b7f3d372c15ec1caa01ab47926cfdf7a75b40e0eac1",
+                "sha256:6788b695d50a51edb699cb55e35487e430fa21f1ed838122d722e0ff0ac5ba15",
                 "sha256:6dd73240d2af64df90aa7c4e7481e23825ea70af4b4922f8ede5b9e35f78a3b1",
                 "sha256:717ba8fe3ae9cc0006d7c451f0bb265ee07739daf76355d06366154ee68d221e",
                 "sha256:79855e1c5b8da654cf486b830bd42c06e8780cea587384cf6545b7d9ac013a0b",
@@ -1304,7 +1017,9 @@
                 "sha256:ba59edeaa2fc6114428f1637ffff42da1e311e29382d81b339c1817d37ec93c6",
                 "sha256:c8716a48d94b06bb3b2524c2b77e055fb313aeb4ea620c8dd03a105574ba704f",
                 "sha256:cd5df75523866410809ca100dc9681e301e3c27567cf498077e8551b6d20e42f",
-                "sha256:e249096428b3ae81b08327a63a485ad0878de3fb939049038579ac0ef61e17e7"
+                "sha256:cdb132fc825c38e1aeec2c8aa9338310d29d337bebbd7baa06889d09a60a1fa2",
+                "sha256:e249096428b3ae81b08327a63a485ad0878de3fb939049038579ac0ef61e17e7",
+                "sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be"
             ],
             "version": "==1.1.1"
         },
@@ -1315,13 +1030,6 @@
             ],
             "version": "==0.8.4"
         },
-        "more-itertools": {
-            "hashes": [
-                "sha256:1a2a32c72400d365000412fe08eb4a24ebee89997c18d3d147544f70f5403b39",
-                "sha256:c468adec578380b6281a114cb8a5db34eb1116277da92d7c46f904f0b52d3288"
-            ],
-            "version": "==8.1.0"
-        },
         "nbconvert": {
             "hashes": [
                 "sha256:21fb48e700b43e82ba0e3142421a659d7739b65568cc832a13976a77be16b523",
@@ -1331,17 +1039,17 @@
         },
         "nbformat": {
             "hashes": [
-                "sha256:cca9a1acfd4e049dcd6c3628d3c84db8e48a770182fb7b87d6a62f9ceacfae39",
-                "sha256:d1407544cf0c53ee88f504b6c732aef6e0f407a0858b405fcf133e0a25bb787b"
+                "sha256:049af048ed76b95c3c44043620c17e56bc001329e07f83fec4f177f0e3d7b757",
+                "sha256:276343c78a9660ab2a63c28cc33da5f7c58c092b3f3a40b6017ae2ce6689320d"
             ],
-            "version": "==5.0.3"
+            "version": "==5.0.6"
         },
         "notebook": {
             "hashes": [
-                "sha256:399a4411e171170173344761e7fd4491a3625659881f76ce47c50231ed714d9b",
-                "sha256:f67d76a68b1074a91693e95dea903ea01fd02be7c9fac5a4b870b8475caed805"
+                "sha256:3edc616c684214292994a3af05eaea4cc043f6b4247d830f3a2f209fa7639a80",
+                "sha256:47a9092975c9e7965ada00b9a20f0cf637d001db60d241d479f53c0be117ad48"
             ],
-            "version": "==6.0.2"
+            "version": "==6.0.3"
         },
         "pandocfilters": {
             "hashes": [
@@ -1351,18 +1059,18 @@
         },
         "parso": {
             "hashes": [
-                "sha256:55cf25df1a35fd88b878715874d2c4dc1ad3f0eebd1e0266a67e1f55efccfbe1",
-                "sha256:5c1f7791de6bd5dbbeac8db0ef5594b36799de198b3f7f7014643b0c5536b9d3"
+                "sha256:158c140fc04112dc45bca311633ae5033c2c2a7b732fa33d0955bad8152a8dd0",
+                "sha256:908e9fae2144a076d72ae4e25539143d40b8e3eafbaeae03c1bfe226f4cdf12c"
             ],
-            "version": "==0.5.2"
+            "version": "==0.7.0"
         },
         "pexpect": {
             "hashes": [
-                "sha256:2094eefdfcf37a1fdbfb9aa090862c1a4878e5c7e0e7e7088bdb511c558e5cd1",
-                "sha256:9e2c1fd0e6ee3a49b28f95d4b33bc389c89b20af6a1255906e90ff1262ce62eb"
+                "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937",
+                "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"
             ],
             "markers": "sys_platform != 'win32'",
-            "version": "==4.7.0"
+            "version": "==4.8.0"
         },
         "pickleshare": {
             "hashes": [
@@ -1373,16 +1081,17 @@
         },
         "prometheus-client": {
             "hashes": [
-                "sha256:71cd24a2b3eb335cb800c7159f423df1bd4dcd5171b234be15e3f31ec9f622da"
+                "sha256:983c7ac4b47478720db338f1491ef67a100b474e3bc7dafcbaefb7d0b8f9b01c",
+                "sha256:c6e6b706833a6bd1fd51711299edee907857be10ece535126a158f911ee80915"
             ],
-            "version": "==0.7.1"
+            "version": "==0.8.0"
         },
         "prompt-toolkit": {
             "hashes": [
-                "sha256:0278d2f51b5ceba6ea8da39f76d15684e84c996b325475f6e5720edc584326a7",
-                "sha256:63daee79aa8366c8f1c637f1a4876b890da5fc92a19ebd2f7080ebacb901e990"
+                "sha256:563d1a4140b63ff9dd587bda9557cffb2fe73650205ab6f4383092fb882e7dc8",
+                "sha256:df7e9e63aea609b1da3a65641ceaf5bc7d05e0a04de5bd45d05dbeffbabf9e04"
             ],
-            "version": "==3.0.2"
+            "version": "==3.0.5"
         },
         "ptyprocess": {
             "hashes": [
@@ -1394,16 +1103,16 @@
         },
         "pygments": {
             "hashes": [
-                "sha256:2a3fe295e54a20164a9df49c75fa58526d3be48e14aceba6d6b1e8ac0bfd6f1b",
-                "sha256:98c8aa5a9f778fcd1026a17361ddaf7330d1b7c62ae97c3bb0ae73e0b9b6b0fe"
+                "sha256:647344a061c249a3b74e230c739f434d7ea4d8b1d5f3721bc0f3558049b38f44",
+                "sha256:ff7a40b4860b727ab48fad6360eb351cc1b33cbf9b15a0f689ca5353e9463324"
             ],
-            "version": "==2.5.2"
+            "version": "==2.6.1"
         },
         "pyrsistent": {
             "hashes": [
-                "sha256:cdc7b5e3ed77bed61270a47d35434a30617b9becdf2478af76ad2c6ade307280"
+                "sha256:28669905fe725965daa16184933676547c5bb40a5153055a8dee2a4bd7933ad3"
             ],
-            "version": "==0.15.7"
+            "version": "==0.16.0"
         },
         "python-dateutil": {
             "hashes": [
@@ -1414,36 +1123,36 @@
         },
         "pyzmq": {
             "hashes": [
-                "sha256:01b588911714a6696283de3904f564c550c9e12e8b4995e173f1011755e01086",
-                "sha256:0573b9790aa26faff33fba40f25763657271d26f64bffb55a957a3d4165d6098",
-                "sha256:0fa82b9fc3334478be95a5566f35f23109f763d1669bb762e3871a8fa2a4a037",
-                "sha256:1e59b7b19396f26e360f41411a5d4603356d18871049cd7790f1a7d18f65fb2c",
-                "sha256:2a294b4f44201bb21acc2c1a17ff87fbe57b82060b10ddb00ac03e57f3d7fcfa",
-                "sha256:355b38d7dd6f884b8ee9771f59036bcd178d98539680c4f87e7ceb2c6fd057b6",
-                "sha256:4b73d20aec63933bbda7957e30add233289d86d92a0bb9feb3f4746376f33527",
-                "sha256:4ec47f2b50bdb97df58f1697470e5c58c3c5109289a623e30baf293481ff0166",
-                "sha256:5541dc8cad3a8486d58bbed076cb113b65b5dd6b91eb94fb3e38a3d1d3022f20",
-                "sha256:6fca7d11310430e751f9832257866a122edf9d7b635305c5d8c51f74a5174d3d",
-                "sha256:7369656f89878455a5bcd5d56ca961884f5d096268f71c0750fc33d6732a25e5",
-                "sha256:75d73ee7ca4b289a2a2dfe0e6bd8f854979fc13b3fe4ebc19381be3b04e37a4a",
-                "sha256:80c928d5adcfa12346b08d31360988d843b54b94154575cccd628f1fe91446bc",
-                "sha256:83ce18b133dc7e6789f64cb994e7376c5aa6b4aeced993048bf1d7f9a0fe6d3a",
-                "sha256:8b8498ceee33a7023deb2f3db907ca41d6940321e282297327a9be41e3983792",
-                "sha256:8c69a6cbfa94da29a34f6b16193e7c15f5d3220cb772d6d17425ff3faa063a6d",
-                "sha256:8ff946b20d13a99dc5c21cb76f4b8b253eeddf3eceab4218df8825b0c65ab23d",
-                "sha256:972d723a36ab6a60b7806faa5c18aa3c080b7d046c407e816a1d8673989e2485",
-                "sha256:a6c9c42bbdba3f9c73aedbb7671815af1943ae8073e532c2b66efb72f39f4165",
-                "sha256:aa3872f2ebfc5f9692ef8957fe69abe92d905a029c0608e45ebfcd451ad30ab5",
-                "sha256:cf08435b14684f7f2ca2df32c9df38a79cdc17c20dc461927789216cb43d8363",
-                "sha256:d30db4566177a6205ed1badb8dbbac3c043e91b12a2db5ef9171b318c5641b75",
-                "sha256:d5ac84f38575a601ab20c1878818ffe0d09eb51d6cb8511b636da46d0fd8949a",
-                "sha256:e37f22eb4bfbf69cd462c7000616e03b0cdc1b65f2d99334acad36ea0e4ddf6b",
-                "sha256:e6549dd80de7b23b637f586217a4280facd14ac01e9410a037a13854a6977299",
-                "sha256:ed6205ca0de035f252baa0fd26fdd2bc8a8f633f92f89ca866fd423ff26c6f25",
-                "sha256:efdde21febb9b5d7a8e0b87ea2549d7e00fda1936459cfb27fb6fca0c36af6c1",
-                "sha256:f4e72646bfe79ff3adbf1314906bbd2d67ef9ccc71a3a98b8b2ccbcca0ab7bec"
-            ],
-            "version": "==18.1.1"
+                "sha256:07fb8fe6826a229dada876956590135871de60dbc7de5a18c3bcce2ed1f03c98",
+                "sha256:13a5638ab24d628a6ade8f794195e1a1acd573496c3b85af2f1183603b7bf5e0",
+                "sha256:15b4cb21118f4589c4db8be4ac12b21c8b4d0d42b3ee435d47f686c32fe2e91f",
+                "sha256:21f7d91f3536f480cb2c10d0756bfa717927090b7fb863e6323f766e5461ee1c",
+                "sha256:2a88b8fabd9cc35bd59194a7723f3122166811ece8b74018147a4ed8489e6421",
+                "sha256:342fb8a1dddc569bc361387782e8088071593e7eaf3e3ecf7d6bd4976edff112",
+                "sha256:4ee0bfd82077a3ff11c985369529b12853a4064320523f8e5079b630f9551448",
+                "sha256:54aa24fd60c4262286fc64ca632f9e747c7cc3a3a1144827490e1dc9b8a3a960",
+                "sha256:58688a2dfa044fad608a8e70ba8d019d0b872ec2acd75b7b5e37da8905605891",
+                "sha256:5b99c2ae8089ef50223c28bac57510c163bfdff158c9e90764f812b94e69a0e6",
+                "sha256:5b9d21fc56c8aacd2e6d14738021a9d64f3f69b30578a99325a728e38a349f85",
+                "sha256:5f1f2eb22aab606f808163eb1d537ac9a0ba4283fbeb7a62eb48d9103cf015c2",
+                "sha256:6ca519309703e95d55965735a667809bbb65f52beda2fdb6312385d3e7a6d234",
+                "sha256:87c78f6936e2654397ca2979c1d323ee4a889eef536cc77a938c6b5be33351a7",
+                "sha256:8952f6ba6ae598e792703f3134af5a01af8f5c7cf07e9a148f05a12b02412cea",
+                "sha256:931339ac2000d12fe212e64f98ce291e81a7ec6c73b125f17cf08415b753c087",
+                "sha256:956775444d01331c7eb412c5fb9bb62130dfaac77e09f32764ea1865234e2ca9",
+                "sha256:97b6255ae77328d0e80593681826a0479cb7bac0ba8251b4dd882f5145a2293a",
+                "sha256:aaa8b40b676576fd7806839a5de8e6d5d1b74981e6376d862af6c117af2a3c10",
+                "sha256:af0c02cf49f4f9eedf38edb4f3b6bb621d83026e7e5d76eb5526cc5333782fd6",
+                "sha256:b08780e3a55215873b3b8e6e7ca8987f14c902a24b6ac081b344fd430d6ca7cd",
+                "sha256:ba6f24431b569aec674ede49cad197cad59571c12deed6ad8e3c596da8288217",
+                "sha256:bafd651b557dd81d89bd5f9c678872f3e7b7255c1c751b78d520df2caac80230",
+                "sha256:bfff5ffff051f5aa47ba3b379d87bd051c3196b0c8a603e8b7ed68a6b4f217ec",
+                "sha256:cf5d689ba9513b9753959164cf500079383bc18859f58bf8ce06d8d4bef2b054",
+                "sha256:dcbc3f30c11c60d709c30a213dc56e88ac016fe76ac6768e64717bd976072566",
+                "sha256:f9d7e742fb0196992477415bb34366c12e9bb9a0699b8b3f221ff93b213d7bec",
+                "sha256:faee2604f279d31312bc455f3d024f160b6168b9c1dde22bf62d8c88a4deca8e"
+            ],
+            "version": "==19.0.1"
         },
         "send2trash": {
             "hashes": [
@@ -1454,10 +1163,10 @@
         },
         "six": {
             "hashes": [
-                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
-                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
+                "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259",
+                "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"
             ],
-            "version": "==1.14.0"
+            "version": "==1.15.0"
         },
         "terminado": {
             "hashes": [
@@ -1475,15 +1184,17 @@
         },
         "tornado": {
             "hashes": [
-                "sha256:349884248c36801afa19e342a77cc4458caca694b0eda633f5878e458a44cb2c",
-                "sha256:398e0d35e086ba38a0427c3b37f4337327231942e731edaa6e9fd1865bbd6f60",
-                "sha256:4e73ef678b1a859f0cb29e1d895526a20ea64b5ffd510a2307b5998c7df24281",
-                "sha256:559bce3d31484b665259f50cd94c5c28b961b09315ccd838f284687245f416e5",
-                "sha256:abbe53a39734ef4aba061fca54e30c6b4639d3e1f59653f0da37a0003de148c7",
-                "sha256:c845db36ba616912074c5b1ee897f8e0124df269468f25e4fe21fe72f6edd7a9",
-                "sha256:c9399267c926a4e7c418baa5cbe91c7d1cf362d505a1ef898fde44a07c9dd8a5"
+                "sha256:0fe2d45ba43b00a41cd73f8be321a44936dc1aba233dee979f17a042b83eb6dc",
+                "sha256:22aed82c2ea340c3771e3babc5ef220272f6fd06b5108a53b4976d0d722bcd52",
+                "sha256:2c027eb2a393d964b22b5c154d1a23a5f8727db6fda837118a776b29e2b8ebc6",
+                "sha256:5217e601700f24e966ddab689f90b7ea4bd91ff3357c3600fa1045e26d68e55d",
+                "sha256:5618f72e947533832cbc3dec54e1dffc1747a5cb17d1fd91577ed14fa0dc081b",
+                "sha256:5f6a07e62e799be5d2330e68d808c8ac41d4a259b9cea61da4101b83cb5dc673",
+                "sha256:c58d56003daf1b616336781b26d184023ea4af13ae143d9dda65e31e534940b9",
+                "sha256:c952975c8ba74f546ae6de2e226ab3cc3cc11ae47baf607459a6728585bb542a",
+                "sha256:c98232a3ac391f5faea6821b53db8db461157baa788f5d6222a193e9456e1740"
             ],
-            "version": "==6.0.3"
+            "version": "==6.0.4"
         },
         "traitlets": {
             "hashes": [
@@ -1494,10 +1205,10 @@
         },
         "wcwidth": {
             "hashes": [
-                "sha256:8fd29383f539be45b20bd4df0dc29c20ba48654a41e661925e612311e9f3c603",
-                "sha256:f28b3e8a6483e5d49e7f8949ac1a78314e740333ae305b4ba5defd3e74fb37a8"
+                "sha256:980fbf4f3c196c0f329cdcd1e84c554d6a211f18e252e525a0cf4223154a41d6",
+                "sha256:edbc2b718b4db6cdf393eefe3a420183947d6aa312505ce6754516f458ff8830"
             ],
-            "version": "==0.1.8"
+            "version": "==0.2.3"
         },
         "webencodings": {
             "hashes": [
@@ -1508,10 +1219,10 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:8dda78f06bd1674bd8720df8a50bb47b6e1233c503a4eed8e7810686bde37656",
-                "sha256:d38fbe01bbf7a3593a32bc35a9c4453c32bc42b98c377f9bff7e9f8da157786c"
+                "sha256:aa36550ff0c0b7ef7fa639055d797116ee891440eac1a56f378e2d3179e0320b",
+                "sha256:c599e4d75c98f6798c509911d08a22e6c021d074469042177c8c86fb92eefd96"
             ],
-            "version": "==1.0.0"
+            "version": "==3.1.0"
         }
     }
 }
diff --git a/requirements.txt b/requirements.txt
index 92d54f2..9e638c1 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,97 +1,71 @@
--i https://pypi.org/simple
+-i https://pypi.org/simple/
 altair==3.2.0
-astroid==2.3.3
-astropy==4.0
+astropy==4.0.1.post1
 attrs==19.3.0
-bleach==3.1.0
+bleach==3.1.4
 blis==0.4.1
-certifi==2019.11.28
+certifi==2020.4.5.1
 chardet==3.0.4
-click==7.0
+click==7.1.2
 colorama==0.4.3
-confuse==1.0.0
+confuse==1.1.0
 cycler==0.10.0
 cymem==2.0.3
-decorator==4.4.1
-defusedxml==0.6.0
+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==2.9
+imageio==2.8.0
+importlib-metadata==1.6.0 ; python_version < '3.8'
 itsdangerous==1.1.0
-jinja2==2.10.3
-joblib==0.14.1
+jinja2==2.11.2
+joblib==0.15.1
 jsonschema==3.2.0
-jupyter-client==5.3.4
-jupyter-core==4.6.1
-kiwisolver==1.1.0
-lazy-object-proxy==1.4.3
+kiwisolver==1.2.0
 lime==0.1.1.36
-llvmlite==0.31.0
+llvmlite==0.32.1
 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
+numba==0.49.1
 numpy==1.17.4
-packaging==20.0
 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==0.10.0
+pillow==7.1.2
 plac==1.1.3
-pluggy==0.13.1
 preshed==3.0.2
-py==1.8.1
-pygments==2.5.2
-pylint==2.4.4
 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==0.16.0
 python-dateutil==2.8.1
-pytz==2019.3
+pytz==2020.1
 pywavelets==1.1.1
-pyyaml==5.3
-pyzmq==18.1.1
-requests==2.22.0
-scikit-image==0.16.2
+pyyaml==5.3.1
+requests==2.23.0
+scikit-image==0.17.2
 scikit-learn==0.21.3
 scipy==1.4.1
-seaborn==0.9.0
-six==1.14.0
+seaborn==0.10.1
+six==1.15.0
 spacy==2.2.2
-srsly==1.0.1
+srsly==1.0.2
 statsmodels==0.10.2
-tabulate==0.8.6
-testpath==0.4.4
+tabulate==0.8.7
 thinc==7.3.1
+tifffile==2020.5.30
 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
+tqdm==4.46.0
+urllib3==1.25.9
 wasabi==0.6.0
-wcwidth==0.1.8
 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==3.1.0