diff --git a/Pipfile.lock b/Pipfile.lock
index d8233de..b5dd554 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -3,19 +3,6 @@
         "hash": {
             "sha256": "ebd9e30efbe9646e286f3a34151a665219ae19016e03b8ed35ab8accfcb34aab"
         },
-        "host-environment-markers": {
-            "implementation_name": "cpython",
-            "implementation_version": "3.6.0",
-            "os_name": "posix",
-            "platform_machine": "x86_64",
-            "platform_python_implementation": "CPython",
-            "platform_release": "16.7.0",
-            "platform_system": "Darwin",
-            "platform_version": "Darwin Kernel Version 16.7.0: Mon Nov 13 21:56:25 PST 2017; root:xnu-3789.72.11~1/RELEASE_X86_64",
-            "python_full_version": "3.6.0",
-            "python_version": "3.6",
-            "sys_platform": "darwin"
-        },
         "pipfile-spec": 6,
         "requires": {},
         "sources": [
@@ -27,24 +14,31 @@
         ]
     },
     "default": {
+        "backports.weakref": {
+            "hashes": [
+                "sha256:81bc9b51c0abc58edc76aefbbc68c62a787918ffe943a37947e162c3f8e19e82",
+                "sha256:bc4170a29915f8b22c9e7c4939701859650f2eb84184aee80da329ac0b9825c2"
+            ],
+            "version": "==1.0.post1"
+        },
         "bleach": {
             "hashes": [
-                "sha256:e67f46adcec78dbc3c04462f3aba3213a673d5652eba2609ed1ef15492a44b8d",
-                "sha256:978e758599b54cd3caa2e160d74102879b230ea8dc93871d0783721eef58bc65"
+                "sha256:978e758599b54cd3caa2e160d74102879b230ea8dc93871d0783721eef58bc65",
+                "sha256:e67f46adcec78dbc3c04462f3aba3213a673d5652eba2609ed1ef15492a44b8d"
             ],
             "version": "==1.5.0"
         },
         "certifi": {
             "hashes": [
-                "sha256:244be0d93b71e93fc0a0a479862051414d0e00e16435707e5bf5000f92e04694",
-                "sha256:5ec74291ca1136b40f0379e1128ff80e866597e4e2c1e755739a913bbc3613c0"
+                "sha256:e4f3620cfea4f83eedc95b24abd9cd56f3c4b146dd0177e83a21b4eb49e21e50",
+                "sha256:fd7c7c74727ddcf00e9acd26bba8da604ffec95bf1c2144e67aff7a8b50e6cef"
             ],
-            "version": "==2017.11.5"
+            "version": "==2019.9.11"
         },
         "chardet": {
             "hashes": [
-                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691",
-                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"
+                "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae",
+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
             ],
             "version": "==3.0.4"
         },
@@ -52,14 +46,15 @@
             "hashes": [
                 "sha256:95c63e66d755ec206c80fdb2908851c0bef420ee8651ad7be4f0578e9e909bcf"
             ],
+            "index": "pypi",
             "version": "==1.2.2"
         },
         "enum34": {
             "hashes": [
-                "sha256:6bd0f6ad48ec2aa117d3d141940d484deccda84d4fcd884f5c3d93c23ecd8c79",
+                "sha256:2d81cbbe0e73112bdfe6ef8576f2238f2ba27dd0d55752a776c41d38b7da2850",
                 "sha256:644837f692e5f550741432dd3f223bbb9852018674981b1664e5dc339387588a",
-                "sha256:8ad8c4783bf61ded74527bffb48ed9b54166685e4230386a9ed9b1279e2df5b1",
-                "sha256:2d81cbbe0e73112bdfe6ef8576f2238f2ba27dd0d55752a776c41d38b7da2850"
+                "sha256:6bd0f6ad48ec2aa117d3d141940d484deccda84d4fcd884f5c3d93c23ecd8c79",
+                "sha256:8ad8c4783bf61ded74527bffb48ed9b54166685e4230386a9ed9b1279e2df5b1"
             ],
             "version": "==1.1.6"
         },
@@ -71,232 +66,243 @@
         },
         "idna": {
             "hashes": [
-                "sha256:8c7309c718f94b3a625cb648ace320157ad16ff131ae0af362c9f21b80ef6ec4",
-                "sha256:2c6a5de3089009e3da7c5dde64a141dbc8551d5b7f6cf4ed7c2568d0cc520a8f"
+                "sha256:c357b3f628cf53ae2c4c05627ecc484553142ca23264e593d327bcde5e9c3407",
+                "sha256:ea8b7f6188e6fa117537c3df7da9fc686d485087abf6ac197f9c46432f7e4a3c"
             ],
-            "version": "==2.6"
+            "version": "==2.8"
         },
         "keras": {
             "hashes": [
                 "sha256:7b1116bad7fb497758cfaffcd180e9adc2904be7deec2d9164543955e9973d0b",
                 "sha256:7ca3a381523bad40a6922e88951a316664cb088fd01cea07e5ec8ada3327e3c7"
             ],
+            "index": "pypi",
             "version": "==2.1.3"
         },
         "markdown": {
             "hashes": [
-                "sha256:9ba587db9daee7ec761cfc656272be6aabe2ed300fece21208e4aab2e457bc8f",
-                "sha256:a856869c7ff079ad84a3e19cd87a64998350c2b94e9e08e44270faef33400f81"
+                "sha256:2e50876bcdd74517e7b71f3e7a76102050edec255b3983403f1a63e7c8a41e7a",
+                "sha256:56a46ac655704b91e5b7e6326ce43d5ef72411376588afa1dd90e881b83c7e8c"
+            ],
+            "version": "==3.1.1"
+        },
+        "mock": {
+            "hashes": [
+                "sha256:83657d894c90d5681d62155c82bda9c1187827525880eda8ff5df4ec813437c3",
+                "sha256:d157e52d4e5b938c550f39eb2fd15610db062441a9c2747d3dbfa9298211d0f8"
             ],
-            "version": "==2.6.11"
+            "version": "==3.0.5"
         },
         "numpy": {
             "hashes": [
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-                "sha256:a476e437d73e5754aa66e1e75840d0163119c3911b7361f4cd06985212a3c3fb",
+                "sha256:1479b46b6040b5c689831496354c8859c456b152d37315673a0c18720b41223b",
+                "sha256:194074058c22a4066e1b6a4ea432486ee468d24ab16f13630c1030409e6b8666",
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-                "sha256:75471acf298d455b035226cc609a92aee42c4bb6aa71def85f77fa2c2b646b61",
+                "sha256:3de643935b212307b420248018323a44ec51987a336d1d747c1322afc3c099fb",
+                "sha256:428cd3c0b197cf857671353d8c85833193921af9fafcc169a1f29c7185833d50",
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                 "sha256:5c54fb98ecf42da59ed93736d1c071842482b18657eb16ba6e466bd873e1b923",
-                "sha256:9ddf384ac3aacb72e122a8207775cc29727cbd9c531ee1a4b95754f24f42f7f3",
+                "sha256:6112f152b76a28c450bbf665da11757078a724a90330112f5b7ea2d6b6cefd67",
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-                "sha256:3de643935b212307b420248018323a44ec51987a336d1d747c1322afc3c099fb"
+                "sha256:9ddf384ac3aacb72e122a8207775cc29727cbd9c531ee1a4b95754f24f42f7f3",
+                "sha256:a476e437d73e5754aa66e1e75840d0163119c3911b7361f4cd06985212a3c3fb",
+                "sha256:b2547f57d05ba59df4289493254f29f4c9082d255f1f97b7e286f40f453e33a1",
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+                "sha256:ff8a4b2c3ac831964f529a2da506c28d002562b230261ae5c16885f5f53d2e75"
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+            "index": "pypi",
             "version": "==1.14.0"
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         "pandas": {
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+                "sha256:b842c34fe043ccf78b4a6cf1019d7b80113707d68c88842d061fa2b8fb6ddedc",
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-            "version": "==3.5.1"
+            "version": "==3.10.0"
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         "python-dateutil": {
             "hashes": [
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-            "version": "==2.6.1"
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         "pytz": {
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+                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
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-            "version": "==2017.3"
+            "version": "==2019.3"
         },
         "pyyaml": {
             "hashes": [
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                 "sha256:ee96a38a3ba3c53e1cdd8cc2af59d5f378b7992e63c54fba9605c963b209e814",
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+                "sha256:f9c03acc5d26ac903e177fb904ceb797632830c5a0fae5c8b49d688a748337db"
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+            "index": "pypi",
             "version": "==1.4.1"
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         "tensorflow-tensorboard": {
             "hashes": [
-                "sha256:2b8741aed01f35c95b781d25ebf1a84a45c2980746a616a36ade7ed8078d88ee",
-                "sha256:8a91de3f70dd24f986f51a660b12cbafb8be3c3ba5c9f56504dba4d9fb63acf3"
+                "sha256:4ff1c16faa8189c921b57ccb5f05ea1e19c276d59de7dcae3d846a6267a132d0",
+                "sha256:6684571c711e07b3aae25dd91cb4b106738d71acfce385b9d359ab14374ac518"
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-            "version": "==0.4.0rc3"
+            "version": "==0.4.0"
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         "tpot": {
             "hashes": [
                 "sha256:293ee765a1258822c835b50e8eae5cf72462549c771c5e421a9883c571a09a13"
             ],
+            "index": "pypi",
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@@ -304,6 +310,7 @@
                 "sha256:4c041f8019f7be65b8028ddde9a836f7ccc51c4637f1ff2ba9b5813d38d19d5a",
                 "sha256:df32e6f127dc0ccbc675eadb33f749abbcb8f174c5cb9ec49c0cdb73aa737377"
             ],
+            "index": "pypi",
             "version": "==4.19.5"
         },
         "update-checker": {
@@ -311,28 +318,31 @@
                 "sha256:59cfad7f9a0ee99f95f1dfc60f55bf184937bcab46a7270341c2c33695572453",
                 "sha256:70e39446fccf77b21192cf7a8214051fa93a636dc3b5c8b602b589d100a168b8"
             ],
+            "index": "pypi",
             "version": "==0.16"
         },
         "urllib3": {
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-                "sha256:cc44da8e1145637334317feebd728bd869a35285b93cbb4cca2577da7e62db4f"
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+                "sha256:9a107b99a5393caf59c7aa3c1249c16e6879447533d0887f4336dde834c7be86"
             ],
-            "version": "==1.22"
+            "version": "==1.25.6"
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         "werkzeug": {
             "hashes": [
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-                "sha256:c3fd7a7d41976d9f44db327260e263132466836cef6f91512889ed60ad26557c"
+                "sha256:97660b282aa7e29f94f3fe378e5c7162d7ab9d601a8dbb1cbb2ffc8f0e54607d",
+                "sha256:cfd1281b1748288e59762c0e174d64d8bcb2b70e7c57bc4a1203c8825af24ac3"
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-            "version": "==0.14.1"
+            "index": "pypi",
+            "version": "==0.15.3"
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         "wheel": {
             "hashes": [
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-                "sha256:9515fe0a94e823fd90b08d22de45d7bde57c90edce705b22f5e1ecf7e1b653c8"
+                "sha256:10c9da68765315ed98850f8e048347c3eb06dd81822dc2ab1d4fde9dc9702646",
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-            "version": "==0.30.0"
+            "markers": "python_version >= '3'",
+            "version": "==0.33.6"
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     },
     "develop": {}