diff --git a/Pipfile.lock b/Pipfile.lock
index 85466de..3243700 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a6118791ac159be2c7abbd72b45c504f6b6ab66b88aa9ce8f71e193ab799a062"
+            "sha256": "e770105418050919a067f7e1ddd73fac374b19f9892f2715a5b7bfbcf2952248"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,162 +18,206 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:75e737d6ce7723d9ff9b7aa1ba3233c34be62ef18d5859e706b8fdc828989830"
+                "sha256:84e6dcdc69c947d0c13e5457d056bd43cade4c2393dce00d684aedea77ddc2a3",
+                "sha256:ac511215c01ee9ae47b19716599e8ccfa746f2e18de72bdf641b79b22afa27ea"
             ],
-            "version": "==0.9.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.0.0"
+        },
+        "array2gif": {
+            "hashes": [
+                "sha256:112529fd6103a40c2111202d32c9b8026d2796870e9df70d6b5881e84f6104fa",
+                "sha256:b34b6fe589a8044c2d35a39f1f04895b57304894cbe67695ea0f068aa6a3c43c",
+                "sha256:bfb92520109af44f5f066fd8dd5e05eda5918d8c771c03a65dad7a7feb178415"
+            ],
+            "index": "pypi",
+            "version": "==1.0.4"
+        },
+        "bootstrapped": {
+            "hashes": [
+                "sha256:7d2cc81642c86dd3426518e1aa3e828f227ffb423fabaeaf4acc7e268d02f9e9"
+            ],
+            "index": "pypi",
+            "version": "==0.0.2"
         },
         "cachetools": {
             "hashes": [
-                "sha256:9a52dd97a85f257f4e4127f15818e71a0c7899f121b34591fcc1173ea79a0198",
-                "sha256:b304586d357c43221856be51d73387f93e2a961598a9b6b6670664746f3b6c6c"
+                "sha256:89ea6f1b638d5a73a4f9226be57ac5e4f399d22770b92355f92dcb0f7f001693",
+                "sha256:92971d3cb7d2a97efff7c7bb1657f21a8f5fb309a37530537c71b1774189f2d1"
             ],
-            "version": "==4.0.0"
+            "markers": "python_version ~= '3.5'",
+            "version": "==4.2.4"
         },
         "certifi": {
             "hashes": [
-                "sha256:017c25db2a153ce562900032d5bc68e9f191e44e9a0f762f373977de9df1fbb3",
-                "sha256:25b64c7da4cd7479594d035c08c2d809eb4aab3a26e5a990ea98cc450c320f1f"
+                "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872",
+                "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"
             ],
-            "version": "==2019.11.28"
+            "version": "==2021.10.8"
         },
-        "chardet": {
+        "charset-normalizer": {
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-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:2842d8f5e82a1f6aa437380934d5e1cd4fcf2003b06fed6940769c164a480a45",
+                "sha256:98398a9d69ee80548c762ba991a4728bfc3836768ed226b3945908d1a688371c"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3'",
+            "version": "==2.0.11"
         },
         "cycler": {
             "hashes": [
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-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
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             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "google-auth": {
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+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==1.35.0"
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         "google-auth-oauthlib": {
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@@ -224,10 +268,11 @@
         },
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@@ -287,82 +332,112 @@
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-                "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"
+                "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5",
+                "sha256:75beac4a47881eeb94d5ea5d6ad31ef88856affe2332b9aafb52c6452ccf0d7a"
             ],
-            "version": "==1.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.3.1"
         },
         "rsa": {
             "hashes": [
-                "sha256:14ba45700ff1ec9eeb206a2ce76b32814958a98e372006c8fb76ba820211be66",
-                "sha256:1a836406405730121ae9823e19c6e806c62bbad73f890574fff50efa4122c487"
+                "sha256:5c6bd9dc7a543b7fe4304a631f8a8a3b674e2bbfc49c2ae96200cdbe55df6b17",
+                "sha256:95c5d300c4e879ee69708c428ba566c59478fd653cc3a22243eeb8ed846950bb"
             ],
-            "version": "==4.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.8"
         },
         "scipy": {
             "hashes": [
@@ -391,12 +466,29 @@
             "index": "pypi",
             "version": "==1.4.1"
         },
+        "seaborn": {
+            "hashes": [
+                "sha256:85a6baa9b55f81a0623abddc4a26b334653ff4c6b18c418361de19dbba0ef283",
+                "sha256:cf45e9286d40826864be0e3c066f98536982baf701a7caa386511792d61ff4f6"
+            ],
+            "index": "pypi",
+            "version": "==0.11.2"
+        },
+        "setuptools": {
+            "hashes": [
+                "sha256:43a5575eea6d3459789316e1596a3d2a0d215260cacf4189508112f35c9a145b",
+                "sha256:66b8598da112b8dc8cd941d54cf63ef91d3b50657b374457eda5851f3ff6a899"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==60.8.2"
+        },
         "six": {
             "hashes": [
-                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
-                "sha256:8f3cd2e254d8f793e7f3d6d9df77b92252b52637291d0f0da013c76ea2724b6c"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "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"
         },
         "tensorboard": {
             "hashes": [
@@ -459,27 +551,45 @@
             "index": "pypi",
             "version": "==4.42.1"
         },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:4ca091dea149f945ec56afb48dae714f21e8692ef22a395223bcd328961b6a0e",
+                "sha256:7f001e5ac290a0c0401508864c7ec868be4e701886d5b573a9528ed3973d9d3b"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.0.1"
+        },
         "urllib3": {
             "hashes": [
-                "sha256:2f3db8b19923a873b3e5256dc9c2dedfa883e33d87c690d9c7913e1f40673cdc",
-                "sha256:87716c2d2a7121198ebcb7ce7cccf6ce5e9ba539041cfbaeecfb641dc0bf6acc"
+                "sha256:000ca7f471a233c2251c6c7023ee85305721bfdf18621ebff4fd17a8653427ed",
+                "sha256:0e7c33d9a63e7ddfcb86780aac87befc2fbddf46c58dbb487e0855f7ceec283c"
             ],
-            "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": "==1.26.8"
         },
         "werkzeug": {
             "hashes": [
-                "sha256:169ba8a33788476292d04186ab33b01d6add475033dfc07215e6d219cc077096",
-                "sha256:6dc65cf9091cf750012f56f2cad759fa9e879f511b5ff8685e456b4e3bf90d16"
+                "sha256:1421ebfc7648a39a5c58c601b154165d05cf47a3cd0ccb70857cbdacf6c8f2b8",
+                "sha256:b863f8ff057c522164b6067c9e28b041161b4be5ba4d0daceeaa50a163822d3c"
             ],
-            "version": "==1.0.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.0.3"
         },
         "wheel": {
             "hashes": [
-                "sha256:8788e9155fe14f54164c1b9eb0a319d98ef02c160725587ad60f14ddc57b6f96",
-                "sha256:df277cb51e61359aba502208d680f90c0493adec6f0e848af94948778aed386e"
+                "sha256:4bdcd7d840138086126cd09254dc6195fb4fc6f01c050a1d7236f2630db1d22a",
+                "sha256:e9a504e793efbca1b8e0e9cb979a249cf4a0a7b5b8c9e8b65a5e39d49529c1c4"
             ],
             "markers": "python_version >= '3'",
-            "version": "==0.34.2"
+            "version": "==0.37.1"
+        },
+        "zipp": {
+            "hashes": [
+                "sha256:9f50f446828eb9d45b267433fd3e9da8d801f614129124863f9c51ebceafb87d",
+                "sha256:b47250dd24f92b7dd6a0a8fc5244da14608f3ca90a5efcd37a3b1642fac9a375"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==3.7.0"
         }
     },
     "develop": {}