diff --git a/Project_2/Pipfile.lock b/Project_2/Pipfile.lock
index 6bb333f..6481de4 100644
--- a/Project_2/Pipfile.lock
+++ b/Project_2/Pipfile.lock
@@ -18,18 +18,18 @@
     "default": {
         "absl-py": {
             "hashes": [
-                "sha256:673cccb88d810e5627d0c1c818158485d106f65a583880e2f730c997399bcfa7",
-                "sha256:b3d9eb5119ff6e0a0125f6dabf2f9fae02f8acae7be70576002fac27235611c5"
+                "sha256:34995df9bd7a09b3b8749e230408f5a2a2dd7a68a0d33c12a3d0cb15a041a507",
+                "sha256:463c38a08d2e4cef6c498b76ba5bd4858e4c6ef51da1a5a1f27139a022e20248"
             ],
-            "version": "==0.11.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==1.3.0"
         },
-        "appnope": {
+        "asttokens": {
             "hashes": [
-                "sha256:93aa393e9d6c54c5cd570ccadd8edad61ea0c4b9ea7a01409020c9aa019eb442",
-                "sha256:dd83cd4b5b460958838f6eb3000c660b1f9caf2a5b1de4264e941512f603258a"
+                "sha256:4622110b2a6f30b77e1473affaa97e711bc2f07d3f10848420ff1898edbe94f3",
+                "sha256:6b0ac9e93fb0335014d382b8fa9b3afa7df546984258005da0b9e7095b3deb1c"
             ],
-            "markers": "sys_platform == 'darwin' and platform_system == 'Darwin'",
-            "version": "==0.1.2"
+            "version": "==2.2.1"
         },
         "astunparse": {
             "hashes": [
@@ -47,53 +47,74 @@
         },
         "cachetools": {
             "hashes": [
-                "sha256:513d4ff98dd27f85743a8dc0e92f55ddb1b49e060c2d5961512855cda2c01a98",
-                "sha256:bbaa39c3dede00175df2dc2b03d0cf18dd2d32a7de7beb68072d13043c9edb20"
+                "sha256:6a94c6402995a99c3970cc7e4884bb60b4a8639938157eeed436098bf9831757",
+                "sha256:f9f17d2aec496a9aa6b76f53e3b614c965223c061982d434d160f930c698a9db"
             ],
-            "markers": "python_version ~= '3.5'",
-            "version": "==4.1.1"
+            "markers": "python_version ~= '3.7'",
+            "version": "==5.2.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:1f422849db327d534e3d0c5f02a263458c3955ec0aae4ff09b95f195c59f4edd",
-                "sha256:f05def092c44fbf25834a51509ef6e631dc19765ab8a57b4e7ab85531f0a9cf4"
+                "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3",
+                "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"
             ],
-            "version": "==2020.11.8"
+            "markers": "python_version >= '3.6'",
+            "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"
         },
         "click": {
             "hashes": [
-                "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a",
-                "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
-            "version": "==7.1.2"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
         },
         "cycler": {
             "hashes": [
-                "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d",
-                "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"
+                "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3",
+                "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '3.6'",
+            "version": "==0.11.0"
         },
         "decorator": {
             "hashes": [
-                "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760",
-                "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"
+                "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330",
+                "sha256:b8c3f85900b9dc423225913c5aace94729fe1fa9763b38939a95226f02d37186"
             ],
-            "version": "==4.4.2"
+            "markers": "python_version >= '3.5'",
+            "version": "==5.1.1"
+        },
+        "entrypoints": {
+            "hashes": [
+                "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4",
+                "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==0.4"
         },
         "et-xmlfile": {
             "hashes": [
-                "sha256:614d9722d572f6246302c4491846d2c393c199cfa4edc9af593437691683335b"
+                "sha256:8eb9e2bc2f8c97e37a2dc85a09ecdcdec9d8a396530a6d5a33b30b9a92da0c5c",
+                "sha256:a2ba85d1d6a74ef63837eed693bcb89c3f752169b0e3e7ae5b16ca5e1b3deada"
+            ],
+            "markers": "python_version >= '3.6'",
+            "version": "==1.1.0"
+        },
+        "executing": {
+            "hashes": [
+                "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc",
+                "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"
             ],
-            "version": "==1.0.1"
+            "version": "==1.2.0"
         },
         "gast": {
             "hashes": [
@@ -105,19 +126,19 @@
         },
         "google-auth": {
             "hashes": [
-                "sha256:5176db85f1e7e837a646cd9cede72c3c404ccf2e3373d9ee14b2db88febad440",
-                "sha256:b728625ff5dfce8f9e56a499c8a4eb51443a67f20f6d28b67d5774c310ec4b6b"
+                "sha256:6897b93556d8d807ad70701bb89f000183aea366ca7ed94680828b37437a4994",
+                "sha256:72f12a6cfc968d754d7bdab369c5c5c16032106e52d32c6dfd8484e4c01a6d1f"
             ],
-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==1.23.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4, 3.5'",
+            "version": "==2.15.0"
         },
         "google-auth-oauthlib": {
             "hashes": [
-                "sha256:65b65bc39ad8cab15039b35e5898455d3d66296d0584d96fe0e79d67d04c51d9",
-                "sha256:d4d98c831ea21d574699978827490a41b94f05d565c617fe1b420e88f1fc8d8d"
+                "sha256:3f2a6e802eebbb6fb736a370fbf3b055edcb6b52878bf2f26330b5e041316c73",
+                "sha256:a90a072f6993f2c327067bf65270046384cda5a8ecb20b94ea9a687f1f233a7a"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.4.2"
+            "version": "==0.4.6"
         },
         "google-pasta": {
             "hashes": [
@@ -129,54 +150,54 @@
         },
         "grpcio": {
             "hashes": [
-                "sha256:02a4a637a774382d6ac8e65c0a7af4f7f4b9704c980a0a9f4f7bbc1e97c5b733",
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-                "sha256:0aeed3558a0eec0b31700af6072f1c90e8fd5701427849e76bc469554a14b4f5",
-                "sha256:0cebba3907441d5c620f7b491a780ed155140fbd590da0886ecfb1df6ad947b9",
-                "sha256:143b4fe72c01000fc0667bf62ace402a6518939b3511b3c2bec04d44b1d7591c",
-                "sha256:21265511880056d19ce4f809ce3fbe2a3fa98ec1fc7167dbdf30a80d3276202e",
-                "sha256:289671cfe441069f617bf23c41b1fa07053a31ff64de918d1016ac73adda2f73",
-                "sha256:2d5124284f9d29e4f06f674a12ebeb23fc16ce0f96f78a80a6036930642ae5ab",
-                "sha256:2f2eabfd514af8945ee415083a0f849eea6cb3af444999453bb6666fadc10f54",
-                "sha256:3ac453387add933b6cfbc67cc8635f91ff9895299130fc612c3c4b904e91d82a",
-                "sha256:407b4d869ce5c6a20af5b96bb885e3ecaf383e3fb008375919eb26cf8f10d9cd",
-                "sha256:4bb771c4c2411196b778871b519c7e12e87f3fa72b0517b22f952c64ead07958",
-                "sha256:4cef3eb2df338abd9b6164427ede961d351c6bf39b4a01448a65f9e795f56575",
-                "sha256:514b4a6790d6597fc95608f49f2f13fe38329b2058538095f0502b734b98ffd2",
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-                "sha256:5b21d3de520a699cb631cfd3a773a57debeb36b131be366bf832153405cc5404",
-                "sha256:62ce7e86f11e8c4ff772e63c282fb5a7904274258be0034adf37aa679cf96ba0",
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-                "sha256:d386630af995fd4de225d550b6806507ca09f5a650f227fddb29299335cda55e",
-                "sha256:d51ddfb3d481a6a3439db09d4b08447fb9f6b60d862ab301238f37bea8f60a6d",
-                "sha256:dd47fac2878f6102efa211461eb6fa0a6dd7b4899cd1ade6cdcb9fa9748363eb",
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-            "version": "==1.33.2"
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+                "sha256:17ec9b13cec4a286b9e606b48191e560ca2f3bbdf3986f91e480a95d1582e1a7",
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+                "sha256:29cb97d41a4ead83b7bcad23bdb25bdd170b1e2cba16db6d3acbb090bc2de43c",
+                "sha256:2b170eaf51518275c9b6b22ccb59450537c5a8555326fd96ff7391b5dd75303c",
+                "sha256:31bb6bc7ff145e2771c9baf612f4b9ebbc9605ccdc5f3ff3d5553de7fc0e0d79",
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+                "sha256:49d680356a975d9c66a678eb2dde192d5dc427a7994fb977363634e781614f7c",
+                "sha256:4c4423ea38a7825b8fed8934d6d9aeebdf646c97e3c608c3b0bcf23616f33877",
+                "sha256:506b9b7a4cede87d7219bfb31014d7b471cfc77157da9e820a737ec1ea4b0663",
+                "sha256:538d981818e49b6ed1e9c8d5e5adf29f71c4e334e7d459bf47e9b7abb3c30e09",
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+                "sha256:5a6ebcdef0ef12005d56d38be30f5156d1cb3373b52e96f147f4a24b0ddb3a9d",
+                "sha256:5dca372268c6ab6372d37d6b9f9343e7e5b4bc09779f819f9470cd88b2ece3c3",
+                "sha256:6df3b63538c362312bc5fa95fb965069c65c3ea91d7ce78ad9c47cab57226f54",
+                "sha256:6f0b89967ee11f2b654c23b27086d88ad7bf08c0b3c2a280362f28c3698b2896",
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+                "sha256:7942b32a291421460d6a07883033e392167d30724aa84987e6956cd15f1a21b9",
+                "sha256:9235dcd5144a83f9ca6f431bd0eccc46b90e2c22fe27b7f7d77cabb2fb515595",
+                "sha256:97d67983189e2e45550eac194d6234fc38b8c3b5396c153821f2d906ed46e0ce",
+                "sha256:9ff42c5620b4e4530609e11afefa4a62ca91fa0abb045a8957e509ef84e54d30",
+                "sha256:a8a0b77e992c64880e6efbe0086fe54dfc0bbd56f72a92d9e48264dcd2a3db98",
+                "sha256:aacb54f7789ede5cbf1d007637f792d3e87f1c9841f57dd51abf89337d1b8472",
+                "sha256:bc59f7ba87972ab236f8669d8ca7400f02a0eadf273ca00e02af64d588046f02",
+                "sha256:cc2bece1737b44d878cc1510ea04469a8073dbbcdd762175168937ae4742dfb3",
+                "sha256:cd3baccea2bc5c38aeb14e5b00167bd4e2373a373a5e4d8d850bd193edad150c",
+                "sha256:dad6533411d033b77f5369eafe87af8583178efd4039c41d7515d3336c53b4f1",
+                "sha256:e223a9793522680beae44671b9ed8f6d25bbe5ddf8887e66aebad5e0686049ef",
+                "sha256:e473525c28251558337b5c1ad3fa969511e42304524a4e404065e165b084c9e4",
+                "sha256:e4ef09f8997c4be5f3504cefa6b5c6cc3cf648274ce3cede84d4342a35d76db6",
+                "sha256:e6dfc2b6567b1c261739b43d9c59d201c1b89e017afd9e684d85aa7a186c9f7a",
+                "sha256:eacad297ea60c72dd280d3353d93fb1dcca952ec11de6bb3c49d12a572ba31dd",
+                "sha256:f1158bccbb919da42544a4d3af5d9296a3358539ffa01018307337365a9a0c64",
+                "sha256:f1fec3abaf274cdb85bf3878167cfde5ad4a4d97c68421afda95174de85ba813",
+                "sha256:f96ace1540223f26fbe7c4ebbf8a98e3929a6aa0290c8033d12526847b291c0f",
+                "sha256:fbdbe9a849854fe484c00823f45b7baab159bdd4a46075302281998cb8719df5"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==1.51.1"
         },
         "h5py": {
             "hashes": [
@@ -214,11 +235,11 @@
         },
         "idna": {
             "hashes": [
-                "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6",
-                "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"
+                "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4",
+                "sha256:90b77e79eaa3eba6de819a0c442c0b4ceefc341a7a2ab77d7562bf49f425c5c2"
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-            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
-            "version": "==2.10"
+            "markers": "python_version >= '3.5'",
+            "version": "==3.4"
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             "hashes": [
@@ -228,6 +249,14 @@
             "index": "pypi",
             "version": "==0.7.0"
         },
+        "importlib-metadata": {
+            "hashes": [
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                 "sha256:9b2652af1607986a1b231c62302d070bc0534f564c393a5d9d130db9abbbe89d",
@@ -238,18 +267,11 @@
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@@ -260,35 +282,35 @@
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@@ -382,6 +486,22 @@
             "index": "pypi",
             "version": "==3.3.3"
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+        "matplotlib-inline": {
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@@ -613,216 +786,348 @@
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@@ -831,18 +1136,34 @@
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