diff --git a/Pipfile.lock b/Pipfile.lock
index 0ae365a..a32494d 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -16,26 +16,36 @@
         ]
     },
     "default": {
+        "argcomplete": {
+            "hashes": [
+                "sha256:291f0beca7fd49ce285d2f10e4c1c77e9460cf823eef2de54df0c0fec88b0d81",
+                "sha256:2c7dbffd8c045ea534921e63b0be6fe65e88599990d8dc408ac8c542b72a5445"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==1.12.3"
+        },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1",
+                "sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.2.0"
         },
         "backcall": {
             "hashes": [
-                "sha256:38ecd85be2c1e78f77fd91700c76e14667dc21e2713b63876c0eb901196e01e4",
-                "sha256:bbbf4b1e5cd2bdb08f915895b51081c041bac22394fdfcfdfbe9f14b77c08bf2"
+                "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e",
+                "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"
             ],
-            "version": "==0.1.0"
+            "version": "==0.2.0"
         },
         "bleach": {
             "hashes": [
-                "sha256:213336e49e102af26d9cde77dd2d0397afabc5a6bf2fed985dc35b5d1e285a16",
-                "sha256:3fdf7f77adcf649c9911387df51254b813185e32b2c6619f690b593a617e19fa"
+                "sha256:0900d8b37eba61a802ee40ac0061f8c2b5dee29c1927dd1d233e075ebf5a71da",
+                "sha256:4d2651ab93271d1129ac9cbc679f524565cc8a1b791909c4a51eac4446a15994"
             ],
-            "version": "==3.1.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.1.0"
         },
         "blis": {
             "hashes": [
@@ -60,136 +70,176 @@
         },
         "boto3": {
             "hashes": [
-                "sha256:05f7ae180813fbf11cb7397b43b6bd29463abdc246bee58127836f1a8f6a9a2f",
-                "sha256:3480c87b530e7f41d9264a6725dda68208de2697822cf02cd3a541b001872410"
+                "sha256:76b3ee0d1dd860c9218bc864cd29f1ee986f6e1e75e8669725dd3c411039379e",
+                "sha256:c39cb6ed376ba1d4689ac8f6759a2b2d8a0b0424dbec0cd3af1558079bcf06e8"
             ],
-            "version": "==1.11.9"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.20.23"
         },
         "botocore": {
             "hashes": [
-                "sha256:1909424c9544f92142c8e551888731e32a99f9c99cfe8d21fea3ec0c32981dae",
-                "sha256:e3e3c0f59dc30c86dd2116aece3bd554f8476446cf1c5770bbf5111993d676c8"
+                "sha256:640b62110aa6d1c25553eceafb5bcd89aedeb84b191598d1f6492ad24374d285",
+                "sha256:7459766c4594f3b8877e8013f93f0dc6c6486acbeb7d9c9ae488396529cc2e84"
             ],
-            "version": "==1.14.9"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.23.23"
         },
         "catalogue": {
             "hashes": [
                 "sha256:584d78e7f4c3c6e2fd498eb56dfc8ef1f4ff738480237de2ccd26cbe2cf47172",
                 "sha256:d74d1d856c6b36a37bf14aa6dbbc27d0582667b7ab979a6108e61a575e8723f5"
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.0.0"
         },
         "certifi": {
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-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2019.11.28"
+            "version": "==2021.10.8"
         },
-        "chardet": {
+        "charset-normalizer": {
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+                "sha256:1eecaa09422db5be9e29d7fc65664e6c33bd06f9ced7838578ba40d58bdf3721",
+                "sha256:b0b883e8e874edfdece9c28f314e3dd5badf067342e42fb162203335ae61aa2c"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.9"
         },
         "click": {
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+                "sha256:410e932b050f5eed773c4cda94de75971c89cdb3155a72a0831139a79e5ecb5b"
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-            "version": "==7.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==8.0.3"
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         "cupy-cuda92": {
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+            "version": "==10.0.0a1"
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+            "version": "==0.11.0"
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         "cymem": {
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@@ -199,35 +249,53 @@
             "index": "pypi",
             "version": "==1.1.1"
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+        "fonttools": {
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@@ -246,52 +314,59 @@
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@@ -310,10 +385,11 @@
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@@ -334,129 +410,252 @@
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@@ -465,47 +664,58 @@
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@@ -550,66 +760,94 @@
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+            "markers": "python_version >= '3.6'",
+            "version": "==59.6.0"
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         "six": {
             "hashes": [
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-                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
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-            "version": "==1.14.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
         },
         "sklearn": {
             "hashes": [
@@ -985,34 +1455,37 @@
         },
         "srsly": {
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-            "version": "==1.0.1"
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-                "sha256:a43dcb3e353bc680dd0783b1d9c3fc28d529f190bc54ba9a229f72fe6e7a54d7"
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-            "version": "==0.8.3"
+            "markers": "python_version >= '3.6'",
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+            "markers": "python_version >= '3.5'",
+            "version": "==0.5.0"
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         "thinc": {
             "hashes": [
@@ -1032,6 +1505,14 @@
             ],
             "version": "==7.3.1"
         },
+        "threadpoolctl": {
+            "hashes": [
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+                "sha256:d03115321233d0be715f0d3a5ad1d6c065fe425ddc2d671ca8e45e9fd5d7a52a"
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@@ -1043,7 +1524,8 @@
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                 "sha256:9a1b1db73d8dcfd94b2eee24b939368742aa85f1217c55b8f5681e76c581e99a",
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             "version": "==1.4.0"
@@ -1058,29 +1540,66 @@
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-            "version": "==6.0.3"
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+            "version": "==6.1"
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         "tqdm": {
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-                "sha256:efab950cf7cc1e4d8ee50b2bb9c8e4a89f8307b49e0b2c9cfef3ec4ca26655eb"
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-            "version": "==4.41.1"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==4.62.3"
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-            "version": "==4.3.3"
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+            "version": "==5.1.1"
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         "transformers": {
             "hashes": [
@@ -1090,6 +1609,14 @@
             "index": "pypi",
             "version": "==2.3.0"
         },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e",
+                "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"
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+            "markers": "python_version < '3.8'",
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                 "sha256:1d7a042116536098d05d599ef2b8616759f02985c85b4fef50c78a5aaf10822a",
@@ -1100,24 +1627,25 @@
         },
         "urllib3": {
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-                "sha256:87716c2d2a7121198ebcb7ce7cccf6ce5e9ba539041cfbaeecfb641dc0bf6acc"
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-            "version": "==1.25.8"
+            "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": "==1.26.7"
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         "wasabi": {
             "hashes": [
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-                "sha256:da1f100e0025fe1e50fd67fa5b0b05df902187d5c65c86dc110974ab856d1f05"
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             ],
-            "version": "==0.6.0"
+            "version": "==0.9.0"
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         "wcwidth": {
             "hashes": [
-                "sha256:8fd29383f539be45b20bd4df0dc29c20ba48654a41e661925e612311e9f3c603",
-                "sha256:f28b3e8a6483e5d49e7f8949ac1a78314e740333ae305b4ba5defd3e74fb37a8"
+                "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784",
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-            "version": "==0.1.8"
+            "version": "==0.2.5"
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         "webencodings": {
             "hashes": [
@@ -1128,24 +1656,26 @@
         },
         "werkzeug": {
             "hashes": [
-                "sha256:7280924747b5733b246fe23972186c6b348f9ae29724135a6dfc1e53cea433e7",
-                "sha256:e5f4a1f98b52b18a93da705a7458e55afb26f32bff83ff5d19189f92462d65c4"
+                "sha256:63d3dc1cf60e7b7e35e97fa9861f7397283b75d765afcaefd993d6046899de8f",
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             ],
-            "version": "==0.16.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.0.2"
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         "widgetsnbextension": {
             "hashes": [
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-                "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"
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-            "version": "==3.5.1"
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         "zipp": {
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-                "sha256:e013e7800f60ec4dde789ebf4e9f7a54236e4bbf5df2a1a4e20ce9e1d9609d67"
+                "sha256:71c644c5369f4a6e07636f0aa966270449561fcea2e3d6747b8d23efaa9d7832",
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-            "version": "==2.0.1"
+            "markers": "python_version >= '3.6'",
+            "version": "==3.6.0"
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     "develop": {}