diff --git a/requirements.txt b/requirements.txt
index e528a34..cba03d5 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,855 +1,82 @@
-absl-py==0.13.0; python_version >= "3.6" \
-    --hash=sha256:6953272383486044699fd0e9f00aad167a27e08ce19aae66c6c4b10e7e767793 \
-    --hash=sha256:62bd4e248ddb19d81aec8f9446b407ff37c8175c2ba88266a7afa9b4ce4a333b
-aiohttp==3.7.4.post0; python_version >= "3.6" \
-    --hash=sha256:3cf75f7cdc2397ed4442594b935a11ed5569961333d49b7539ea741be2cc79d5 \
-    --hash=sha256:4b302b45040890cea949ad092479e01ba25911a15e648429c7c5aae9650c67a8 \
-    --hash=sha256:fe60131d21b31fd1a14bd43e6bb88256f69dfc3188b3a89d736d6c71ed43ec95 \
-    --hash=sha256:393f389841e8f2dfc86f774ad22f00923fdee66d238af89b70ea314c4aefd290 \
-    --hash=sha256:c6e9dcb4cb338d91a73f178d866d051efe7c62a7166653a91e7d9fb18274058f \
-    --hash=sha256:5df68496d19f849921f05f14f31bd6ef53ad4b00245da3195048c69934521809 \
-    --hash=sha256:0563c1b3826945eecd62186f3f5c7d31abb7391fedc893b7e2b26303b5a9f3fe \
-    --hash=sha256:3d78619672183be860b96ed96f533046ec97ca067fd46ac1f6a09cd9b7484287 \
-    --hash=sha256:f705e12750171c0ab4ef2a3c76b9a4024a62c4103e3a55dd6f99265b9bc6fcfc \
-    --hash=sha256:230a8f7e24298dea47659251abc0fd8b3c4e38a664c59d4b89cca7f6c09c9e87 \
-    --hash=sha256:2e19413bf84934d651344783c9f5e22dee452e251cfd220ebadbed2d9931dbf0 \
-    --hash=sha256:e4b2b334e68b18ac9817d828ba44d8fcb391f6acb398bcc5062b14b2cbeac970 \
-    --hash=sha256:d012ad7911653a906425d8473a1465caa9f8dea7fcf07b6d870397b774ea7c0f \
-    --hash=sha256:40eced07f07a9e60e825554a31f923e8d3997cfc7fb31dbc1328c70826e04cde \
-    --hash=sha256:209b4a8ee987eccc91e2bd3ac36adee0e53a5970b8ac52c273f7f8fd4872c94c \
-    --hash=sha256:14762875b22d0055f05d12abc7f7d61d5fd4fe4642ce1a249abdf8c700bf1fd8 \
-    --hash=sha256:7615dab56bb07bff74bc865307aeb89a8bfd9941d2ef9d817b9436da3a0ea54f \
-    --hash=sha256:d9e13b33afd39ddeb377eff2c1c4f00544e191e1d1dee5b6c51ddee8ea6f0cf5 \
-    --hash=sha256:547da6cacac20666422d4882cfcd51298d45f7ccb60a04ec27424d2f36ba3eaf \
-    --hash=sha256:af9aa9ef5ba1fd5b8c948bb11f44891968ab30356d65fd0cc6707d989cd521df \
-    --hash=sha256:64322071e046020e8797117b3658b9c2f80e3267daec409b350b6a7a05041213 \
-    --hash=sha256:bb437315738aa441251214dad17428cafda9cdc9729499f1d6001748e1d432f4 \
-    --hash=sha256:e54962802d4b8b18b6207d4a927032826af39395a3bd9196a5af43fc4e60b009 \
-    --hash=sha256:a00bb73540af068ca7390e636c01cbc4f644961896fa9363154ff43fd37af2f5 \
-    --hash=sha256:79ebfc238612123a713a457d92afb4096e2148be17df6c50fb9bf7a81c2f8013 \
-    --hash=sha256:515dfef7f869a0feb2afee66b957cc7bbe9ad0cdee45aec7fdc623f4ecd4fb16 \
-    --hash=sha256:114b281e4d68302a324dd33abb04778e8557d88947875cbf4e842c2c01a030c5 \
-    --hash=sha256:7b18b97cf8ee5452fa5f4e3af95d01d84d86d32c5e2bfa260cf041749d66360b \
-    --hash=sha256:15492a6368d985b76a2a5fdd2166cddfea5d24e69eefed4630cbaae5c81d89bd \
-    --hash=sha256:bdb230b4943891321e06fc7def63c7aace16095be7d9cf3b1e01be2f10fba439 \
-    --hash=sha256:cffe3ab27871bc3ea47df5d8f7013945712c46a3cc5a95b6bee15887f1675c22 \
-    --hash=sha256:f881853d2643a29e643609da57b96d5f9c9b93f62429dcc1cbb413c7d07f0e1a \
-    --hash=sha256:a5ca29ee66f8343ed336816c553e82d6cade48a3ad702b9ffa6125d187e2dedb \
-    --hash=sha256:17c073de315745a1510393a96e680d20af8e67e324f70b42accbd4cb3315c9fb \
-    --hash=sha256:932bb1ea39a54e9ea27fc9232163059a0b8855256f4052e776357ad9add6f1c9 \
-    --hash=sha256:02f46fc0e3c5ac58b80d4d56eb0a7c7d97fcef69ace9326289fb9f1955e65cfe \
-    --hash=sha256:493d3299ebe5f5a7c66b9819eacdcfbbaaf1a8e84911ddffcdc48888497afecf
-alembic==1.6.5; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6" \
-    --hash=sha256:e78be5b919f5bb184e3e0e2dd1ca986f2362e29a2bc933c446fe89f39dbe4e9c \
-    --hash=sha256:a21fedebb3fb8f6bbbba51a11114f08c78709377051384c9c5ead5705ee93a51
-async-timeout==3.0.1; python_version >= "3.6" and python_full_version >= "3.5.3" \
-    --hash=sha256:0c3c816a028d47f659d6ff5c745cb2acf1f966da1fe5c19c77a70282b25f4c5f \
-    --hash=sha256:4291ca197d287d274d0b6cb5d6f8f8f82d434ed288f962539ff18cc9012f9ea3
-attrs==21.2.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6" \
-    --hash=sha256:149e90d6d8ac20db7a955ad60cf0e6881a3f20d37096140088356da6c716b0b1 \
-    --hash=sha256:ef6aaac3ca6cd92904cdd0d83f629a15f18053ec84e6432106f7a4d04ae4f5fb
-bokeh==2.3.3; python_version >= "3.6" \
-    --hash=sha256:a5fdcc181835561447fcc5a371300973fce4114692d5853addec284d1cdeb677
-cachetools==4.2.2; python_version >= "3.5" and python_version < "4.0" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6") \
-    --hash=sha256:2cc0b89715337ab6dbba85b5b50effe2b0c74e035d83ee8ed637cf52f12ae001 \
-    --hash=sha256:61b5ed1e22a0924aed1d23b478f37e8d52549ff8a961de2909c69bf950020cff
-certifi==2021.5.30; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.6.0" \
-    --hash=sha256:50b1e4f8446b06f41be7dd6338db18e0990601dce795c2b1686458aa7e8fa7d8 \
-    --hash=sha256:2bbf76fd432960138b3ef6dda3dde0544f27cbf8546c458e60baf371917ba9ee
-chardet==4.0.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.5.0" \
-    --hash=sha256:f864054d66fd9118f2e67044ac8981a54775ec5b67aed0441892edb553d21da5 \
-    --hash=sha256:0d6f53a15db4120f2b08c94f11e7d93d2c911ee118b6b30a04ec3ee8310179fa
-charset-normalizer==2.0.4; python_version >= "3.6" and python_full_version >= "3.6.0" \
-    --hash=sha256:f23667ebe1084be45f6ae0538e4a5a865206544097e4e8bbcacf42cd02a348f3 \
-    --hash=sha256:0c8911edd15d19223366a194a513099a302055a962bca2cec0f54b8b63175d8b
-click==8.0.1; python_version >= "3.6" \
-    --hash=sha256:fba402a4a47334742d782209a7c79bc448911afe1149d07bdabdf480b3e2f4b6 \
-    --hash=sha256:8c04c11192119b1ef78ea049e0a6f0463e4c48ef00a30160c704337586f3ad7a
-cliff==3.8.0; python_version >= "3.6" \
-    --hash=sha256:a7e38e916649defae219596bad3e17b393bcf286561d54c58d6de39c40d40253 \
-    --hash=sha256:8dd215d0a84c9a3ab2fa2aa700849f4e7b786639f66caa0ad4108c85dca95a7c
-cmaes==0.8.2; python_version >= "3.6" \
-    --hash=sha256:9c4127be8942da3ac6857a7564d18a4a655462d77aa2d551a8e88063b23e0699 \
-    --hash=sha256:1c04ba23ded925ef13b96f42cfbd667a905ea5b80754c750e6448b9fcda96a5d
-cmd2==2.1.2; python_version >= "3.6" \
-    --hash=sha256:d967708a62d1166c3a7f55c630e74d4680bed425f68a13d07ce2a1b45a38da1c \
-    --hash=sha256:25dbb2e9847aaa686a8a21e84e3d101db8b79f5cb992e044fc54210ab8c0ad41
-colorama==0.4.4; python_version >= "3.6" and python_full_version < "3.0.0" and platform_system == "Windows" and sys_platform == "win32" or platform_system == "Windows" and python_version >= "3.6" and python_full_version >= "3.5.0" and sys_platform == "win32" \
-    --hash=sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2 \
-    --hash=sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b
-colorlog==5.0.1; python_version >= "3.6" \
-    --hash=sha256:4e6be13d9169254e2ded6526a6a4a1abb8ac564f2fa65b310a98e4ca5bea2c04 \
-    --hash=sha256:f17c013a06962b02f4449ee07cfdbe6b287df29efc2c9a1515b4a376f4e588ea
-cycler==0.10.0; python_version >= "3.7" \
-    --hash=sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d \
-    --hash=sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8
-et-xmlfile==1.1.0; python_version >= "3.6" \
-    --hash=sha256:a2ba85d1d6a74ef63837eed693bcb89c3f752169b0e3e7ae5b16ca5e1b3deada \
-    --hash=sha256:8eb9e2bc2f8c97e37a2dc85a09ecdcdec9d8a396530a6d5a33b30b9a92da0c5c
-fsspec==2021.7.0; python_version >= "3.6" \
-    --hash=sha256:86822ccf367da99957f49db64f7d5fd3d8d21444fac4dfdc8ebc38ee93d478c6 \
-    --hash=sha256:792ebd3b54de0b30f1ce73f0ba0a8bcc864724f2d9f248cb8d0ece47db0cbde8
-future==0.18.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.6" \
-    --hash=sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d
-google-auth-oauthlib==0.4.5; python_version >= "3.6" \
-    --hash=sha256:4ab58e6c3dc6ccf112f921fcced40e5426fba266768986ea502228488276eaba \
-    --hash=sha256:b5a1ce7c617d247ccb2dfbba9d4bfc734b41096803d854a2c52592ae80150a67
-google-auth==1.35.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6" \
-    --hash=sha256:b7033be9028c188ee30200b204ea00ed82ea1162e8ac1df4aa6ded19a191d88e \
-    --hash=sha256:997516b42ecb5b63e8d80f5632c1a61dddf41d2a4c2748057837e06e00014258
-greenlet==1.1.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6" \
-    --hash=sha256:476ba9435afaead4382fbab8f1882f75e3fb2285c35c9285abb3dd30237f9142 \
-    --hash=sha256:44556302c0ab376e37939fd0058e1f0db2e769580d340fb03b01678d1ff25f68 \
-    --hash=sha256:40abb7fec4f6294225d2b5464bb6d9552050ded14a7516588d6f010e7e366dcc \
-    --hash=sha256:a11b6199a0b9dc868990456a2667167d0ba096c5224f6258e452bfbe5a9742c5 \
-    --hash=sha256:e22a82d2b416d9227a500c6860cf13e74060cf10e7daf6695cbf4e6a94e0eee4 \
-    --hash=sha256:bad269e442f1b7ffa3fa8820b3c3aa66f02a9f9455b5ba2db5a6f9eea96f56de \
-    --hash=sha256:8ddb38fb6ad96c2ef7468ff73ba5c6876b63b664eebb2c919c224261ae5e8378 \
-    --hash=sha256:84782c80a433d87530ae3f4b9ed58d4a57317d9918dfcc6a59115fa2d8731f2c \
-    --hash=sha256:ac991947ca6533ada4ce7095f0e28fe25d5b2f3266ad5b983ed4201e61596acf \
-    --hash=sha256:5317701c7ce167205c0569c10abc4bd01c7f4cf93f642c39f2ce975fa9b78a3c \
-    --hash=sha256:4870b018ca685ff573edd56b93f00a122f279640732bb52ce3a62b73ee5c4a92 \
-    --hash=sha256:990e0f5e64bcbc6bdbd03774ecb72496224d13b664aa03afd1f9b171a3269272 \
-    --hash=sha256:a414f8e14aa7bacfe1578f17c11d977e637d25383b6210587c29210af995ef04 \
-    --hash=sha256:e02780da03f84a671bb4205c5968c120f18df081236d7b5462b380fd4f0b497b \
-    --hash=sha256:dfcb5a4056e161307d103bc013478892cfd919f1262c2bb8703220adcb986362 \
-    --hash=sha256:655ab836324a473d4cd8cf231a2d6f283ed71ed77037679da554e38e606a7117 \
-    --hash=sha256:6ce9d0784c3c79f3e5c5c9c9517bbb6c7e8aa12372a5ea95197b8a99402aa0e6 \
-    --hash=sha256:3fc6a447735749d651d8919da49aab03c434a300e9f0af1c886d560405840fd1 \
-    --hash=sha256:8039f5fe8030c43cd1732d9a234fdcbf4916fcc32e21745ca62e75023e4d4649 \
-    --hash=sha256:fddfb31aa2ac550b938d952bca8a87f1db0f8dc930ffa14ce05b5c08d27e7fd1 \
-    --hash=sha256:b97a807437b81f90f85022a9dcfd527deea38368a3979ccb49d93c9198b2c722 \
-    --hash=sha256:cf31e894dabb077a35bbe6963285d4515a387ff657bd25b0530c7168e48f167f \
-    --hash=sha256:4eae94de9924bbb4d24960185363e614b1b62ff797c23dc3c8a7c75bbb8d187e \
-    --hash=sha256:c1862f9f1031b1dee3ff00f1027fcd098ffc82120f43041fe67804b464bbd8a7 \
-    --hash=sha256:9b02e6039eafd75e029d8c58b7b1f3e450ca563ef1fe21c7e3e40b9936c8d03e \
-    --hash=sha256:84488516639c3c5e5c0e52f311fff94ebc45b56788c2a3bfe9cf8e75670f4de3 \
-    --hash=sha256:3f8fc59bc5d64fa41f58b0029794f474223693fd00016b29f4e176b3ee2cfd9f \
-    --hash=sha256:3e594015a2349ec6dcceda9aca29da8dc89e85b56825b7d1f138a3f6bb79dd4c \
-    --hash=sha256:e41f72f225192d5d4df81dad2974a8943b0f2d664a2a5cfccdf5a01506f5523c \
-    --hash=sha256:75ff270fd05125dce3303e9216ccddc541a9e072d4fc764a9276d44dee87242b \
-    --hash=sha256:5cde7ee190196cbdc078511f4df0be367af85636b84d8be32230f4871b960687 \
-    --hash=sha256:f253dad38605486a4590f9368ecbace95865fea0f2b66615d121ac91fd1a1563 \
-    --hash=sha256:a91ee268f059583176c2c8b012a9fce7e49ca6b333a12bbc2dd01fc1a9783885 \
-    --hash=sha256:34e6675167a238bede724ee60fe0550709e95adaff6a36bcc97006c365290384 \
-    --hash=sha256:bf3725d79b1ceb19e83fb1aed44095518c0fcff88fba06a76c0891cfd1f36837 \
-    --hash=sha256:5c3b735ccf8fc8048664ee415f8af5a3a018cc92010a0d7195395059b4b39b7d \
-    --hash=sha256:e2002a59453858c7f3404690ae80f10c924a39f45f6095f18a985a1234c37334 \
-    --hash=sha256:04e1849c88aa56584d4a0a6e36af5ec7cc37993fdc1fda72b56aa1394a92ded3 \
-    --hash=sha256:c8d4ed48eed7414ccb2aaaecbc733ed2a84c299714eae3f0f48db085342d5629 \
-    --hash=sha256:2f89d74b4f423e756a018832cd7a0a571e0a31b9ca59323b77ce5f15a437629b \
-    --hash=sha256:d15cb6f8706678dc47fb4e4f8b339937b04eda48a0af1cca95f180db552e7663 \
-    --hash=sha256:b050dbb96216db273b56f0e5960959c2b4cb679fe1e58a0c3906fa0a60c00662 \
-    --hash=sha256:6e0696525500bc8aa12eae654095d2260db4dc95d5c35af2b486eae1bf914ccd \
-    --hash=sha256:07e6d88242e09b399682b39f8dfa1e7e6eca66b305de1ff74ed9eb1a7d8e539c \
-    --hash=sha256:98b491976ed656be9445b79bc57ed21decf08a01aaaf5fdabf07c98c108111f6 \
-    --hash=sha256:05e72db813c28906cdc59bd0da7c325d9b82aa0b0543014059c34c8c4ad20e16 \
-    --hash=sha256:090126004c8ab9cd0787e2acf63d79e80ab41a18f57d6448225bbfcba475034f \
-    --hash=sha256:1796f2c283faab2b71c67e9b9aefb3f201fdfbee5cb55001f5ffce9125f63a45 \
-    --hash=sha256:4adaf53ace289ced90797d92d767d37e7cdc29f13bd3830c3f0a561277a4ae83 \
-    --hash=sha256:c0f22774cd8294078bdf7392ac73cf00bfa1e5e0ed644bd064fdabc5f2a2f481
-grpcio==1.39.0; python_version >= "3.6" \
-    --hash=sha256:4163e022f365406be2da78db890035463371effea172300ce5af8a768142baf3 \
-    --hash=sha256:02e8a8b41db8e13df53078355b439363e4ac46d0ac9a8a461a39e42829e2bcf8 \
-    --hash=sha256:050901a5baa6c4ca445e1781ef4c32d864f965ccec70c46cd5ad92d15e282c6a \
-    --hash=sha256:1ab44dde4e1b225d3fc873535ca6e642444433131dd2891a601b75fb46c87c11 \
-    --hash=sha256:25731b2c20a4ed51bea7e3952d5e83d408a5df32d03c7553457b2e6eb8bcb16c \
-    --hash=sha256:a2733994b05ee5382da1d0378f6312b72c5cb202930c7fa20c794a24e96a1a34 \
-    --hash=sha256:4039645b8b5d19064766f3a6fa535f1db52a61c4d4de97a6a8945331a354d527 \
-    --hash=sha256:7b95b3329446408e2fe6db9b310d263303fa1a94649d08ec1e1cc12506743d26 \
-    --hash=sha256:2a4308875b9b986000513c6b04c2e7424f436a127f15547036c42d3cf8289374 \
-    --hash=sha256:4b3fcc1878a1a5b71e1ecdfe82c74f7cd9eadaa43e25be0d67676dcec0c9d39f \
-    --hash=sha256:6d51be522b573cec14798d4742efaa69d234bedabce122fec2d5489abb3724d4 \
-    --hash=sha256:43c57987e526d1b893b85099424387b22de6e3eee4ea7188443de8d657d11cc0 \
-    --hash=sha256:cd2e39a199bcbefb3f4b9fa6677c72b0e67332915550fed3bd7c28b454bf917d \
-    --hash=sha256:5628e7cc69079159f9465388ff21fde1e1a780139f76dd99d319119d45156f45 \
-    --hash=sha256:3c14e2087f809973d5ee8ca64f772a089ead0167286f3f21fdda8b6029b50abb \
-    --hash=sha256:d5a105f5a595b89a0e394e5b147430b115333d07c55efb0c0eddc96055f0d951 \
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+absl-py==0.13.0; python_version >= "3.6"
+aiohttp==3.7.4.post0; python_version >= "3.6"
+alembic==1.6.5; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+async-timeout==3.0.1; python_version >= "3.6" and python_full_version >= "3.5.3"
+attrs==21.2.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.6"
+bokeh==2.3.3; python_version >= "3.6"
+cachetools==4.2.2; python_version >= "3.5" and python_version < "4.0" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6")
+certifi==2021.5.30; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.6.0"
+chardet==4.0.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.5.0"
+charset-normalizer==2.0.4; python_version >= "3.6" and python_full_version >= "3.6.0"
+click==8.0.1; python_version >= "3.6"
+cliff==3.8.0; python_version >= "3.6"
+cmaes==0.8.2; python_version >= "3.6"
+cmd2==2.1.2; python_version >= "3.6"
+colorama==0.4.4; python_version >= "3.6" and python_full_version < "3.0.0" and platform_system == "Windows" and sys_platform == "win32" or platform_system == "Windows" and python_version >= "3.6" and python_full_version >= "3.5.0" and sys_platform == "win32"
+colorlog==5.0.1; python_version >= "3.6"
+cycler==0.10.0; python_version >= "3.7"
+et-xmlfile==1.1.0; python_version >= "3.6"
+fsspec==2021.7.0; python_version >= "3.6"
+future==0.18.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.6"
+google-auth-oauthlib==0.4.5; python_version >= "3.6"
+google-auth==1.35.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+greenlet==1.1.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+grpcio==1.39.0; python_version >= "3.6"
+idna==3.2; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.6.0"
+jinja2==3.0.1; python_version >= "3.6"
+joblib==1.0.1; python_version >= "3.6"
+kiwisolver==1.3.1; python_version >= "3.7"
+mako==1.1.4; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+markdown==3.3.4; python_version >= "3.6"
+markupsafe==2.0.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+matplotlib==3.4.3; python_version >= "3.7"
+mfdfa==0.4; python_version >= "3.3"
+multidict==5.1.0; python_version >= "3.6"
+numpy==1.21.2; python_version >= "3.7" and python_version < "3.10" and python_full_version >= "3.7.1"
+oauthlib==3.1.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
+openpyxl==3.0.7; python_version >= "3.6"
+optuna==2.9.1; python_version >= "3.6"
+packaging==21.0; python_version >= "3.6"
+pandas==1.3.2; python_full_version >= "3.7.1"
+patsy==0.5.1; python_version >= "3.6"
+pbr==5.6.0; python_version >= "3.6"
+pillow==8.3.1; python_version >= "3.7"
+prettytable==2.1.0; python_version >= "3.6"
+protobuf==3.17.3; python_version >= "3.6"
+pyasn1-modules==0.2.8; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+pyasn1==0.4.8; python_version >= "3.6" and python_full_version < "3.0.0" and python_version < "4" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6") or python_full_version >= "3.6.0" and python_version >= "3.6" and python_version < "4" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6")
+pydeprecate==0.3.1; python_version >= "3.6"
+pyparsing==2.4.7; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.7"
+pyperclip==1.8.2; python_version >= "3.6"
+pyreadline3==3.3; sys_platform == "win32" and python_version >= "3.8"
+python-dateutil==2.8.2; python_full_version >= "3.7.1" and python_version >= "3.7" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.6") and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6") and (python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.7")
+python-editor==1.0.4; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+pytorch-lightning==1.4.2; python_version >= "3.6"
+pytz==2021.1
+pyyaml==5.4.1; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+requests-oauthlib==1.3.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.6"
+requests==2.26.0; python_version >= "3.6" and python_full_version < "3.0.0" or python_version >= "3.6" and python_full_version >= "3.6.0"
+rsa==4.7.2; python_version >= "3.5" and python_version < "4" and (python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6")
+scikit-learn==0.24.2; python_version >= "3.6"
+scipy==1.7.1; python_version >= "3.7" and python_version < "3.10"
+seaborn==0.11.2; python_version >= "3.6"
+selenium==3.141.0
+six==1.16.0; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.7"
+sqlalchemy==1.4.22; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version >= "3.6"
+statsmodels==0.12.2; python_version >= "3.6"
+stevedore==3.3.0; python_version >= "3.6"
+tensorboard-data-server==0.6.1; python_version >= "3.6"
+tensorboard-plugin-wit==1.8.0; python_version >= "3.6"
+tensorboard==2.6.0; python_version >= "3.6"
+threadpoolctl==2.2.0; python_version >= "3.6"
+torch==1.9.0; python_full_version >= "3.6.2"
+torchmetrics==0.5.0; python_version >= "3.6"
+torchvision==0.10.0
+tornado==6.1; python_version >= "3.6"
+tqdm==4.62.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
+typing-extensions==3.10.0.0; python_version >= "3.6" and python_full_version >= "3.6.2"
+urllib3==1.26.6; python_version >= "3.6" and python_full_version < "3.0.0" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.6"
+wcwidth==0.2.5; python_version >= "3.6"
+werkzeug==2.0.1; python_version >= "3.6"
+xgboost==1.4.2; python_version >= "3.6"
+yarl==1.6.3; python_version >= "3.6"