diff --git a/Pipfile.lock b/Pipfile.lock
index 85466de..502102e 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "a6118791ac159be2c7abbd72b45c504f6b6ab66b88aa9ce8f71e193ab799a062"
+            "sha256": "e770105418050919a067f7e1ddd73fac374b19f9892f2715a5b7bfbcf2952248"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,162 +18,278 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:75e737d6ce7723d9ff9b7aa1ba3233c34be62ef18d5859e706b8fdc828989830"
+                "sha256:34995df9bd7a09b3b8749e230408f5a2a2dd7a68a0d33c12a3d0cb15a041a507",
+                "sha256:463c38a08d2e4cef6c498b76ba5bd4858e4c6ef51da1a5a1f27139a022e20248"
             ],
-            "version": "==0.9.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.3.0"
+        },
+        "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"
+                "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
+                "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
             ],
-            "version": "==2019.11.28"
+            "index": "pypi",
+            "version": "==2022.12.7"
         },
-        "chardet": {
+        "charset-normalizer": {
             "hashes": [
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+                "sha256:5a3d016c7c547f69d6f81fb0db9449ce888b418b5b9952cc5e6e66843e9dd845",
+                "sha256:83e9a75d1911279afd89352c68b45348559d1fc0506b054b346651b5e7fee29f"
             ],
-            "version": "==3.0.4"
+            "markers": "python_version >= '3.6'",
+            "version": "==2.1.1"
         },
         "cycler": {
             "hashes": [
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-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "google-auth": {
             "hashes": [
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+                "sha256:b7033be9028c188ee30200b204ea00ed82ea1162e8ac1df4aa6ded19a191d88e"
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-            "version": "==1.11.0"
+            "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"
         },
         "google-auth-oauthlib": {
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-            "version": "==0.4.1"
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@@ -224,10 +340,11 @@
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@@ -287,82 +404,106 @@
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+                "sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576",
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+                "sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0",
+                "sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d",
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-                "sha256:c342dccb5250c08d45fd6f8b4a559613ca603b57498511740e65cd11a2e7dcec"
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-            "version": "==2.4.6"
+            "markers": "python_full_version >= '3.6.8'",
+            "version": "==3.0.9"
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         "python-dateutil": {
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-                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
-                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
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-            "version": "==2.8.1"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.2"
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-                "sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d",
-                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
+                "sha256:222439474e9c98fced559f1709d89e6c9cbf8d79c794ff3eb9f8800064291427",
+                "sha256:e89512406b793ca39f5971bc999cc538ce125c0e51c27941bef4568b460095e2"
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-            "version": "==2019.3"
+            "version": "==2022.6"
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         "requests": {
             "hashes": [
-                "sha256:11e007a8a2aa0323f5a921e9e6a2d7e4e67d9877e85773fba9ba6419025cbeb4",
-                "sha256:9cf5292fcd0f598c671cfc1e0d7d1a7f13bb8085e9a590f48c010551dc6c4b31"
+                "sha256:7c5599b102feddaa661c826c56ab4fee28bfd17f5abca1ebbe3e7f19d7c97983",
+                "sha256:8fefa2a1a1365bf5520aac41836fbee479da67864514bdb821f31ce07ce65349"
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-            "version": "==2.22.0"
+            "markers": "python_version >= '3.7' and python_version < '4'",
+            "version": "==2.28.1"
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         "requests-oauthlib": {
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-                "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"
+                "sha256:2577c501a2fb8d05a304c09d090d6e47c306fef15809d102b327cf8364bddab5",
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-            "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": [
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-                "sha256:1a836406405730121ae9823e19c6e806c62bbad73f890574fff50efa4122c487"
+                "sha256:90260d9058e514786967344d0ef75fa8727eed8a7d2e43ce9f4bcf1b536174f7",
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             ],
-            "version": "==4.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==4.9"
         },
         "scipy": {
             "hashes": [
@@ -391,12 +532,29 @@
             "index": "pypi",
             "version": "==1.4.1"
         },
+        "seaborn": {
+            "hashes": [
+                "sha256:a9eb39cba095fcb1e4c89a7fab1c57137d70a715a7f2eefcd41c9913c4d4ed65",
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+            ],
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+            "version": "==0.12.1"
+        },
+        "setuptools": {
+            "hashes": [
+                "sha256:57f6f22bde4e042978bcd50176fdb381d7c21a9efa4041202288d3737a0c6a54",
+                "sha256:a7620757bf984b58deaf32fc8a4577a9bbc0850cf92c20e1ce41c38c19e5fb75"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==65.6.3"
+        },
         "six": {
             "hashes": [
-                "sha256:236bdbdce46e6e6a3d61a337c0f8b763ca1e8717c03b369e87a7ec7ce1319c0a",
-                "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"
         },
         "tensorboard": {
             "hashes": [
@@ -459,27 +617,45 @@
             "index": "pypi",
             "version": "==4.42.1"
         },
+        "typing-extensions": {
+            "hashes": [
+                "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa",
+                "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"
+            ],
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+            "version": "==4.4.0"
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-                "sha256:87716c2d2a7121198ebcb7ce7cccf6ce5e9ba539041cfbaeecfb641dc0bf6acc"
+                "sha256:47cc05d99aaa09c9e72ed5809b60e7ba354e64b59c9c173ac3018642d8bb41fc",
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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, 3.5'",
+            "version": "==1.26.13"
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-                "sha256:6dc65cf9091cf750012f56f2cad759fa9e879f511b5ff8685e456b4e3bf90d16"
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-            "version": "==1.0.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==2.2.2"
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         "wheel": {
             "hashes": [
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-                "sha256:df277cb51e61359aba502208d680f90c0493adec6f0e848af94948778aed386e"
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             "markers": "python_version >= '3'",
-            "version": "==0.34.2"
+            "version": "==0.38.4"
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+            "version": "==3.11.0"
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     "develop": {}