diff --git a/poetry.lock b/poetry.lock
index 32b4ff4..ffc93f6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,67 +1,111 @@
+# This file is automatically @generated by Poetry and should not be changed by hand.
+
 [[package]]
-category = "main"
-description = "Disable App Nap on OS X 10.9"
-marker = "sys_platform == \"darwin\" or platform_system == \"Darwin\""
 name = "appnope"
+version = "0.1.0"
+description = "Disable App Nap on OS X 10.9"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.1.0"
+files = [
+    {file = "appnope-0.1.0-py2.py3-none-any.whl", hash = "sha256:5b26757dc6f79a3b7dc9fab95359328d5747fcb2409d331ea66d0272b90ab2a0"},
+    {file = "appnope-0.1.0.tar.gz", hash = "sha256:8b995ffe925347a2138d7ac0fe77155e4311a0ea6d6da4f5128fe4b3cbe5ed71"},
+]
 
 [[package]]
-category = "dev"
-description = "The secure Argon2 password hashing algorithm."
 name = "argon2-cffi"
+version = "20.1.0"
+description = "The secure Argon2 password hashing algorithm."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "20.1.0"
+files = [
+    {file = "argon2-cffi-20.1.0.tar.gz", hash = "sha256:d8029b2d3e4b4cea770e9e5a0104dd8fa185c1724a0f01528ae4826a6d25f97d"},
+    {file = "argon2_cffi-20.1.0-cp27-cp27m-macosx_10_6_intel.whl", hash = "sha256:6ea92c980586931a816d61e4faf6c192b4abce89aa767ff6581e6ddc985ed003"},
+    {file = "argon2_cffi-20.1.0-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:05a8ac07c7026542377e38389638a8a1e9b78f1cd8439cd7493b39f08dd75fbf"},
+    {file = "argon2_cffi-20.1.0-cp27-cp27m-win32.whl", hash = "sha256:0bf066bc049332489bb2d75f69216416329d9dc65deee127152caeb16e5ce7d5"},
+    {file = "argon2_cffi-20.1.0-cp27-cp27m-win_amd64.whl", hash = "sha256:57358570592c46c420300ec94f2ff3b32cbccd10d38bdc12dc6979c4a8484fbc"},
+    {file = "argon2_cffi-20.1.0-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:7d455c802727710e9dfa69b74ccaab04568386ca17b0ad36350b622cd34606fe"},
+    {file = "argon2_cffi-20.1.0-cp35-abi3-manylinux1_x86_64.whl", hash = "sha256:b160416adc0f012fb1f12588a5e6954889510f82f698e23ed4f4fa57f12a0647"},
+    {file = "argon2_cffi-20.1.0-cp35-cp35m-win32.whl", hash = "sha256:9bee3212ba4f560af397b6d7146848c32a800652301843df06b9e8f68f0f7361"},
+    {file = "argon2_cffi-20.1.0-cp35-cp35m-win_amd64.whl", hash = "sha256:392c3c2ef91d12da510cfb6f9bae52512a4552573a9e27600bdb800e05905d2b"},
+    {file = "argon2_cffi-20.1.0-cp36-cp36m-win32.whl", hash = "sha256:ba7209b608945b889457f949cc04c8e762bed4fe3fec88ae9a6b7765ae82e496"},
+    {file = "argon2_cffi-20.1.0-cp36-cp36m-win_amd64.whl", hash = "sha256:da7f0445b71db6d3a72462e04f36544b0de871289b0bc8a7cc87c0f5ec7079fa"},
+    {file = "argon2_cffi-20.1.0-cp37-abi3-macosx_10_6_intel.whl", hash = "sha256:cc0e028b209a5483b6846053d5fd7165f460a1f14774d79e632e75e7ae64b82b"},
+    {file = "argon2_cffi-20.1.0-cp37-cp37m-win32.whl", hash = "sha256:18dee20e25e4be86680b178b35ccfc5d495ebd5792cd00781548d50880fee5c5"},
+    {file = "argon2_cffi-20.1.0-cp37-cp37m-win_amd64.whl", hash = "sha256:6678bb047373f52bcff02db8afab0d2a77d83bde61cfecea7c5c62e2335cb203"},
+    {file = "argon2_cffi-20.1.0-cp38-cp38-win32.whl", hash = "sha256:77e909cc756ef81d6abb60524d259d959bab384832f0c651ed7dcb6e5ccdbb78"},
+    {file = "argon2_cffi-20.1.0-cp38-cp38-win_amd64.whl", hash = "sha256:9dfd5197852530294ecb5795c97a823839258dfd5eb9420233c7cfedec2058f2"},
+    {file = "argon2_cffi-20.1.0-cp39-cp39-win32.whl", hash = "sha256:e2db6e85c057c16d0bd3b4d2b04f270a7467c147381e8fd73cbbe5bc719832be"},
+    {file = "argon2_cffi-20.1.0-cp39-cp39-win_amd64.whl", hash = "sha256:8a84934bd818e14a17943de8099d41160da4a336bcc699bb4c394bbb9b94bd32"},
+    {file = "argon2_cffi-20.1.0-pp36-pypy36_pp73-macosx_10_7_x86_64.whl", hash = "sha256:b94042e5dcaa5d08cf104a54bfae614be502c6f44c9c89ad1535b2ebdaacbd4c"},
+    {file = "argon2_cffi-20.1.0-pp36-pypy36_pp73-win32.whl", hash = "sha256:8282b84ceb46b5b75c3a882b28856b8cd7e647ac71995e71b6705ec06fc232c3"},
+    {file = "argon2_cffi-20.1.0-pp37-pypy37_pp73-macosx_10_7_x86_64.whl", hash = "sha256:3aa804c0e52f208973845e8b10c70d8957c9e5a666f702793256242e9167c4e0"},
+    {file = "argon2_cffi-20.1.0-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:36320372133a003374ef4275fbfce78b7ab581440dfca9f9471be3dd9a522428"},
+]
 
 [package.dependencies]
 cffi = ">=1.0.0"
 six = "*"
 
 [package.extras]
-dev = ["coverage (>=5.0.2)", "hypothesis", "pytest", "sphinx", "wheel", "pre-commit"]
+dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pre-commit", "pytest", "sphinx", "wheel"]
 docs = ["sphinx"]
-tests = ["coverage (>=5.0.2)", "hypothesis", "pytest"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
 
 [[package]]
-category = "dev"
-description = "Atomic file writes."
-marker = "sys_platform == \"win32\""
 name = "atomicwrites"
+version = "1.4.0"
+description = "Atomic file writes."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.4.0"
+files = [
+    {file = "atomicwrites-1.4.0-py2.py3-none-any.whl", hash = "sha256:6d1784dea7c0c8d4a5172b6c620f40b6e4cbfdf96d783691f2e1302a7b88e197"},
+    {file = "atomicwrites-1.4.0.tar.gz", hash = "sha256:ae70396ad1a434f9c7046fd2dd196fc04b12f9e91ffb859164193be8b6168a7a"},
+]
 
 [[package]]
-category = "dev"
-description = "Classes Without Boilerplate"
 name = "attrs"
+version = "19.3.0"
+description = "Classes Without Boilerplate"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "19.3.0"
+files = [
+    {file = "attrs-19.3.0-py2.py3-none-any.whl", hash = "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c"},
+    {file = "attrs-19.3.0.tar.gz", hash = "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"},
+]
 
 [package.extras]
-azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "pytest-azurepipelines"]
-dev = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface", "sphinx", "pre-commit"]
+azure-pipelines = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-azurepipelines", "six", "zope.interface"]
+dev = ["coverage", "hypothesis", "pre-commit", "pympler", "pytest (>=4.3.0)", "six", "sphinx", "zope.interface"]
 docs = ["sphinx", "zope.interface"]
 tests = ["coverage", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "zope.interface"]
 
 [[package]]
-category = "main"
-description = "Specifications for callback functions passed in to an API"
 name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.2.0"
+files = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
 
 [[package]]
-category = "dev"
-description = "An easy safelist-based HTML-sanitizing tool."
 name = "bleach"
+version = "3.1.5"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "3.1.5"
+files = [
+    {file = "bleach-3.1.5-py2.py3-none-any.whl", hash = "sha256:2bce3d8fab545a6528c8fa5d9f9ae8ebc85a56da365c7f85180bfe96a35ef22f"},
+    {file = "bleach-3.1.5.tar.gz", hash = "sha256:3c4c520fdb9db59ef139915a5db79f8b51bc2a7257ea0389f30c846883430a4b"},
+]
 
 [package.dependencies]
 packaging = "*"
@@ -69,12 +113,29 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [[package]]
-category = "main"
-description = "Catboost Python Package"
 name = "catboost"
+version = "0.24"
+description = "Catboost Python Package"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.24"
+files = [
+    {file = "catboost-0.24-cp27-none-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:8c9b30f3e28142c485980022837993c2d2a64dd8dc6023ebb7cece6d2771636a"},
+    {file = "catboost-0.24-cp27-none-manylinux1_x86_64.whl", hash = "sha256:80db53141a0301b7c0a3e61b3f97a939d495f08d64b40070553a175912fa7019"},
+    {file = "catboost-0.24-cp27-none-win_amd64.whl", hash = "sha256:da9a7683b5f01919b23b1768349778625fe36455e7d677853f0fa60b7fc28f29"},
+    {file = "catboost-0.24-cp35-none-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:ae768cf78c5a67b3cf33f8271517ac44e6e2757d231af777d78a6ba3fbc3309f"},
+    {file = "catboost-0.24-cp35-none-manylinux1_x86_64.whl", hash = "sha256:d52427351f6b7f7b2e761c2b192041d9511d597665b16b9253008ff1fc9a8e0d"},
+    {file = "catboost-0.24-cp35-none-win_amd64.whl", hash = "sha256:8d872c0aec6f6c163a5515279280544d0b7617eaa6d4382d4cea772641e888ab"},
+    {file = "catboost-0.24-cp36-none-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:e99b7a5de4750dfd56f284d70cac05c3f53856d3c8100824b4daecf8b898bd2b"},
+    {file = "catboost-0.24-cp36-none-manylinux1_x86_64.whl", hash = "sha256:0c7c8a5f003d49807b72203e3bccd40f84f1e5aba2c05d9194a6535b33024a55"},
+    {file = "catboost-0.24-cp36-none-win_amd64.whl", hash = "sha256:e78449bda9721d715e8a4a99a6c9afa408547acbb4b7708afe95f65fbb8722a6"},
+    {file = "catboost-0.24-cp37-none-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:44a6240d9a4abfd287492a67cbac604641c143317a6b2df203b1c6efaf51b62e"},
+    {file = "catboost-0.24-cp37-none-manylinux1_x86_64.whl", hash = "sha256:66f83cfb9e0f00abb41eea0fbf00bc7198a9a3b42c16fe5bf7b06b8b6086db70"},
+    {file = "catboost-0.24-cp37-none-win_amd64.whl", hash = "sha256:02d297093baa57f8b36e6a8da32bfaac3b5381164ebfdfd4066109a73fd6d457"},
+    {file = "catboost-0.24-cp38-none-macosx_10_6_intel.macosx_10_9_intel.macosx_10_9_x86_64.macosx_10_10_intel.macosx_10_10_x86_64.whl", hash = "sha256:756c1844e2e4db77d247389e46af962434b4572209d14adec1c3610547ff4b43"},
+    {file = "catboost-0.24-cp38-none-manylinux1_x86_64.whl", hash = "sha256:3bfc1708ea9dc2bd24dd5216bc08723f67d63b41614022c7a813e249d250b956"},
+    {file = "catboost-0.24-cp38-none-win_amd64.whl", hash = "sha256:4db2557dd2c98905b6ccfe17678e59e90185e3af5cd47d35ab4699f59f310c09"},
+]
 
 [package.dependencies]
 graphviz = "*"
@@ -86,103 +147,158 @@ scipy = "*"
 six = "*"
 
 [[package]]
-category = "main"
-description = "Python package for providing Mozilla's CA Bundle."
 name = "certifi"
+version = "2020.6.20"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
 optional = false
 python-versions = "*"
-version = "2020.6.20"
+files = [
+    {file = "certifi-2020.6.20-py2.py3-none-any.whl", hash = "sha256:8fc0819f1f30ba15bdb34cceffb9ef04d99f420f68eb75d901e9560b8749fc41"},
+    {file = "certifi-2020.6.20.tar.gz", hash = "sha256:5930595817496dd21bb8dc35dad090f1c2cd0adfaf21204bf6732ca5d8ee34d3"},
+]
 
 [[package]]
-category = "dev"
-description = "Foreign Function Interface for Python calling C code."
 name = "cffi"
+version = "1.14.2"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.14.2"
+files = [
+    {file = "cffi-1.14.2-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:da9d3c506f43e220336433dffe643fbfa40096d408cb9b7f2477892f369d5f82"},
+    {file = "cffi-1.14.2-cp27-cp27m-manylinux1_i686.whl", hash = "sha256:23e44937d7695c27c66a54d793dd4b45889a81b35c0751ba91040fe825ec59c4"},
+    {file = "cffi-1.14.2-cp27-cp27m-manylinux1_x86_64.whl", hash = "sha256:0da50dcbccd7cb7e6c741ab7912b2eff48e85af217d72b57f80ebc616257125e"},
+    {file = "cffi-1.14.2-cp27-cp27m-win32.whl", hash = "sha256:76ada88d62eb24de7051c5157a1a78fd853cca9b91c0713c2e973e4196271d0c"},
+    {file = "cffi-1.14.2-cp27-cp27m-win_amd64.whl", hash = "sha256:15a5f59a4808f82d8ec7364cbace851df591c2d43bc76bcbe5c4543a7ddd1bf1"},
+    {file = "cffi-1.14.2-cp27-cp27mu-manylinux1_i686.whl", hash = "sha256:e4082d832e36e7f9b2278bc774886ca8207346b99f278e54c9de4834f17232f7"},
+    {file = "cffi-1.14.2-cp27-cp27mu-manylinux1_x86_64.whl", hash = "sha256:57214fa5430399dffd54f4be37b56fe22cedb2b98862550d43cc085fb698dc2c"},
+    {file = "cffi-1.14.2-cp35-cp35m-macosx_10_9_x86_64.whl", hash = "sha256:6843db0343e12e3f52cc58430ad559d850a53684f5b352540ca3f1bc56df0731"},
+    {file = "cffi-1.14.2-cp35-cp35m-manylinux1_i686.whl", hash = "sha256:577791f948d34d569acb2d1add5831731c59d5a0c50a6d9f629ae1cefd9ca4a0"},
+    {file = "cffi-1.14.2-cp35-cp35m-manylinux1_x86_64.whl", hash = "sha256:8662aabfeab00cea149a3d1c2999b0731e70c6b5bac596d95d13f643e76d3d4e"},
+    {file = "cffi-1.14.2-cp35-cp35m-win32.whl", hash = "sha256:837398c2ec00228679513802e3744d1e8e3cb1204aa6ad408b6aff081e99a487"},
+    {file = "cffi-1.14.2-cp35-cp35m-win_amd64.whl", hash = "sha256:bf44a9a0141a082e89c90e8d785b212a872db793a0080c20f6ae6e2a0ebf82ad"},
+    {file = "cffi-1.14.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:29c4688ace466a365b85a51dcc5e3c853c1d283f293dfcc12f7a77e498f160d2"},
+    {file = "cffi-1.14.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:99cc66b33c418cd579c0f03b77b94263c305c389cb0c6972dac420f24b3bf123"},
+    {file = "cffi-1.14.2-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:65867d63f0fd1b500fa343d7798fa64e9e681b594e0a07dc934c13e76ee28fb1"},
+    {file = "cffi-1.14.2-cp36-cp36m-win32.whl", hash = "sha256:f5033952def24172e60493b68717792e3aebb387a8d186c43c020d9363ee7281"},
+    {file = "cffi-1.14.2-cp36-cp36m-win_amd64.whl", hash = "sha256:7057613efefd36cacabbdbcef010e0a9c20a88fc07eb3e616019ea1692fa5df4"},
+    {file = "cffi-1.14.2-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:6539314d84c4d36f28d73adc1b45e9f4ee2a89cdc7e5d2b0a6dbacba31906798"},
+    {file = "cffi-1.14.2-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:672b539db20fef6b03d6f7a14b5825d57c98e4026401fce838849f8de73fe4d4"},
+    {file = "cffi-1.14.2-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:95e9094162fa712f18b4f60896e34b621df99147c2cee216cfa8f022294e8e9f"},
+    {file = "cffi-1.14.2-cp37-cp37m-win32.whl", hash = "sha256:b9aa9d8818c2e917fa2c105ad538e222a5bce59777133840b93134022a7ce650"},
+    {file = "cffi-1.14.2-cp37-cp37m-win_amd64.whl", hash = "sha256:e4b9b7af398c32e408c00eb4e0d33ced2f9121fd9fb978e6c1b57edd014a7d15"},
+    {file = "cffi-1.14.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:e613514a82539fc48291d01933951a13ae93b6b444a88782480be32245ed4afa"},
+    {file = "cffi-1.14.2-cp38-cp38-manylinux1_i686.whl", hash = "sha256:9b219511d8b64d3fa14261963933be34028ea0e57455baf6781fe399c2c3206c"},
+    {file = "cffi-1.14.2-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:c0b48b98d79cf795b0916c57bebbc6d16bb43b9fc9b8c9f57f4cf05881904c75"},
+    {file = "cffi-1.14.2-cp38-cp38-win32.whl", hash = "sha256:15419020b0e812b40d96ec9d369b2bc8109cc3295eac6e013d3261343580cc7e"},
+    {file = "cffi-1.14.2-cp38-cp38-win_amd64.whl", hash = "sha256:12a453e03124069b6896107ee133ae3ab04c624bb10683e1ed1c1663df17c13c"},
+    {file = "cffi-1.14.2.tar.gz", hash = "sha256:ae8f34d50af2c2154035984b8b5fc5d9ed63f32fe615646ab435b05b132ca91b"},
+]
 
 [package.dependencies]
 pycparser = "*"
 
 [[package]]
-category = "dev"
-description = "Universal encoding detector for Python 2 and 3"
 name = "chardet"
+version = "3.0.4"
+description = "Universal encoding detector for Python 2 and 3"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.0.4"
+files = [
+    {file = "chardet-3.0.4-py2.py3-none-any.whl", hash = "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"},
+    {file = "chardet-3.0.4.tar.gz", hash = "sha256:84ab92ed1c4d4f16916e05906b6b75a6c0fb5db821cc65e70cbd64a3e2a5eaae"},
+]
 
 [[package]]
-category = "dev"
-description = "Composable command line interface toolkit"
 name = "click"
+version = "7.1.2"
+description = "Composable command line interface toolkit"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "7.1.2"
+files = [
+    {file = "click-7.1.2-py2.py3-none-any.whl", hash = "sha256:dacca89f4bfadd5de3d7489b7c8a566eee0d3676333fbb50030263894c38c0dc"},
+    {file = "click-7.1.2.tar.gz", hash = "sha256:d2b5255c7c6349bc1bd1e59e08cd12acbbd63ce649f2588755783aa94dfb6b1a"},
+]
 
 [[package]]
-category = "main"
-description = "Extended pickling support for Python objects"
 name = "cloudpickle"
+version = "1.5.0"
+description = "Extended pickling support for Python objects"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "1.5.0"
+files = [
+    {file = "cloudpickle-1.5.0-py3-none-any.whl", hash = "sha256:994d503de22399a8a09091b091e3850509144ede72977ac475f323096eb72936"},
+    {file = "cloudpickle-1.5.0.tar.gz", hash = "sha256:820c9245cebdec7257211cbe88745101d5d6a042bca11336d78ebd4897ddbc82"},
+]
 
 [[package]]
-category = "main"
-description = "Cross-platform colored terminal text."
-marker = "sys_platform == \"win32\""
 name = "colorama"
+version = "0.4.3"
+description = "Cross-platform colored terminal text."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.4.3"
+files = [
+    {file = "colorama-0.4.3-py2.py3-none-any.whl", hash = "sha256:7d73d2a99753107a36ac6b455ee49046802e59d9d076ef8e47b61499fa29afff"},
+    {file = "colorama-0.4.3.tar.gz", hash = "sha256:e96da0d330793e2cb9485e9ddfd918d456036c7149416295932478192f4436a1"},
+]
 
 [[package]]
-category = "main"
-description = "Composable style cycles"
 name = "cycler"
+version = "0.10.0"
+description = "Composable style cycles"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.10.0"
+files = [
+    {file = "cycler-0.10.0-py2.py3-none-any.whl", hash = "sha256:1d8a5ae1ff6c5cf9b93e8811e581232ad8920aeec647c37316ceac982b08cb2d"},
+    {file = "cycler-0.10.0.tar.gz", hash = "sha256:cd7b2d1018258d7247a71425e9f26463dfb444d411c39569972f4ce586b0c9d8"},
+]
 
 [package.dependencies]
 six = "*"
 
 [[package]]
-category = "main"
-description = "Parallel PyData with Task Scheduling"
 name = "dask"
+version = "2.23.0"
+description = "Parallel PyData with Task Scheduling"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "2.23.0"
+files = [
+    {file = "dask-2.23.0-py3-none-any.whl", hash = "sha256:638adf45e0cbe744c05531f2617259098f071f72c1b6cbefb66116632b93e56d"},
+    {file = "dask-2.23.0.tar.gz", hash = "sha256:6f48f0e663762dd881625333412e3ac162055e7bcea121e1cabf84b88981a8f9"},
+]
 
 [package.dependencies]
+cloudpickle = {version = ">=0.2.2", optional = true, markers = "extra == \"delayed\""}
 pyyaml = "*"
-
-[package.dependencies.cloudpickle]
-optional = true
-version = ">=0.2.2"
-
-[package.dependencies.toolz]
-optional = true
-version = ">=0.8.2"
+toolz = {version = ">=0.8.2", optional = true, markers = "extra == \"delayed\""}
 
 [package.extras]
 array = ["numpy (>=1.13.0)", "toolz (>=0.8.2)"]
-bag = ["cloudpickle (>=0.2.2)", "fsspec (>=0.6.0)", "toolz (>=0.8.2)", "partd (>=0.3.10)"]
+bag = ["cloudpickle (>=0.2.2)", "fsspec (>=0.6.0)", "partd (>=0.3.10)", "toolz (>=0.8.2)"]
 complete = ["bokeh (>=1.0.0)", "cloudpickle (>=0.2.2)", "distributed (>=2.0)", "fsspec (>=0.6.0)", "numpy (>=1.13.0)", "pandas (>=0.23.0)", "partd (>=0.3.10)", "toolz (>=0.8.2)"]
-dataframe = ["numpy (>=1.13.0)", "pandas (>=0.23.0)", "toolz (>=0.8.2)", "partd (>=0.3.10)", "fsspec (>=0.6.0)"]
+dataframe = ["fsspec (>=0.6.0)", "numpy (>=1.13.0)", "pandas (>=0.23.0)", "partd (>=0.3.10)", "toolz (>=0.8.2)"]
 delayed = ["cloudpickle (>=0.2.2)", "toolz (>=0.8.2)"]
 diagnostics = ["bokeh (>=1.0.0)"]
 distributed = ["distributed (>=2.0)"]
 
 [[package]]
-category = "main"
-description = "Multi-target Random Forest implementation that can mix both classification and regression tasks."
 name = "decision-tree-morfist"
+version = "0.3.3"
+description = "Multi-target Random Forest implementation that can mix both classification and regression tasks."
+category = "main"
 optional = false
 python-versions = ">=3.8.0,<4.0.0"
-version = "0.3.3"
+files = [
+    {file = "decision-tree-morfist-0.3.3.tar.gz", hash = "sha256:3699b44ae541c6209817a63c4066eacb9b3833e171d6d6c8236bd44679b9fc95"},
+    {file = "decision_tree_morfist-0.3.3-py3-none-any.whl", hash = "sha256:e77a0b9d762d91daa82acfa8073a887d21d5b16d9600b6efac1877b3535874c5"},
+]
 
 [package.dependencies]
 numba = ">=0.51.0,<0.52.0"
@@ -190,99 +306,134 @@ numpy = ">=1.19.1,<2.0.0"
 scipy = ">=1.5.2,<2.0.0"
 
 [[package]]
-category = "main"
-description = "Decorators for Humans"
 name = "decorator"
+version = "4.4.2"
+description = "Decorators for Humans"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*"
-version = "4.4.2"
+files = [
+    {file = "decorator-4.4.2-py2.py3-none-any.whl", hash = "sha256:41fa54c2a0cc4ba648be4fd43cff00aedf5b9465c9bf18d64325bc225f08f760"},
+    {file = "decorator-4.4.2.tar.gz", hash = "sha256:e3a62f0520172440ca0dcc823749319382e377f37f140a0b99ef45fecb84bfe7"},
+]
 
 [[package]]
-category = "dev"
-description = "XML bomb protection for Python stdlib modules"
 name = "defusedxml"
+version = "0.6.0"
+description = "XML bomb protection for Python stdlib modules"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.6.0"
+files = [
+    {file = "defusedxml-0.6.0-py2.py3-none-any.whl", hash = "sha256:6687150770438374ab581bb7a1b327a847dd9c5749e396102de3fad4e8a3ef93"},
+    {file = "defusedxml-0.6.0.tar.gz", hash = "sha256:f684034d135af4c6cbb949b8a4d2ed61634515257a67299e5f940fbaa34377f5"},
+]
 
 [[package]]
-category = "dev"
-description = "Discover and load entry points from installed packages."
 name = "entrypoints"
+version = "0.3"
+description = "Discover and load entry points from installed packages."
+category = "dev"
 optional = false
 python-versions = ">=2.7"
-version = "0.3"
+files = [
+    {file = "entrypoints-0.3-py2.py3-none-any.whl", hash = "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19"},
+    {file = "entrypoints-0.3.tar.gz", hash = "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"},
+]
 
 [[package]]
-category = "dev"
-description = "Clean single-source support for Python 3 and 2"
 name = "future"
+version = "0.18.2"
+description = "Clean single-source support for Python 3 and 2"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "0.18.2"
+files = [
+    {file = "future-0.18.2.tar.gz", hash = "sha256:b1bead90b70cf6ec3f0710ae53a525360fa360d306a86583adc6bf83a4db537d"},
+]
 
 [[package]]
-category = "main"
-description = "Simple Python interface for Graphviz"
 name = "graphviz"
+version = "0.14.1"
+description = "Simple Python interface for Graphviz"
+category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
-version = "0.14.1"
+files = [
+    {file = "graphviz-0.14.1-py2.py3-none-any.whl", hash = "sha256:088562ef6e3dad5e8dde9389caf4a84f768e65dcaa08238cfcdf36d2b30ccf61"},
+    {file = "graphviz-0.14.1.zip", hash = "sha256:f5aad52a652c06825dcc5ee018d920fca26aef339386866094597fb3f2f222ce"},
+]
 
 [package.extras]
-dev = ["tox (>=3)", "flake8", "pep8-naming", "wheel", "twine"]
+dev = ["flake8", "pep8-naming", "tox (>=3)", "twine", "wheel"]
 docs = ["sphinx (>=1.8)", "sphinx-rtd-theme"]
-test = ["mock (>=3)", "pytest (>=4)", "pytest-mock (>=2)", "pytest-cov"]
+test = ["mock (>=3)", "pytest (>=4)", "pytest-cov", "pytest-mock (>=2)"]
 
 [[package]]
-category = "dev"
-description = "Internationalized Domain Names in Applications (IDNA)"
 name = "idna"
+version = "2.10"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.10"
+files = [
+    {file = "idna-2.10-py2.py3-none-any.whl", hash = "sha256:b97d804b1e9b523befed77c48dacec60e6dcb0b5391d57af6a65a312a90648c0"},
+    {file = "idna-2.10.tar.gz", hash = "sha256:b307872f855b18632ce0c21c5e45be78c0ea7ae4c15c828c20788b26921eb3f6"},
+]
 
 [[package]]
-category = "dev"
-description = "iniconfig: brain-dead simple config-ini parsing"
 name = "iniconfig"
-optional = false
-python-versions = "*"
 version = "1.0.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "iniconfig-1.0.1-py3-none-any.whl", hash = "sha256:80cf40c597eb564e86346103f609d74efce0f6b4d4f30ec8ce9e2c26411ba437"},
+    {file = "iniconfig-1.0.1.tar.gz", hash = "sha256:e5f92f89355a67de0595932a6c6c02ab4afddc6fcdc0bfc5becd0d60884d3f69"},
+]
 
 [[package]]
-category = "dev"
-description = "IPython Kernel for Jupyter"
 name = "ipykernel"
+version = "5.3.4"
+description = "IPython Kernel for Jupyter"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "5.3.4"
+files = [
+    {file = "ipykernel-5.3.4-py3-none-any.whl", hash = "sha256:d6fbba26dba3cebd411382bc484f7bc2caa98427ae0ddb4ab37fe8bfeb5c7dd3"},
+    {file = "ipykernel-5.3.4.tar.gz", hash = "sha256:9b2652af1607986a1b231c62302d070bc0534f564c393a5d9d130db9abbbe89d"},
+]
 
 [package.dependencies]
-appnope = "*"
+appnope = {version = "*", markers = "platform_system == \"Darwin\""}
 ipython = ">=5.0.0"
 jupyter-client = "*"
 tornado = ">=4.2"
 traitlets = ">=4.1.0"
 
 [package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose"]
+test = ["flaky", "nose", "pytest (!=5.3.4)", "pytest-cov"]
 
 [[package]]
-category = "main"
-description = "IPython: Productive Interactive Computing"
 name = "ipython"
+version = "7.17.0"
+description = "IPython: Productive Interactive Computing"
+category = "main"
 optional = false
 python-versions = ">=3.7"
-version = "7.17.0"
+files = [
+    {file = "ipython-7.17.0-py3-none-any.whl", hash = "sha256:5a8f159ca8b22b9a0a1f2a28befe5ad2b703339afb58c2ffe0d7c8d7a3af5999"},
+    {file = "ipython-7.17.0.tar.gz", hash = "sha256:b70974aaa2674b05eb86a910c02ed09956a33f2dd6c71afc60f0b128a77e7f28"},
+]
 
 [package.dependencies]
-appnope = "*"
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
 backcall = "*"
-colorama = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
 jedi = ">=0.10"
-pexpect = "*"
+pexpect = {version = "*", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
 prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
 pygments = "*"
@@ -295,41 +446,53 @@ doc = ["Sphinx (>=1.3)"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
-notebook = ["notebook", "ipywidgets"]
+notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.14)"]
+test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.14)", "pygments", "requests", "testpath"]
 
 [[package]]
-category = "main"
-description = "Vestigial utilities from IPython"
 name = "ipython-genutils"
+version = "0.2.0"
+description = "Vestigial utilities from IPython"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.2.0"
+files = [
+    {file = "ipython_genutils-0.2.0-py2.py3-none-any.whl", hash = "sha256:72dd37233799e619666c9f639a9da83c34013a73e8bbc79a7a6348d93c61fab8"},
+    {file = "ipython_genutils-0.2.0.tar.gz", hash = "sha256:eb2e116e75ecef9d4d228fdc66af54269afa26ab4463042e33785b887c628ba8"},
+]
 
 [[package]]
-category = "main"
-description = "An autocompletion tool for Python that can be used for text editors."
 name = "jedi"
+version = "0.17.2"
+description = "An autocompletion tool for Python that can be used for text editors."
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "0.17.2"
+files = [
+    {file = "jedi-0.17.2-py2.py3-none-any.whl", hash = "sha256:98cc583fa0f2f8304968199b01b6b4b94f469a1f4a74c1560506ca2a211378b5"},
+    {file = "jedi-0.17.2.tar.gz", hash = "sha256:86ed7d9b750603e4ba582ea8edc678657fb4007894a12bcf6f4bb97892f31d20"},
+]
 
 [package.dependencies]
 parso = ">=0.7.0,<0.8.0"
 
 [package.extras]
-qa = ["flake8 (3.7.9)"]
+qa = ["flake8 (==3.7.9)"]
 testing = ["Django (<3.1)", "colorama", "docopt", "pytest (>=3.9.0,<5.0.0)"]
 
 [[package]]
-category = "dev"
-description = "A very fast and expressive template engine."
 name = "jinja2"
+version = "2.11.2"
+description = "A very fast and expressive template engine."
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.11.2"
+files = [
+    {file = "Jinja2-2.11.2-py2.py3-none-any.whl", hash = "sha256:f0a4641d3cf955324a89c04f3d94663aa4d638abe8f733ecd3582848e1c37035"},
+    {file = "Jinja2-2.11.2.tar.gz", hash = "sha256:89aab215427ef59c34ad58735269eb58b1a5808103067f7bb9d5836c651b3bb0"},
+]
 
 [package.dependencies]
 MarkupSafe = ">=0.23"
@@ -338,31 +501,43 @@ MarkupSafe = ">=0.23"
 i18n = ["Babel (>=0.8)"]
 
 [[package]]
-category = "main"
-description = "Lightweight pipelining: using Python functions as pipeline jobs."
 name = "joblib"
+version = "1.1.1"
+description = "Lightweight pipelining with Python functions"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "0.16.0"
+files = [
+    {file = "joblib-1.1.1-py2.py3-none-any.whl", hash = "sha256:f9d6c3cdf2a7778e9058e10e9dba028e47771a1a355e5768f46704bf05342eba"},
+    {file = "joblib-1.1.1.tar.gz", hash = "sha256:301f0375f49586a7effee3f6348c419d5765fca1c750186b20690a0d90b82900"},
+]
 
 [[package]]
-category = "dev"
-description = "A Python implementation of the JSON5 data format."
 name = "json5"
+version = "0.9.5"
+description = "A Python implementation of the JSON5 data format."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.9.5"
+files = [
+    {file = "json5-0.9.5-py2.py3-none-any.whl", hash = "sha256:af1a1b9a2850c7f62c23fde18be4749b3599fd302f494eebf957e2ada6b9e42c"},
+    {file = "json5-0.9.5.tar.gz", hash = "sha256:703cfee540790576b56a92e1c6aaa6c4b0d98971dc358ead83812aa4d06bdb96"},
+]
 
 [package.extras]
 dev = ["hypothesis"]
 
 [[package]]
-category = "dev"
-description = "An implementation of JSON Schema validation for Python"
 name = "jsonschema"
+version = "3.2.0"
+description = "An implementation of JSON Schema validation for Python"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.2.0"
+files = [
+    {file = "jsonschema-3.2.0-py2.py3-none-any.whl", hash = "sha256:4e5b3cf8216f577bee9ce139cbe72eca3ea4f292ec60928ff24758ce626cd163"},
+    {file = "jsonschema-3.2.0.tar.gz", hash = "sha256:c8a85b28d377cc7737e46e2d9f2b4f44ee3c0e1deac6bf46ddefc7187d30797a"},
+]
 
 [package.dependencies]
 attrs = ">=17.4.0"
@@ -372,15 +547,19 @@ six = ">=1.11.0"
 
 [package.extras]
 format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"]
-format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"]
+format-nongpl = ["idna", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "webcolors"]
 
 [[package]]
-category = "dev"
-description = "Jupyter protocol implementation and client libraries"
 name = "jupyter-client"
+version = "6.1.6"
+description = "Jupyter protocol implementation and client libraries"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.6"
+files = [
+    {file = "jupyter_client-6.1.6-py3-none-any.whl", hash = "sha256:7ad9aa91505786420d77edc5f9fb170d51050c007338ba8d196f603223fd3b3a"},
+    {file = "jupyter_client-6.1.6.tar.gz", hash = "sha256:b360f8d4638bc577a4656e93f86298db755f915098dc763f6fc05da0c5d7a595"},
+]
 
 [package.dependencies]
 jupyter-core = ">=4.6.0"
@@ -393,24 +572,32 @@ traitlets = "*"
 test = ["async-generator", "ipykernel", "ipython", "mock", "pytest", "pytest-asyncio", "pytest-timeout"]
 
 [[package]]
-category = "dev"
-description = "Jupyter core package. A base package on which Jupyter projects rely."
 name = "jupyter-core"
+version = "4.6.3"
+description = "Jupyter core package. A base package on which Jupyter projects rely."
+category = "dev"
 optional = false
 python-versions = "!=3.0,!=3.1,!=3.2,!=3.3,!=3.4,>=2.7"
-version = "4.6.3"
+files = [
+    {file = "jupyter_core-4.6.3-py2.py3-none-any.whl", hash = "sha256:a4ee613c060fe5697d913416fc9d553599c05e4492d58fac1192c9a6844abb21"},
+    {file = "jupyter_core-4.6.3.tar.gz", hash = "sha256:394fd5dd787e7c8861741880bdf8a00ce39f95de5d18e579c74b882522219e7e"},
+]
 
 [package.dependencies]
-pywin32 = ">=1.0"
+pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 traitlets = "*"
 
 [[package]]
-category = "dev"
-description = "The JupyterLab notebook server extension."
 name = "jupyterlab"
+version = "2.2.4"
+description = "The JupyterLab notebook server extension."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "2.2.4"
+files = [
+    {file = "jupyterlab-2.2.4-py3-none-any.whl", hash = "sha256:8f4cfebf81727f6bbfc59faa7ade38493a52015736f077f815488881315a6c92"},
+    {file = "jupyterlab-2.2.4.tar.gz", hash = "sha256:e9d26c4c1cf4f7760dfa9ccd3fd5ea5027ae2767f22c7766dbb2fbb5e5dfcd4b"},
+]
 
 [package.dependencies]
 jinja2 = ">=2.10"
@@ -419,16 +606,20 @@ notebook = ">=4.3.1"
 tornado = "<6.0.0 || >6.0.0,<6.0.1 || >6.0.1,<6.0.2 || >6.0.2"
 
 [package.extras]
-docs = ["jsx-lexer", "recommonmark", "sphinx", "sphinx-rtd-theme", "sphinx-copybutton"]
-test = ["pytest", "pytest-check-links", "requests", "wheel", "virtualenv"]
+docs = ["jsx-lexer", "recommonmark", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
+test = ["pytest", "pytest-check-links", "requests", "virtualenv", "wheel"]
 
 [[package]]
-category = "dev"
-description = "JupyterLab Server"
 name = "jupyterlab-server"
+version = "1.2.0"
+description = "JupyterLab Server"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "1.2.0"
+files = [
+    {file = "jupyterlab_server-1.2.0-py3-none-any.whl", hash = "sha256:55d256077bf13e5bc9e8fbd5aac51bef82f6315111cec6b712b9a5ededbba924"},
+    {file = "jupyterlab_server-1.2.0.tar.gz", hash = "sha256:5431d9dde96659364b7cc877693d5d21e7b80cea7ae3959ecc2b87518e5f5d8c"},
+]
 
 [package.dependencies]
 jinja2 = ">=2.10"
@@ -441,20 +632,47 @@ requests = "*"
 test = ["pytest", "requests"]
 
 [[package]]
-category = "main"
-description = "A fast implementation of the Cassowary constraint solver"
 name = "kiwisolver"
+version = "1.2.0"
+description = "A fast implementation of the Cassowary constraint solver"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "1.2.0"
+files = [
+    {file = "kiwisolver-1.2.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:443c2320520eda0a5b930b2725b26f6175ca4453c61f739fef7a5847bd262f74"},
+    {file = "kiwisolver-1.2.0-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:efcf3397ae1e3c3a4a0a0636542bcad5adad3b1dd3e8e629d0b6e201347176c8"},
+    {file = "kiwisolver-1.2.0-cp36-cp36m-manylinux1_x86_64.whl", hash = "sha256:fccefc0d36a38c57b7bd233a9b485e2f1eb71903ca7ad7adacad6c28a56d62d2"},
+    {file = "kiwisolver-1.2.0-cp36-cp36m-manylinux2014_aarch64.whl", hash = "sha256:be046da49fbc3aa9491cc7296db7e8d27bcf0c3d5d1a40259c10471b014e4e0c"},
+    {file = "kiwisolver-1.2.0-cp36-none-win32.whl", hash = "sha256:60a78858580761fe611d22127868f3dc9f98871e6fdf0a15cc4203ed9ba6179b"},
+    {file = "kiwisolver-1.2.0-cp36-none-win_amd64.whl", hash = "sha256:556da0a5f60f6486ec4969abbc1dd83cf9b5c2deadc8288508e55c0f5f87d29c"},
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+    {file = "kiwisolver-1.2.0-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:c955791d80e464da3b471ab41eb65cf5a40c15ce9b001fdc5bbc241170de58ec"},
+    {file = "kiwisolver-1.2.0-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:603162139684ee56bcd57acc74035fceed7dd8d732f38c0959c8bd157f913fec"},
+    {file = "kiwisolver-1.2.0-cp37-cp37m-manylinux2014_aarch64.whl", hash = "sha256:63f55f490b958b6299e4e5bdac66ac988c3d11b7fafa522800359075d4fa56d1"},
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+    {file = "kiwisolver-1.2.0-cp38-cp38-manylinux1_i686.whl", hash = "sha256:d52b989dc23cdaa92582ceb4af8d5bcc94d74b2c3e64cd6785558ec6a879793e"},
+    {file = "kiwisolver-1.2.0-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:e586b28354d7b6584d8973656a7954b1c69c93f708c0c07b77884f91640b7657"},
+    {file = "kiwisolver-1.2.0-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:38d05c9ecb24eee1246391820ed7137ac42a50209c203c908154782fced90e44"},
+    {file = "kiwisolver-1.2.0-cp38-none-win32.whl", hash = "sha256:d069ef4b20b1e6b19f790d00097a5d5d2c50871b66d10075dab78938dc2ee2cf"},
+    {file = "kiwisolver-1.2.0-cp38-none-win_amd64.whl", hash = "sha256:18d749f3e56c0480dccd1714230da0f328e6e4accf188dd4e6884bdd06bf02dd"},
+    {file = "kiwisolver-1.2.0.tar.gz", hash = "sha256:247800260cd38160c362d211dcaf4ed0f7816afb5efe56544748b21d6ad6d17f"},
+]
 
 [[package]]
-category = "main"
-description = "LightGBM Python Package"
 name = "lightgbm"
+version = "2.3.1"
+description = "LightGBM Python Package"
+category = "main"
 optional = false
 python-versions = "*"
-version = "2.3.1"
+files = [
+    {file = "lightgbm-2.3.1-py2.py3-none-macosx_10_9_x86_64.macosx_10_10_x86_64.macosx_10_11_x86_64.macosx_10_12_x86_64.macosx_10_13_x86_64.macosx_10_14_x86_64.macosx_10_15_x86_64.whl", hash = "sha256:c35743f825af65bd96106d4df1ee36a5f0f2d1140e2ed2e98e6742a931771730"},
+    {file = "lightgbm-2.3.1-py2.py3-none-manylinux1_x86_64.whl", hash = "sha256:d0c51c79cf34c6dc717fd6a1c1e5c73eb428ade51228fedd6e6ca26ed4756190"},
+    {file = "lightgbm-2.3.1-py2.py3-none-win_amd64.whl", hash = "sha256:c6968efcc5c19f9867592f885edbfaf2d753f7fd8ce924453ac8b453dbf81f55"},
+    {file = "lightgbm-2.3.1.tar.gz", hash = "sha256:bd1817be401e74c0d8b049e97ea2f35d2ce155cfa130119ce4195ea207bd6388"},
+]
 
 [package.dependencies]
 numpy = "*"
@@ -462,153 +680,279 @@ scikit-learn = "*"
 scipy = "*"
 
 [[package]]
-category = "dev"
-description = "Python LiveReload is an awesome tool for web developers"
 name = "livereload"
+version = "2.6.2"
+description = "Python LiveReload is an awesome tool for web developers"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "2.6.2"
+files = [
+    {file = "livereload-2.6.2.tar.gz", hash = "sha256:d1eddcb5c5eb8d2ca1fa1f750e580da624c0f7fcb734aa5780dc81b7dcbd89be"},
+]
 
 [package.dependencies]
 six = "*"
-
-[package.dependencies.tornado]
-python = ">=2.8"
-version = "*"
+tornado = {version = "*", markers = "python_version > \"2.7\""}
 
 [[package]]
-category = "main"
-description = "lightweight wrapper around basic LLVM functionality"
 name = "llvmlite"
+version = "0.34.0"
+description = "lightweight wrapper around basic LLVM functionality"
+category = "main"
 optional = false
 python-versions = ">=3.6"
-version = "0.34.0"
+files = [
+    {file = "llvmlite-0.34.0-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:11342e5ac320c953590bdd9d0dec8c52f4b5252c4c6335ba25f1e7b9f91f9325"},
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+    {file = "llvmlite-0.34.0-cp36-cp36m-win_amd64.whl", hash = "sha256:5acdc3c3c7ea0ef7a1a6b442272e05d695bc8492e5b07666135ed1cfbf4ab9d2"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:bb96989bc57a1ccb131e7a0e061d07b68139b6f81a98912345d53d9239e231e1"},
+    {file = "llvmlite-0.34.0-cp37-cp37m-manylinux2010_i686.whl", hash = "sha256:6d3f81992f52a94077e7b9b16497029daf5b5eebb2cce56f3c8345bbc9c6308e"},
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+    {file = "llvmlite-0.34.0-cp38-cp38-manylinux2010_i686.whl", hash = "sha256:8f344102745fceba6eb5bf03c228bb290e9bc79157e9506a4a72878d636f9b3c"},
+    {file = "llvmlite-0.34.0-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:05253f3f44fab0148276335b2c1b2c4a78143dfa78e6bafd7f937d6248f297cc"},
+    {file = "llvmlite-0.34.0-cp38-cp38-win32.whl", hash = "sha256:28264f9e2b3df4135cbcfca5a91c5b0b31dd3fc02fa623b4bb13327f0cd4fc80"},
+    {file = "llvmlite-0.34.0-cp38-cp38-win_amd64.whl", hash = "sha256:964f8f7a2184963cb3617d057c2382575953e488b7bb061b632ee014cfef110a"},
+    {file = "llvmlite-0.34.0.tar.gz", hash = "sha256:f03ee0d19bca8f2fe922bb424a909d05c28411983b0c2bc58b020032a0d11f63"},
+]
 
 [[package]]
-category = "dev"
-description = "A Python implementation of Lunr.js"
 name = "lunr"
+version = "0.5.8"
+description = "A Python implementation of Lunr.js"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.5.8"
+files = [
+    {file = "lunr-0.5.8-py2.py3-none-any.whl", hash = "sha256:aab3f489c4d4fab4c1294a257a30fec397db56f0a50273218ccc3efdbf01d6ca"},
+    {file = "lunr-0.5.8.tar.gz", hash = "sha256:c4fb063b98eff775dd638b3df380008ae85e6cb1d1a24d1cd81a10ef6391c26e"},
+]
 
 [package.dependencies]
 future = ">=0.16.0"
+nltk = {version = ">=3.2.5", optional = true, markers = "python_version > \"2.7\" and extra == \"languages\""}
 six = ">=1.11.0"
 
-[package.dependencies.nltk]
-optional = true
-python = ">=2.8"
-version = ">=3.2.5"
-
 [package.extras]
-languages = ["nltk (>=3.2.5,<3.5)", "nltk (>=3.2.5)"]
+languages = ["nltk (>=3.2.5)", "nltk (>=3.2.5,<3.5)"]
 
 [[package]]
-category = "dev"
-description = "Python implementation of Markdown."
 name = "markdown"
+version = "3.2.2"
+description = "Python implementation of Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "3.2.2"
+files = [
+    {file = "Markdown-3.2.2-py3-none-any.whl", hash = "sha256:c467cd6233885534bf0fe96e62e3cf46cfc1605112356c4f9981512b8174de59"},
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+]
 
 [package.extras]
 testing = ["coverage", "pyyaml"]
 
 [[package]]
-category = "dev"
-description = "Safely add untrusted strings to HTML/XML markup."
 name = "markupsafe"
+version = "1.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
-version = "1.1.1"
+files = [
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 name = "matplotlib"
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+description = "Python plotting package"
+category = "main"
 optional = false
 python-versions = ">=3.6"
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-[package.dependencies]
-certifi = ">=2020.06.20"
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+]
+
+[package.dependencies]
+certifi = ">=2020.06.20"
+cycler = ">=0.10"
+kiwisolver = ">=1.0.1"
+numpy = ">=1.15"
+pillow = ">=6.2.0"
+pyparsing = ">=2.0.3,<2.0.4 || >2.0.4,<2.1.2 || >2.1.2,<2.1.6 || >2.1.6"
+python-dateutil = ">=2.1"
+
 [[package]]
-category = "dev"
-description = "The fastest markdown parser in pure Python"
 name = "mistune"
+version = "0.8.4"
+description = "The fastest markdown parser in pure Python"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.8.4"
+files = [
+    {file = "mistune-0.8.4-py2.py3-none-any.whl", hash = "sha256:88a1051873018da288eee8538d476dffe1262495144b33ecb586c4ab266bb8d4"},
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+]
 
 [[package]]
-category = "dev"
-description = "Project documentation with Markdown."
 name = "mkdocs"
+version = "1.1.2"
+description = "Project documentation with Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "1.1.2"
+files = [
+    {file = "mkdocs-1.1.2-py3-none-any.whl", hash = "sha256:096f52ff52c02c7e90332d2e53da862fde5c062086e1b5356a6e392d5d60f5e9"},
+    {file = "mkdocs-1.1.2.tar.gz", hash = "sha256:f0b61e5402b99d7789efa032c7a74c90a20220a9c81749da06dbfbcbd52ffb39"},
+]
 
 [package.dependencies]
+click = ">=3.3"
 Jinja2 = ">=2.10.1"
+livereload = ">=2.5.1"
+lunr = {version = "0.5.8", extras = ["languages"]}
 Markdown = ">=3.2.1"
 PyYAML = ">=3.10"
-click = ">=3.3"
-livereload = ">=2.5.1"
 tornado = ">=5.0"
 
-[package.dependencies.lunr]
-extras = ["languages"]
-version = "0.5.8"
-
 [[package]]
-category = "dev"
-description = "A Material Design theme for MkDocs"
 name = "mkdocs-material"
+version = "5.5.7"
+description = "A Material Design theme for MkDocs"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "5.5.7"
+files = [
+    {file = "mkdocs-material-5.5.7.tar.gz", hash = "sha256:6b7ecfba2da9bb0b3a0cc6a92ae543f034572ab56aba3814b6f03c30404d0410"},
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+]
 
 [package.dependencies]
-Pygments = ">=2.4"
 markdown = ">=3.2"
 mkdocs = ">=1.1"
 mkdocs-material-extensions = ">=1.0"
+Pygments = ">=2.4"
 pymdown-extensions = ">=7.0"
 
 [[package]]
-category = "dev"
-description = "Extension pack for Python Markdown."
 name = "mkdocs-material-extensions"
+version = "1.0"
+description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "1.0"
+files = [
+    {file = "mkdocs-material-extensions-1.0.tar.gz", hash = "sha256:17d7491e189af75700310b7ec33c6c48a22060b8b445001deca040cb60471cde"},
+    {file = "mkdocs_material_extensions-1.0-py3-none-any.whl", hash = "sha256:09569c3694b5acc1e8334c9730e52b4bcde65fc9d613cc20e49af131ef1a9ca0"},
+]
 
 [package.dependencies]
 mkdocs-material = ">=5.0.0"
 
 [[package]]
-category = "dev"
-description = "More routines for operating on iterables, beyond itertools"
 name = "more-itertools"
+version = "8.4.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "8.4.0"
+files = [
+    {file = "more-itertools-8.4.0.tar.gz", hash = "sha256:68c70cc7167bdf5c7c9d8f6954a7837089c6a36bf565383919bb595efb8a17e5"},
+    {file = "more_itertools-8.4.0-py3-none-any.whl", hash = "sha256:b78134b2063dd214000685165d81c154522c3ee0a1c0d4d113c80361c234c5a2"},
+]
 
 [[package]]
-category = "dev"
-description = "Converting Jupyter Notebooks"
 name = "nbconvert"
+version = "5.6.1"
+description = "Converting Jupyter Notebooks"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "5.6.1"
+files = [
+    {file = "nbconvert-5.6.1-py2.py3-none-any.whl", hash = "sha256:f0d6ec03875f96df45aa13e21fd9b8450c42d7e1830418cccc008c0df725fcee"},
+    {file = "nbconvert-5.6.1.tar.gz", hash = "sha256:21fb48e700b43e82ba0e3142421a659d7739b65568cc832a13976a77be16b523"},
+]
 
 [package.dependencies]
 bleach = "*"
@@ -624,19 +968,23 @@ testpath = "*"
 traitlets = ">=4.2"
 
 [package.extras]
-all = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=5.3.1)", "ipywidgets (>=7)", "pebble", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "sphinxcontrib-github-alt", "ipython", "mock"]
-docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "sphinxcontrib-github-alt", "ipython", "jupyter-client (>=5.3.1)"]
+all = ["ipykernel", "ipython", "ipywidgets (>=7)", "jupyter-client (>=5.3.1)", "mock", "nbsphinx (>=0.2.12)", "pebble", "pytest", "pytest-cov", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt", "tornado (>=4.0)"]
+docs = ["ipython", "jupyter-client (>=5.3.1)", "nbsphinx (>=0.2.12)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 execute = ["jupyter-client (>=5.3.1)"]
 serve = ["tornado (>=4.0)"]
-test = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=5.3.1)", "ipywidgets (>=7)", "pebble", "mock"]
+test = ["ipykernel", "ipywidgets (>=7)", "jupyter-client (>=5.3.1)", "mock", "pebble", "pytest", "pytest-cov"]
 
 [[package]]
-category = "dev"
-description = "The Jupyter Notebook format"
 name = "nbformat"
+version = "5.0.7"
+description = "The Jupyter Notebook format"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "5.0.7"
+files = [
+    {file = "nbformat-5.0.7-py3-none-any.whl", hash = "sha256:ea55c9b817855e2dfcd3f66d74857342612a60b1f09653440f4a5845e6e3523f"},
+    {file = "nbformat-5.0.7.tar.gz", hash = "sha256:54d4d6354835a936bad7e8182dcd003ca3dc0cedfee5a306090e04854343b340"},
+]
 
 [package.dependencies]
 ipython-genutils = "*"
@@ -648,18 +996,22 @@ traitlets = ">=4.1"
 test = ["pytest", "pytest-cov", "testpath"]
 
 [[package]]
-category = "main"
-description = "Python package for creating and manipulating graphs and networks"
 name = "networkx"
+version = "2.4"
+description = "Python package for creating and manipulating graphs and networks"
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "2.4"
+files = [
+    {file = "networkx-2.4-py3-none-any.whl", hash = "sha256:cdfbf698749a5014bf2ed9db4a07a5295df1d3a53bf80bf3cbd61edf9df05fa1"},
+    {file = "networkx-2.4.tar.gz", hash = "sha256:f8f4ff0b6f96e4f9b16af6b84622597b5334bf9cae8cf9b2e42e7985d5c95c64"},
+]
 
 [package.dependencies]
 decorator = ">=4.3.0"
 
 [package.extras]
-all = ["numpy", "scipy", "pandas", "matplotlib", "pygraphviz", "pydot", "pyyaml", "gdal", "lxml", "pytest"]
+all = ["gdal", "lxml", "matplotlib", "numpy", "pandas", "pydot", "pygraphviz", "pytest", "pyyaml", "scipy"]
 gdal = ["gdal"]
 lxml = ["lxml"]
 matplotlib = ["matplotlib"]
@@ -672,13 +1024,15 @@ pyyaml = ["pyyaml"]
 scipy = ["scipy"]
 
 [[package]]
-category = "dev"
-description = "Natural Language Toolkit"
-marker = "python_version > \"2.7\""
 name = "nltk"
+version = "3.5"
+description = "Natural Language Toolkit"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "3.5"
+files = [
+    {file = "nltk-3.5.zip", hash = "sha256:845365449cd8c5f9731f7cb9f8bd6fd0767553b9d53af9eb1b3abf7700936b35"},
+]
 
 [package.dependencies]
 click = "*"
@@ -687,23 +1041,26 @@ regex = "*"
 tqdm = "*"
 
 [package.extras]
-all = ["requests", "numpy", "python-crfsuite", "scikit-learn", "twython", "pyparsing", "scipy", "matplotlib", "gensim"]
+all = ["gensim", "matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
 corenlp = ["requests"]
-machine_learning = ["gensim", "numpy", "python-crfsuite", "scikit-learn", "scipy"]
+machine-learning = ["gensim", "numpy", "python-crfsuite", "scikit-learn", "scipy"]
 plot = ["matplotlib"]
 tgrep = ["pyparsing"]
 twitter = ["twython"]
 
 [[package]]
-category = "dev"
-description = "A web-based notebook environment for interactive computing"
 name = "notebook"
+version = "6.1.3"
+description = "A web-based notebook environment for interactive computing"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "6.1.3"
+files = [
+    {file = "notebook-6.1.3-py3-none-any.whl", hash = "sha256:964cc40cff68e473f3778aef9266e867f7703cb4aebdfd250f334efe02f64c86"},
+    {file = "notebook-6.1.3.tar.gz", hash = "sha256:9990d51b9931a31e681635899aeb198b4c4b41586a9e87fbfaaed1a71d0a05b6"},
+]
 
 [package.dependencies]
-Send2Trash = "*"
 argon2-cffi = "*"
 ipykernel = "*"
 ipython-genutils = "*"
@@ -714,21 +1071,40 @@ nbconvert = "*"
 nbformat = "*"
 prometheus-client = "*"
 pyzmq = ">=17"
+Send2Trash = "*"
 terminado = ">=0.8.3"
 tornado = ">=5.0"
 traitlets = ">=4.2.1"
 
 [package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt"]
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 [[package]]
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+category = "main"
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 python-versions = ">=3.6"
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 [package.dependencies]
 llvmlite = ">=0.34.0.dev0,<0.35"
@@ -736,32 +1112,82 @@ numpy = ">=1.15"
 setuptools = "*"
 
 [[package]]
-category = "main"
-description = "NumPy is the fundamental package for array computing with Python."
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+description = "NumPy is the fundamental package for array computing with Python."
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 [[package]]
-category = "dev"
-description = "Core utilities for Python packages"
 name = "packaging"
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+description = "Core utilities for Python packages"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 [package.dependencies]
 pyparsing = ">=2.0.2"
 six = "*"
 
 [[package]]
-category = "main"
-description = "Powerful data structures for data analysis, time series, and statistics"
 name = "pandas"
+version = "1.1.0"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
 optional = false
 python-versions = ">=3.6.1"
-version = "1.1.0"
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+]
 
 [package.dependencies]
 numpy = ">=1.15.4"
@@ -769,186 +1195,280 @@ python-dateutil = ">=2.7.3"
 pytz = ">=2017.2"
 
 [package.extras]
-test = ["pytest (>=4.0.2)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["hypothesis (>=3.58)", "pytest (>=4.0.2)", "pytest-xdist"]
 
 [[package]]
-category = "dev"
-description = "Utilities for writing pandoc filters in python"
 name = "pandocfilters"
+version = "1.4.2"
+description = "Utilities for writing pandoc filters in python"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "1.4.2"
+files = [
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+]
 
 [[package]]
-category = "main"
-description = "A Python Parser"
 name = "parso"
+version = "0.7.1"
+description = "A Python Parser"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.7.1"
+files = [
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 [package.extras]
 testing = ["docopt", "pytest (>=3.0.7)"]
 
 [[package]]
-category = "main"
-description = "Pexpect allows easy control of interactive console applications."
-marker = "sys_platform != \"win32\""
 name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+category = "main"
 optional = false
 python-versions = "*"
-version = "4.8.0"
+files = [
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 [package.dependencies]
 ptyprocess = ">=0.5"
 
 [[package]]
-category = "main"
-description = "Tiny 'shelve'-like database with concurrency support"
 name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.7.5"
+files = [
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 [[package]]
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+description = "Python Imaging Library (Fork)"
+category = "main"
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 python-versions = ">=3.5"
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+]
 
 [[package]]
-category = "main"
-description = "An open-source, interactive data visualization library for Python"
 name = "plotly"
+version = "4.9.0"
+description = "An open-source, interactive data visualization library for Python"
+category = "main"
 optional = false
 python-versions = "*"
-version = "4.9.0"
+files = [
+    {file = "plotly-4.9.0-py2.py3-none-any.whl", hash = "sha256:7c7b613af8def74f48b1298f08a49086bb9792104119feb4a137f737533021e1"},
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 [package.dependencies]
 retrying = ">=1.3.3"
 six = "*"
 
 [[package]]
-category = "dev"
-description = "plugin and hook calling mechanisms for python"
 name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.13.1"
+files = [
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+]
 
 [package.extras]
 dev = ["pre-commit", "tox"]
 
 [[package]]
-category = "dev"
-description = "Python client for the Prometheus monitoring system."
 name = "prometheus-client"
+version = "0.8.0"
+description = "Python client for the Prometheus monitoring system."
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.8.0"
+files = [
+    {file = "prometheus_client-0.8.0-py2.py3-none-any.whl", hash = "sha256:983c7ac4b47478720db338f1491ef67a100b474e3bc7dafcbaefb7d0b8f9b01c"},
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+]
 
 [package.extras]
 twisted = ["twisted"]
 
 [[package]]
-category = "main"
-description = "Library for building powerful interactive command lines in Python"
 name = "prompt-toolkit"
+version = "3.0.6"
+description = "Library for building powerful interactive command lines in Python"
+category = "main"
 optional = false
 python-versions = ">=3.6.1"
-version = "3.0.6"
+files = [
+    {file = "prompt_toolkit-3.0.6-py3-none-any.whl", hash = "sha256:683397077a64cd1f750b71c05afcfc6612a7300cb6932666531e5a54f38ea564"},
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+]
 
 [package.dependencies]
 wcwidth = "*"
 
 [[package]]
-category = "main"
-description = "Run a subprocess in a pseudo terminal"
-marker = "sys_platform != \"win32\" or os_name != \"nt\""
 name = "ptyprocess"
+version = "0.6.0"
+description = "Run a subprocess in a pseudo terminal"
+category = "main"
 optional = false
 python-versions = "*"
-version = "0.6.0"
+files = [
+    {file = "ptyprocess-0.6.0-py2.py3-none-any.whl", hash = "sha256:d7cc528d76e76342423ca640335bd3633420dc1366f258cb31d05e865ef5ca1f"},
+    {file = "ptyprocess-0.6.0.tar.gz", hash = "sha256:923f299cc5ad920c68f2bc0bc98b75b9f838b93b599941a6b63ddbc2476394c0"},
+]
 
 [[package]]
-category = "dev"
-description = "library with cross-python path, ini-parsing, io, code, log facilities"
 name = "py"
+version = "1.9.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.9.0"
+files = [
+    {file = "py-1.9.0-py2.py3-none-any.whl", hash = "sha256:366389d1db726cd2fcfc79732e75410e5fe4d31db13692115529d34069a043c2"},
+    {file = "py-1.9.0.tar.gz", hash = "sha256:9ca6883ce56b4e8da7e79ac18787889fa5206c79dcc67fb065376cd2fe03f342"},
+]
 
 [[package]]
-category = "dev"
-description = "C parser in Python"
 name = "pycparser"
+version = "2.20"
+description = "C parser in Python"
+category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "2.20"
+files = [
+    {file = "pycparser-2.20-py2.py3-none-any.whl", hash = "sha256:7582ad22678f0fcd81102833f60ef8d0e57288b6b5fb00323d101be910e35705"},
+    {file = "pycparser-2.20.tar.gz", hash = "sha256:2d475327684562c3a96cc71adf7dc8c4f0565175cf86b6d7a404ff4c771f15f0"},
+]
 
 [[package]]
-category = "main"
-description = "Python interface to Graphviz's Dot"
 name = "pydot"
+version = "1.4.1"
+description = "Python interface to Graphviz's Dot"
+category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "1.4.1"
+files = [
+    {file = "pydot-1.4.1-py2.py3-none-any.whl", hash = "sha256:67be714300c78fda5fd52f79ec994039e3f76f074948c67b5ff539b433ad354f"},
+    {file = "pydot-1.4.1.tar.gz", hash = "sha256:d49c9d4dd1913beec2a997f831543c8cbd53e535b1a739e921642fe416235f01"},
+]
 
 [package.dependencies]
 pyparsing = ">=2.1.4"
 
 [[package]]
-category = "main"
-description = "Pygments is a syntax highlighting package written in Python."
 name = "pygments"
+version = "2.6.1"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "main"
 optional = false
 python-versions = ">=3.5"
-version = "2.6.1"
+files = [
+    {file = "Pygments-2.6.1-py3-none-any.whl", hash = "sha256:ff7a40b4860b727ab48fad6360eb351cc1b33cbf9b15a0f689ca5353e9463324"},
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+]
 
 [[package]]
-category = "dev"
-description = "Extension pack for Python Markdown."
 name = "pymdown-extensions"
+version = "8.0"
+description = "Extension pack for Python Markdown."
+category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
-version = "8.0"
+files = [
+    {file = "pymdown-extensions-8.0.tar.gz", hash = "sha256:440b0db9823b89f9917482ce3ab3d32ac18e60f2e186770ac37836830d5e7256"},
+    {file = "pymdown_extensions-8.0-py2.py3-none-any.whl", hash = "sha256:c3b18b719adc3a441c4edbcf691157998dbd333384a8e2caf0690985a6e586f0"},
+]
 
 [package.dependencies]
 Markdown = ">=3.2"
 
 [[package]]
-category = "main"
-description = "Python parsing module"
 name = "pyparsing"
+version = "2.4.7"
+description = "Python parsing module"
+category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "2.4.7"
+files = [
+    {file = "pyparsing-2.4.7-py2.py3-none-any.whl", hash = "sha256:ef9d7589ef3c200abe66653d3f1ab1033c3c419ae9b9bdb1240a85b024efc88b"},
+    {file = "pyparsing-2.4.7.tar.gz", hash = "sha256:c203ec8783bf771a155b207279b9bccb8dea02d8f0c9e5f8ead507bc3246ecc1"},
+]
 
 [[package]]
-category = "dev"
-description = "Persistent/Functional/Immutable data structures"
 name = "pyrsistent"
+version = "0.16.0"
+description = "Persistent/Functional/Immutable data structures"
+category = "dev"
 optional = false
 python-versions = "*"
-version = "0.16.0"
+files = [
+    {file = "pyrsistent-0.16.0.tar.gz", hash = "sha256:28669905fe725965daa16184933676547c5bb40a5153055a8dee2a4bd7933ad3"},
+]
 
 [package.dependencies]
 six = "*"
 
 [[package]]
-category = "dev"
-description = "pytest: simple powerful testing with Python"
 name = "pytest"
+version = "6.0.1"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
 optional = false
 python-versions = ">=3.5"
-version = "6.0.1"
+files = [
+    {file = "pytest-6.0.1-py3-none-any.whl", hash = "sha256:8b6007800c53fdacd5a5c192203f4e531eb2a1540ad9c752e052ec0f7143dbad"},
+    {file = "pytest-6.0.1.tar.gz", hash = "sha256:85228d75db9f45e06e57ef9bf4429267f81ac7c0d742cc9ed63d09886a9fe6f4"},
+]
 
 [package.dependencies]
-atomicwrites = ">=1.0"
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
 attrs = ">=17.4.0"
-colorama = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
 iniconfig = "*"
 more-itertools = ">=4.0.0"
 packaging = "*"
@@ -957,798 +1477,44 @@ py = ">=1.8.2"
 toml = "*"
 
 [package.extras]
-checkqa_mypy = ["mypy (0.780)"]
+checkqa-mypy = ["mypy (==0.780)"]
 testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
 
 [[package]]
-category = "main"
-description = "Extensions to the standard Python datetime module"
 name = "python-dateutil"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 version = "2.8.1"
-
-[package.dependencies]
-six = ">=1.5"
-
-[[package]]
-category = "main"
-description = "World timezone definitions, modern and historical"
-name = "pytz"
-optional = false
-python-versions = "*"
-version = "2020.1"
-
-[[package]]
-category = "dev"
-description = "Python for Window Extensions"
-marker = "sys_platform == \"win32\""
-name = "pywin32"
-optional = false
-python-versions = "*"
-version = "228"
-
-[[package]]
-category = "dev"
-description = "Python bindings for the winpty library"
-marker = "os_name == \"nt\""
-name = "pywinpty"
-optional = false
-python-versions = "*"
-version = "0.5.7"
-
-[[package]]
-category = "main"
-description = "YAML parser and emitter for Python"
-name = "pyyaml"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "5.3.1"
-
-[[package]]
-category = "dev"
-description = "Python bindings for 0MQ"
-name = "pyzmq"
-optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
-version = "19.0.2"
-
-[[package]]
-category = "dev"
-description = "Alternative regular expression module, to replace re."
-marker = "python_version > \"2.7\""
-name = "regex"
-optional = false
-python-versions = "*"
-version = "2020.7.14"
-
-[[package]]
-category = "dev"
-description = "Python HTTP for Humans."
-name = "requests"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-version = "2.24.0"
-
-[package.dependencies]
-certifi = ">=2017.4.17"
-chardet = ">=3.0.2,<4"
-idna = ">=2.5,<3"
-urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
-
-[package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7)", "win-inet-pton"]
-
-[[package]]
-category = "main"
-description = "Retrying"
-name = "retrying"
-optional = false
-python-versions = "*"
-version = "1.3.3"
-
-[package.dependencies]
-six = ">=1.7.0"
-
-[[package]]
-category = "main"
-description = "A set of python modules for machine learning and data mining"
-name = "scikit-learn"
-optional = false
-python-versions = ">=3.6"
-version = "0.23.2"
-
-[package.dependencies]
-joblib = ">=0.11"
-numpy = ">=1.13.3"
-scipy = ">=0.19.1"
-threadpoolctl = ">=2.0.0"
-
-[package.extras]
-alldeps = ["numpy (>=1.13.3)", "scipy (>=0.19.1)"]
-
-[[package]]
+description = "Extensions to the standard Python datetime module"
 category = "main"
-description = "SciPy: Scientific Library for Python"
-name = "scipy"
 optional = false
-python-versions = ">=3.6"
-version = "1.5.2"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+files = [
+    {file = "python-dateutil-2.8.1.tar.gz", hash = "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c"},
+    {file = "python_dateutil-2.8.1-py2.py3-none-any.whl", hash = "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"},
+]
 
-[package.dependencies]
-numpy = ">=1.14.5"
-
-[[package]]
-category = "dev"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
-name = "send2trash"
-optional = false
-python-versions = "*"
-version = "1.5.0"
-
-[[package]]
-category = "main"
-description = "A unified approach to explain the output of any machine learning model."
-name = "shap"
-optional = false
-python-versions = "*"
-version = "0.35.0"
-
-[package.dependencies]
-numpy = "*"
-pandas = "*"
-scikit-learn = "*"
-scipy = "*"
-tqdm = ">4.25.0"
-
-[package.extras]
-all = ["lime", "ipython", "matplotlib"]
-others = ["lime"]
-plots = ["matplotlib", "ipython"]
-
-[[package]]
-category = "main"
-description = "Python 2 and 3 compatibility utilities"
-name = "six"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
-version = "1.15.0"
-
-[[package]]
-category = "dev"
-description = "Terminals served to xterm.js using Tornado websockets"
-name = "terminado"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.8.3"
-
-[package.dependencies]
-ptyprocess = "*"
-pywinpty = ">=0.5"
-tornado = ">=4"
-
-[[package]]
-category = "dev"
-description = "Test utilities for code working with files and commands"
-name = "testpath"
-optional = false
-python-versions = "*"
-version = "0.4.4"
-
-[package.extras]
-test = ["pathlib2"]
-
-[[package]]
-category = "main"
-description = "threadpoolctl"
-name = "threadpoolctl"
-optional = false
-python-versions = ">=3.5"
-version = "2.1.0"
-
-[[package]]
-category = "dev"
-description = "Python Library for Tom's Obvious, Minimal Language"
-name = "toml"
-optional = false
-python-versions = "*"
-version = "0.10.1"
-
-[[package]]
-category = "main"
-description = "List processing tools and functional utilities"
-name = "toolz"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-version = "0.10.0"
-
-[[package]]
-category = "dev"
-description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-name = "tornado"
-optional = false
-python-versions = ">= 3.5"
-version = "6.0.4"
-
-[[package]]
-category = "main"
-description = "Fast, Extensible Progress Meter"
-name = "tqdm"
-optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*"
-version = "4.48.2"
-
-[package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "argopt", "pydoc-markdown"]
-
-[[package]]
-category = "main"
-description = "Traitlets Python config system"
-name = "traitlets"
-optional = false
-python-versions = "*"
-version = "4.3.3"
-
-[package.dependencies]
-decorator = "*"
-ipython-genutils = "*"
-six = "*"
-
-[package.extras]
-test = ["pytest", "mock"]
-
-[[package]]
-category = "dev"
-description = "HTTP library with thread-safe connection pooling, file post, and more."
-name = "urllib3"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
-version = "1.25.10"
-
-[package.extras]
-brotli = ["brotlipy (>=0.6.0)"]
-secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "pyOpenSSL (>=0.14)", "ipaddress"]
-socks = ["PySocks (>=1.5.6,<1.5.7 || >1.5.7,<2.0)"]
-
-[[package]]
-category = "main"
-description = "Measures the displayed width of unicode strings in a terminal"
-name = "wcwidth"
-optional = false
-python-versions = "*"
-version = "0.2.5"
-
-[[package]]
-category = "dev"
-description = "Character encoding aliases for legacy web content"
-name = "webencodings"
-optional = false
-python-versions = "*"
-version = "0.5.1"
-
-[metadata]
-content-hash = "8b6a1eb27ecd2413d35b4e5a6d449a56dd824f87ae490f891de347b4d68e1c30"
-lock-version = "1.0"
-python-versions = "^3.8.0"
-
-[metadata.files]
-appnope = [
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+idna = ">=2.5,<3"
+urllib3 = ">=1.21.1,<1.25.0 || >1.25.0,<1.25.1 || >1.25.1,<1.26"
+
+[package.extras]
+security = ["cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
+
+[[package]]
+name = "retrying"
+version = "1.3.3"
+description = "Retrying"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
     {file = "retrying-1.3.3.tar.gz", hash = "sha256:08c039560a6da2fe4f2c426d0766e284d3b736e355f8dd24b37367b0bb41973b"},
 ]
-scikit-learn = [
+
+[package.dependencies]
+six = ">=1.7.0"
+
+[[package]]
+name = "scikit-learn"
+version = "0.23.2"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "scikit-learn-0.23.2.tar.gz", hash = "sha256:20766f515e6cd6f954554387dfae705d93c7b544ec0e6c6a5d8e006f6f7ef480"},
     {file = "scikit_learn-0.23.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:98508723f44c61896a4e15894b2016762a55555fbf09365a0bb1870ecbd442de"},
     {file = "scikit_learn-0.23.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:a64817b050efd50f9abcfd311870073e500ae11b299683a519fbb52d85e08d25"},
@@ -1865,7 +1706,24 @@ scikit-learn = [
     {file = "scikit_learn-0.23.2-cp38-cp38-win32.whl", hash = "sha256:0d39748e7c9669ba648acf40fb3ce96b8a07b240db6888563a7cb76e05e0d9cc"},
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 ]
-scipy = [
+
+[package.dependencies]
+joblib = ">=0.11"
+numpy = ">=1.13.3"
+scipy = ">=0.19.1"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+alldeps = ["numpy (>=1.13.3)", "scipy (>=0.19.1)"]
+
+[[package]]
+name = "scipy"
+version = "1.5.2"
+description = "SciPy: Scientific Library for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
     {file = "scipy-1.5.2-cp36-cp36m-macosx_10_9_x86_64.whl", hash = "sha256:cca9fce15109a36a0a9f9cfc64f870f1c140cb235ddf27fe0328e6afb44dfed0"},
     {file = "scipy-1.5.2-cp36-cp36m-manylinux1_i686.whl", hash = "sha256:1c7564a4810c1cd77fcdee7fa726d7d39d4e2695ad252d7c86c3ea9d85b7fb8f"},
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@@ -1883,39 +1741,152 @@ scipy = [
     {file = "scipy-1.5.2-cp38-cp38-win_amd64.whl", hash = "sha256:92eb04041d371fea828858e4fff182453c25ae3eaa8782d9b6c32b25857d23bc"},
     {file = "scipy-1.5.2.tar.gz", hash = "sha256:066c513d90eb3fd7567a9e150828d39111ebd88d3e924cdfc9f8ce19ab6f90c9"},
 ]
-send2trash = [
+
+[package.dependencies]
+numpy = ">=1.14.5"
+
+[[package]]
+name = "send2trash"
+version = "1.5.0"
+description = "Send file to trash natively under Mac OS X, Windows and Linux."
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
     {file = "Send2Trash-1.5.0-py3-none-any.whl", hash = "sha256:f1691922577b6fa12821234aeb57599d887c4900b9ca537948d2dac34aea888b"},
     {file = "Send2Trash-1.5.0.tar.gz", hash = "sha256:60001cc07d707fe247c94f74ca6ac0d3255aabcb930529690897ca2a39db28b2"},
 ]
-shap = [
+
+[[package]]
+name = "setuptools"
+version = "49.6.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "setuptools-49.6.0-py3-none-any.whl", hash = "sha256:4dd5bb0a0a0cff77b46ca5dd3a84857ee48c83e8223886b556613c724994073f"},
+    {file = "setuptools-49.6.0.zip", hash = "sha256:46bd862894ed22c2edff033c758c2dc026324788d758e96788e8f7c11f4e9707"},
+]
+
+[package.extras]
+certs = ["certifi (==2016.9.26)"]
+docs = ["jaraco.packaging (>=6.1)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx"]
+ssl = ["wincertstore (==0.2)"]
+tests = ["coverage (>=4.5.1)", "flake8-2020", "futures", "jaraco.envs", "mock", "paver", "pip (>=19.1)", "pytest (>=3.7)", "pytest-cov (>=2.5.1)", "pytest-flake8", "pytest-virtualenv (>=1.2.7)", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "shap"
+version = "0.35.0"
+description = "A unified approach to explain the output of any machine learning model."
+category = "main"
+optional = false
+python-versions = "*"
+files = [
     {file = "shap-0.35.0-cp35-cp35m-win_amd64.whl", hash = "sha256:3f8d5e1bfc2f0e8b442370e4b8253430f7078fab21b7769e89969b1a0194c3f9"},
     {file = "shap-0.35.0-cp36-cp36m-win_amd64.whl", hash = "sha256:ef9410e940396cb451039f7a1d639086e4e4e7c742faeb3fd8734e7b71cdf3d2"},
     {file = "shap-0.35.0.tar.gz", hash = "sha256:6b9a2a3636918b9cdce4d3c599786b38353fbdca49147b5407a75aee398b1018"},
 ]
-six = [
+
+[package.dependencies]
+numpy = "*"
+pandas = "*"
+scikit-learn = "*"
+scipy = "*"
+tqdm = ">4.25.0"
+
+[package.extras]
+all = ["ipython", "lime", "matplotlib"]
+others = ["lime"]
+plots = ["ipython", "matplotlib"]
+
+[[package]]
+name = "six"
+version = "1.15.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
     {file = "six-1.15.0-py2.py3-none-any.whl", hash = "sha256:8b74bedcbbbaca38ff6d7491d76f2b06b3592611af620f8426e82dddb04a5ced"},
     {file = "six-1.15.0.tar.gz", hash = "sha256:30639c035cdb23534cd4aa2dd52c3bf48f06e5f4a941509c8bafd8ce11080259"},
 ]
-terminado = [
+
+[[package]]
+name = "terminado"
+version = "0.8.3"
+description = "Terminals served to xterm.js using Tornado websockets"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "terminado-0.8.3-py2.py3-none-any.whl", hash = "sha256:a43dcb3e353bc680dd0783b1d9c3fc28d529f190bc54ba9a229f72fe6e7a54d7"},
     {file = "terminado-0.8.3.tar.gz", hash = "sha256:4804a774f802306a7d9af7322193c5390f1da0abb429e082a10ef1d46e6fb2c2"},
 ]
-testpath = [
+
+[package.dependencies]
+ptyprocess = {version = "*", markers = "os_name != \"nt\""}
+pywinpty = {version = ">=0.5", markers = "os_name == \"nt\""}
+tornado = ">=4"
+
+[[package]]
+name = "testpath"
+version = "0.4.4"
+description = "Test utilities for code working with files and commands"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
     {file = "testpath-0.4.4-py2.py3-none-any.whl", hash = "sha256:bfcf9411ef4bf3db7579063e0546938b1edda3d69f4e1fb8756991f5951f85d4"},
     {file = "testpath-0.4.4.tar.gz", hash = "sha256:60e0a3261c149755f4399a1fff7d37523179a70fdc3abdf78de9fc2604aeec7e"},
 ]
-threadpoolctl = [
+
+[package.extras]
+test = ["pathlib2"]
+
+[[package]]
+name = "threadpoolctl"
+version = "2.1.0"
+description = "threadpoolctl"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+files = [
     {file = "threadpoolctl-2.1.0-py3-none-any.whl", hash = "sha256:38b74ca20ff3bb42caca8b00055111d74159ee95c4370882bbff2b93d24da725"},
     {file = "threadpoolctl-2.1.0.tar.gz", hash = "sha256:ddc57c96a38beb63db45d6c159b5ab07b6bced12c45a1f07b2b92f272aebfa6b"},
 ]
-toml = [
+
+[[package]]
+name = "toml"
+version = "0.10.1"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
     {file = "toml-0.10.1-py2.py3-none-any.whl", hash = "sha256:bda89d5935c2eac546d648028b9901107a595863cb36bae0c73ac804a9b4ce88"},
     {file = "toml-0.10.1.tar.gz", hash = "sha256:926b612be1e5ce0634a2ca03470f95169cf16f939018233a670519cb4ac58b0f"},
 ]
-toolz = [
+
+[[package]]
+name = "toolz"
+version = "0.10.0"
+description = "List processing tools and functional utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
     {file = "toolz-0.10.0.tar.gz", hash = "sha256:08fdd5ef7c96480ad11c12d472de21acd32359996f69a5259299b540feba4560"},
 ]
-tornado = [
+
+[[package]]
+name = "tornado"
+version = "6.0.4"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
+optional = false
+python-versions = ">= 3.5"
+files = [
     {file = "tornado-6.0.4-cp35-cp35m-win32.whl", hash = "sha256:5217e601700f24e966ddab689f90b7ea4bd91ff3357c3600fa1045e26d68e55d"},
     {file = "tornado-6.0.4-cp35-cp35m-win_amd64.whl", hash = "sha256:c98232a3ac391f5faea6821b53db8db461157baa788f5d6222a193e9456e1740"},
     {file = "tornado-6.0.4-cp36-cp36m-win32.whl", hash = "sha256:5f6a07e62e799be5d2330e68d808c8ac41d4a259b9cea61da4101b83cb5dc673"},
@@ -1926,23 +1897,84 @@ tornado = [
     {file = "tornado-6.0.4-cp38-cp38-win_amd64.whl", hash = "sha256:c58d56003daf1b616336781b26d184023ea4af13ae143d9dda65e31e534940b9"},
     {file = "tornado-6.0.4.tar.gz", hash = "sha256:0fe2d45ba43b00a41cd73f8be321a44936dc1aba233dee979f17a042b83eb6dc"},
 ]
-tqdm = [
+
+[[package]]
+name = "tqdm"
+version = "4.48.2"
+description = "Fast, Extensible Progress Meter"
+category = "main"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*"
+files = [
     {file = "tqdm-4.48.2-py2.py3-none-any.whl", hash = "sha256:1a336d2b829be50e46b84668691e0a2719f26c97c62846298dd5ae2937e4d5cf"},
     {file = "tqdm-4.48.2.tar.gz", hash = "sha256:564d632ea2b9cb52979f7956e093e831c28d441c11751682f84c86fc46e4fd21"},
 ]
-traitlets = [
+
+[package.extras]
+dev = ["argopt", "py-make (>=0.1.0)", "pydoc-markdown", "twine"]
+
+[[package]]
+name = "traitlets"
+version = "4.3.3"
+description = "Traitlets Python config system"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
     {file = "traitlets-4.3.3-py2.py3-none-any.whl", hash = "sha256:70b4c6a1d9019d7b4f6846832288f86998aa3b9207c6821f3578a6a6a467fe44"},
     {file = "traitlets-4.3.3.tar.gz", hash = "sha256:d023ee369ddd2763310e4c3eae1ff649689440d4ae59d7485eb4cfbbe3e359f7"},
 ]
-urllib3 = [
+
+[package.dependencies]
+decorator = "*"
+ipython-genutils = "*"
+six = "*"
+
+[package.extras]
+test = ["mock", "pytest"]
+
+[[package]]
+name = "urllib3"
+version = "1.25.10"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
+files = [
     {file = "urllib3-1.25.10-py2.py3-none-any.whl", hash = "sha256:e7983572181f5e1522d9c98453462384ee92a0be7fac5f1413a1e35c56cc0461"},
     {file = "urllib3-1.25.10.tar.gz", hash = "sha256:91056c15fa70756691db97756772bb1eb9678fa585d9184f24534b100dc60f4a"},
 ]
-wcwidth = [
+
+[package.extras]
+brotli = ["brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
-webencodings = [
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
     {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
     {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
 ]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.8.0"
+content-hash = "a0d04a16399c1b8723257ff58086a24a291ed197e044f09fbf0d67fb48c7cd65"
diff --git a/pyproject.toml b/pyproject.toml
index 8468425..771fdc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ catboost = "^0.24"
 dask = { version = "^2.23.0", extras = ["delayed"] }
 decision-tree-morfist = "^0.3.3"
 ipython = "^7.17.0"
-joblib = "^0.16.0"
+joblib = ">=0.16,<1.2"
 lightgbm = "^2.3.1"
 networkx = "^2.4"
 numpy = "^1.19.1"