diff --git a/poetry.lock b/poetry.lock
index c315dff1..8f315e01 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -27,7 +27,7 @@ multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["aiodns", "brotli", "cchardet"]
+speedups = ["cchardet", "brotli", "aiodns"]
 
 [[package]]
 name = "aiohttp-retry"
@@ -51,6 +51,25 @@ python-versions = ">=3.6"
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "amqp"
+version = "5.1.1"
+description = "Low-level AMQP client for Python (fork of amqplib)."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+vine = ">=5.0.0"
+
+[[package]]
+name = "antlr4-python3-runtime"
+version = "4.9.3"
+description = "ANTLR 4.9.3 runtime for Python 3.7"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "appdirs"
 version = "1.4.4"
@@ -81,13 +100,13 @@ cryptography = ">=3.1"
 typing-extensions = ">=3.6"
 
 [package.extras]
-bcrypt = ["bcrypt (>=3.1.3)"]
-fido2 = ["fido2 (>=0.9.2)"]
-gssapi = ["gssapi (>=1.2.0)"]
-libnacl = ["libnacl (>=1.4.2)"]
-pkcs11 = ["python-pkcs11 (>=0.7.0)"]
-pyopenssl = ["pyOpenSSL (>=17.0.0)"]
 pywin32 = ["pywin32 (>=227)"]
+pyopenssl = ["pyOpenSSL (>=17.0.0)"]
+pkcs11 = ["python-pkcs11 (>=0.7.0)"]
+libnacl = ["libnacl (>=1.4.2)"]
+gssapi = ["gssapi (>=1.2.0)"]
+fido2 = ["fido2 (>=0.9.2)"]
+bcrypt = ["bcrypt (>=3.1.3)"]
 
 [[package]]
 name = "atomicwrites"
@@ -114,10 +133,10 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+tests_no_zope = ["cloudpickle", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+tests = ["cloudpickle", "zope.interface", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+docs = ["sphinx-notfound-page", "zope.interface", "sphinx", "furo"]
+dev = ["cloudpickle", "pre-commit", "sphinx-notfound-page", "sphinx", "furo", "zope.interface", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
 
 [[package]]
 name = "bcrypt"
@@ -134,6 +153,14 @@ cffi = ">=1.1"
 tests = ["pytest (>=3.2.1,!=3.3.0)"]
 typecheck = ["mypy"]
 
+[[package]]
+name = "billiard"
+version = "3.6.4.0"
+description = "Python multiprocessing fork with improvements and bugfixes"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "black"
 version = "21.12b0"
@@ -149,16 +176,16 @@ pathspec = ">=0.9.0,<1"
 platformdirs = ">=2"
 tomli = ">=0.2.6,<2.0.0"
 typing-extensions = [
-    {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
     {version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
+    {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
 ]
 
 [package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-python2 = ["typed-ast (>=1.4.3)"]
 uvloop = ["uvloop (>=0.15.2)"]
+python2 = ["typed-ast (>=1.4.3)"]
+jupyter = ["tokenize-rt (>=3.2.0)", "ipython (>=7.8.0)"]
+d = ["aiohttp (>=3.7.4)"]
+colorama = ["colorama (>=0.4.3)"]
 
 [[package]]
 name = "bohr-api"
@@ -208,6 +235,57 @@ category = "main"
 optional = false
 python-versions = "~=3.5"
 
+[[package]]
+name = "celery"
+version = "5.2.7"
+description = "Distributed Task Queue."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+billiard = ">=3.6.4.0,<4.0"
+click = ">=8.0.3,<9.0"
+click-didyoumean = ">=0.0.3"
+click-plugins = ">=1.1.1"
+click-repl = ">=0.2.0"
+kombu = ">=5.2.3,<6.0"
+pytz = ">=2021.3"
+vine = ">=5.0.0,<6.0"
+
+[package.extras]
+zstd = ["zstandard"]
+zookeeper = ["kazoo (>=1.3.1)"]
+yaml = ["PyYAML (>=3.10)"]
+tblib = ["tblib (>=1.5.0)", "tblib (>=1.3.0)"]
+sqs = ["kombu"]
+sqlalchemy = ["sqlalchemy"]
+solar = ["ephem"]
+slmq = ["softlayer-messaging (>=1.0.3)"]
+s3 = ["boto3 (>=1.9.125)"]
+redis = ["redis (>=3.4.1,!=4.0.0,!=4.0.1)"]
+pytest = ["pytest-celery"]
+pyro = ["pyro4"]
+pymemcache = ["python-memcached"]
+msgpack = ["msgpack"]
+mongodb = ["pymongo[srv] (>=3.11.1)"]
+memcache = ["pylibmc"]
+librabbitmq = ["librabbitmq (>=1.5.0)"]
+gevent = ["gevent (>=1.5.0)"]
+eventlet = ["eventlet (>=0.32.0)"]
+elasticsearch = ["elasticsearch"]
+dynamodb = ["boto3 (>=1.9.178)"]
+django = ["Django (>=1.11)"]
+couchdb = ["pycouchdb"]
+couchbase = ["couchbase (>=3.0.0)"]
+cosmosdbsql = ["pydocumentdb (==2.3.2)"]
+consul = ["python-consul2"]
+cassandra = ["cassandra-driver (<3.21.0)"]
+brotli = ["brotlipy (>=0.7.0)", "brotli (>=1.0.0)"]
+azureblockblob = ["azure-storage-blob (==12.9.0)"]
+auth = ["cryptography"]
+arangodb = ["pyArango (>=1.3.2)"]
+
 [[package]]
 name = "certifi"
 version = "2021.10.8"
@@ -257,6 +335,44 @@ python-versions = ">=3.7"
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
+[[package]]
+name = "click-didyoumean"
+version = "0.3.0"
+description = "Enables git-like *did-you-mean* feature in click"
+category = "main"
+optional = false
+python-versions = ">=3.6.2,<4.0.0"
+
+[package.dependencies]
+click = ">=7"
+
+[[package]]
+name = "click-plugins"
+version = "1.1.1"
+description = "An extension module for click to enable registering CLI commands via setuptools entry-points."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+click = ">=4.0"
+
+[package.extras]
+dev = ["coveralls", "wheel", "pytest-cov", "pytest (>=3.6)"]
+
+[[package]]
+name = "click-repl"
+version = "0.2.0"
+description = "REPL plugin for Click"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+click = "*"
+prompt-toolkit = "*"
+six = "*"
+
 [[package]]
 name = "colorama"
 version = "0.4.4"
@@ -286,7 +402,7 @@ optional = false
 python-versions = "*"
 
 [package.extras]
-test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
+test = ["hypothesis (==3.55.3)", "flake8 (==3.7.8)"]
 
 [[package]]
 name = "configobj"
@@ -327,10 +443,10 @@ optional = false
 python-versions = "*"
 
 [package.extras]
-all = ["Sphinx (>=3)", "sphinx-rtd-theme (>=0.2)", "check-manifest (>=0.42)", "mock (>=1.3.0)", "pytest-cov (>=2.10.1)", "pytest-isort (>=1.2.0)", "sphinx (>=3)", "tox (>=3.7.0)", "numpy (>=1.13.0)", "numpy (>=1.15.0)", "numpy (>=1.18.0)", "pytest (==5.4.3)", "pytest-pycodestyle (>=2)", "pytest-pydocstyle (>=2)", "pytest (>=6)", "pytest-pycodestyle (>=2.2.0)", "pytest-pydocstyle (>=2.2.0)", "numpy (>=1.20.0)"]
-docs = ["Sphinx (>=3)", "sphinx-rtd-theme (>=0.2)"]
-numpy = ["numpy (>=1.13.0)", "numpy (>=1.15.0)", "numpy (>=1.18.0)", "numpy (>=1.20.0)"]
-tests = ["check-manifest (>=0.42)", "mock (>=1.3.0)", "pytest-cov (>=2.10.1)", "pytest-isort (>=1.2.0)", "sphinx (>=3)", "tox (>=3.7.0)", "pytest (==5.4.3)", "pytest-pycodestyle (>=2)", "pytest-pydocstyle (>=2)", "pytest (>=6)", "pytest-pycodestyle (>=2.2.0)", "pytest-pydocstyle (>=2.2.0)"]
+tests = ["pytest-pydocstyle (>=2.2.0)", "pytest-pycodestyle (>=2.2.0)", "pytest (>=6)", "pytest-pydocstyle (>=2)", "pytest-pycodestyle (>=2)", "pytest (==5.4.3)", "tox (>=3.7.0)", "sphinx (>=3)", "pytest-isort (>=1.2.0)", "pytest-cov (>=2.10.1)", "mock (>=1.3.0)", "check-manifest (>=0.42)"]
+numpy = ["numpy (>=1.20.0)", "numpy (>=1.18.0)", "numpy (>=1.15.0)", "numpy (>=1.13.0)"]
+docs = ["sphinx-rtd-theme (>=0.2)", "Sphinx (>=3)"]
+all = ["numpy (>=1.20.0)", "pytest-pydocstyle (>=2.2.0)", "pytest-pycodestyle (>=2.2.0)", "pytest (>=6)", "pytest-pydocstyle (>=2)", "pytest-pycodestyle (>=2)", "pytest (==5.4.3)", "numpy (>=1.18.0)", "numpy (>=1.15.0)", "numpy (>=1.13.0)", "tox (>=3.7.0)", "sphinx (>=3)", "pytest-isort (>=1.2.0)", "pytest-cov (>=2.10.1)", "mock (>=1.3.0)", "check-manifest (>=0.42)", "sphinx-rtd-theme (>=0.2)", "Sphinx (>=3)"]
 
 [[package]]
 name = "diskcache"
@@ -384,7 +500,7 @@ pgp = ["gpg"]
 
 [[package]]
 name = "dvc"
-version = "2.13.0"
+version = "2.18.0"
 description = "Git for data scientists - manage your code and data together"
 category = "main"
 optional = false
@@ -398,14 +514,16 @@ colorama = ">=0.3.9"
 configobj = ">=5.0.6"
 distro = ">=1.3.0"
 dpath = ">=2.0.2,<3"
-dvc-data = "0.0.23"
-dvc-render = "0.0.6"
-dvclive = ">=0.7.3"
+dvc-data = "0.1.15"
+dvc-render = "0.0.9"
+dvc-task = "0.1.2"
+dvclive = ">=0.10.0"
 flatten-dict = ">=0.4.1,<1"
 "flufl.lock" = ">=5"
 fsspec = {version = ">=2021.10.1", extras = ["http"]}
 funcy = ">=1.14"
 grandalf = "0.6"
+hydra-core = ">=1.1.0"
 importlib-resources = {version = ">=5.2.2", markers = "python_version < \"3.9\""}
 networkx = ">=2.5"
 packaging = ">=19.0"
@@ -414,7 +532,6 @@ psutil = ">=5.8.0"
 pydot = ">=1.2.4"
 pygtrie = ">=2.3.2"
 pyparsing = ">=2.4.7"
-python-benedict = ">=0.24.2"
 requests = ">=2.22.0"
 rich = ">=10.13.0"
 "ruamel.yaml" = ">=0.17.11"
@@ -423,31 +540,31 @@ shortuuid = ">=0.5.0"
 shtab = ">=1.3.4,<2"
 sshfs = {version = ">=2022.6.0", extras = ["bcrypt"], optional = true, markers = "extra == \"ssh\""}
 tabulate = ">=0.8.7"
-toml = ">=0.10.1"
+tomlkit = ">=0.11.1"
 tqdm = ">=4.63.1,<5"
 typing-extensions = ">=3.7.4"
 voluptuous = ">=0.11.7"
 "zc.lockfile" = ">=1.2.1"
 
 [package.extras]
-all = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2022.6.0)", "webdav4 (>=0.9.3)"]
-azure = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack"]
-dev = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "pyarrow (>=1)", "fsspec", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2022.6.0)", "webdav4 (>=0.9.3)", "tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.2)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.8.2)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.7.1)", "pylint (==2.14.4)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.961)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (>=0.7.3)", "beautifulsoup4 (==4.11.1)", "dvc-data", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
-gdrive = ["pydrive2[fsspec] (>=1.10.1)"]
-gs = ["gcsfs (>=2021.11.1)"]
-hdfs = ["pyarrow (>=1)", "fsspec"]
-oss = ["ossfs (>=2021.8.0)"]
-s3 = ["s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)"]
-ssh = ["bcrypt", "sshfs[bcrypt] (>=2022.6.0)"]
-ssh_gssapi = ["sshfs[gssapi] (>=2022.6.0)"]
-terraform = ["tpi[ssh] (>=2.1.0)"]
-tests = ["tpi[ssh] (>=2.1.0)", "dvc-ssh (==0.0.1a0)", "pytest (==7.1.2)", "pytest-cov (==3.0.0)", "pytest-xdist (==2.5.0)", "pytest-mock (==3.8.2)", "pytest-lazy-fixture (==0.6.3)", "flaky (==3.7.0)", "mock (==4.0.3)", "pytest-timeout (==2.1.0)", "filelock (==3.7.1)", "pylint (==2.14.4)", "pylint-pytest (==1.1.2)", "pylint-plugin-utils (==0.7)", "mypy (==0.961)", "types-requests (>=2.27.15)", "types-tabulate (>=0.8.6)", "types-toml (>=0.10.4)", "dvclive[image] (>=0.7.3)", "beautifulsoup4 (==4.11.1)", "pytest-docker (==0.11.0)", "pywin32 (>=225)"]
+webhdfs_kerberos = ["requests-kerberos (==0.14.0)"]
 webdav = ["webdav4 (>=0.9.3)"]
-webdhfs_kerberos = ["requests-kerberos (==0.14.0)"]
+tests = ["pywin32 (>=225)", "pytest-docker (==0.11.0)", "beautifulsoup4 (==4.11.1)", "dvclive[image] (>=0.7.3)", "types-toml (>=0.10.4)", "types-tabulate (>=0.8.6)", "types-requests (>=2.27.15)", "mypy (==0.971)", "pylint-plugin-utils (==0.7)", "pylint-pytest (==1.1.2)", "pylint (==2.14.5)", "filelock (==3.8.0)", "pytest-timeout (==2.1.0)", "mock (==4.0.3)", "flaky (==3.7.0)", "pytest-test-utils (==0.0.8)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.8.2)", "pytest-xdist (==2.5.0)", "pytest-cov (==3.0.0)", "pytest (==7.1.2)", "dvc-ssh (==0.0.1a0)", "tpi[ssh] (>=2.1.0)"]
+terraform = ["tpi[ssh] (>=2.1.0)"]
+ssh_gssapi = ["sshfs[gssapi] (>=2022.6.0)"]
+ssh = ["sshfs[bcrypt] (>=2022.6.0)", "bcrypt"]
+s3 = ["aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)"]
+oss = ["ossfs (>=2021.8.0)"]
+hdfs = ["fsspec", "pyarrow (>=1)"]
+gs = ["gcsfs (>=2021.11.1)"]
+gdrive = ["pydrive2[fsspec] (>=1.10.1)"]
+dev = ["pywin32 (>=225)", "pytest-docker (==0.11.0)", "dvc-data", "beautifulsoup4 (==4.11.1)", "dvclive[image] (>=0.7.3)", "types-toml (>=0.10.4)", "types-tabulate (>=0.8.6)", "types-requests (>=2.27.15)", "mypy (==0.971)", "pylint-plugin-utils (==0.7)", "pylint-pytest (==1.1.2)", "pylint (==2.14.5)", "filelock (==3.8.0)", "pytest-timeout (==2.1.0)", "mock (==4.0.3)", "flaky (==3.7.0)", "pytest-test-utils (==0.0.8)", "pytest-lazy-fixture (==0.6.3)", "pytest-mock (==3.8.2)", "pytest-xdist (==2.5.0)", "pytest-cov (==3.0.0)", "pytest (==7.1.2)", "dvc-ssh (==0.0.1a0)", "tpi[ssh] (>=2.1.0)", "webdav4 (>=0.9.3)", "sshfs[bcrypt] (>=2022.6.0)", "bcrypt", "aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)", "ossfs (>=2021.8.0)", "fsspec", "pyarrow (>=1)", "gcsfs (>=2021.11.1)", "pydrive2[fsspec] (>=1.10.1)", "knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)"]
+azure = ["knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)"]
+all = ["webdav4 (>=0.9.3)", "sshfs[bcrypt] (>=2022.6.0)", "bcrypt", "aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)", "ossfs (>=2021.8.0)", "fsspec", "pyarrow (>=1)", "gcsfs (>=2021.11.1)", "pydrive2[fsspec] (>=1.10.1)", "knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)"]
 
 [[package]]
 name = "dvc-data"
-version = "0.0.23"
+version = "0.1.15"
 description = "dvc data"
 category = "main"
 optional = false
@@ -456,21 +573,21 @@ python-versions = ">=3.8"
 [package.dependencies]
 dictdiffer = ">=0.8.1"
 diskcache = ">=5.2.1"
-dvc-objects = "0.0.23"
+dvc-objects = "0.1.8"
 funcy = ">=1.14"
 nanotime = ">=0.5.2"
 pygtrie = ">=2.3.2"
 shortuuid = ">=0.5.0"
 
 [package.extras]
-all = ["typer (>0.4,<0.6)", "rich (>=10.11.0,<13.0.0)"]
-cli = ["typer (>0.4,<0.6)", "rich (>=10.11.0,<13.0.0)"]
-dev = ["typer (>0.4,<0.6)", "rich (>=10.11.0,<13.0.0)", "pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.1)", "pylint (==2.14.4)", "mypy (==0.961)", "moto[server] (==3.1.16)", "requests (==2.28.1)", "types-requests (==2.28.0)", "universal-pathlib (==0.0.19)", "s3fs[boto3] (>=2022.02.0)"]
-tests = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.1)", "pylint (==2.14.4)", "mypy (==0.961)", "moto[server] (==3.1.16)", "requests (==2.28.1)", "types-requests (==2.28.0)", "universal-pathlib (==0.0.19)", "s3fs[boto3] (>=2022.02.0)"]
+tests = ["pytest-servers[s3] (==0.0.8)", "mypy (==0.971)", "pylint (==2.14.5)", "pytest-mock (==3.8.2)", "pytest-benchmark (==3.4.1)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.5)", "pytest (==7.1.2)"]
+dev = ["blake3 (>=0.3.1)", "pytest-servers[s3] (==0.0.8)", "mypy (==0.971)", "pylint (==2.14.5)", "pytest-mock (==3.8.2)", "pytest-benchmark (==3.4.1)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.5)", "pytest (==7.1.2)", "rich (>=10.11.0,<13.0.0)", "typer[rich] (>=0.6)"]
+cli = ["rich (>=10.11.0,<13.0.0)", "typer[rich] (>=0.6)"]
+all = ["rich (>=10.11.0,<13.0.0)", "typer[rich] (>=0.6)"]
 
 [[package]]
 name = "dvc-objects"
-version = "0.0.23"
+version = "0.1.8"
 description = "dvc objects"
 category = "main"
 optional = false
@@ -486,61 +603,82 @@ tqdm = ">=4.63.1,<5"
 typing-extensions = ">=3.7.4"
 
 [package.extras]
-all = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "aiohttp-retry (>=2.4.5)", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)", "pyarrow (>=1)", "fsspec"]
-azure = ["adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack"]
-dev = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.1)", "pylint (==2.14.4)", "mypy (==0.961)", "pytest-servers[s3] (==0.0.3)", "adlfs (>=2021.10.0)", "azure-identity (>=1.4.0)", "knack", "pydrive2[fsspec] (>=1.10.1)", "gcsfs (>=2021.11.1)", "aiohttp-retry (>=2.4.5)", "ossfs (>=2021.8.0)", "s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)", "bcrypt", "sshfs[bcrypt] (>=2021.11.2)", "webdav4 (>=0.9.3)", "pyarrow (>=1)", "fsspec"]
-gdrive = ["pydrive2[fsspec] (>=1.10.1)"]
-gs = ["gcsfs (>=2021.11.1)"]
-hdfs = ["pyarrow (>=1)", "fsspec"]
-http = ["aiohttp-retry (>=2.4.5)"]
-oss = ["ossfs (>=2021.8.0)"]
-s3 = ["s3fs[boto3] (>=2022.02.0)", "aiobotocore[boto3] (>2)"]
-ssh = ["bcrypt", "sshfs[bcrypt] (>=2021.11.2)"]
-tests = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.8.1)", "pylint (==2.14.4)", "mypy (==0.961)", "pytest-servers[s3] (==0.0.3)"]
 webdav = ["webdav4 (>=0.9.3)"]
+tests = ["pytest-servers[s3] (==0.0.8)", "mypy (==0.971)", "pylint (==2.14.5)", "pytest-mock (==3.8.2)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.5)", "pytest (==7.1.2)"]
+ssh = ["sshfs[bcrypt] (>=2021.11.2)", "bcrypt"]
+s3 = ["aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)"]
+oss = ["ossfs (>=2021.8.0)"]
+http = ["aiohttp-retry (>=2.5.0)"]
+hdfs = ["fsspec", "pyarrow (>=1)"]
+gs = ["gcsfs (>=2021.11.1)"]
+gdrive = ["pydrive2[fsspec] (>=1.14.0)"]
+dev = ["fsspec", "pyarrow (>=1)", "webdav4 (>=0.9.3)", "sshfs[bcrypt] (>=2021.11.2)", "bcrypt", "aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)", "ossfs (>=2021.8.0)", "aiohttp-retry (>=2.5.0)", "gcsfs (>=2021.11.1)", "pydrive2[fsspec] (>=1.14.0)", "knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)", "pytest-servers[s3] (==0.0.8)", "mypy (==0.971)", "pylint (==2.14.5)", "pytest-mock (==3.8.2)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.5)", "pytest (==7.1.2)"]
+azure = ["knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)"]
+all = ["fsspec", "pyarrow (>=1)", "webdav4 (>=0.9.3)", "sshfs[bcrypt] (>=2021.11.2)", "bcrypt", "aiobotocore[boto3] (>2)", "s3fs[boto3] (>=2022.02.0)", "ossfs (>=2021.8.0)", "aiohttp-retry (>=2.5.0)", "gcsfs (>=2021.11.1)", "pydrive2[fsspec] (>=1.14.0)", "knack", "azure-identity (>=1.4.0)", "adlfs (>=2021.10.0)"]
 
 [[package]]
 name = "dvc-render"
-version = "0.0.6"
+version = "0.0.9"
 description = "DVC render"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+
+[package.dependencies]
+tabulate = {version = ">=0.8.7", optional = true, markers = "extra == \"table\""}
+
+[package.extras]
+tests = ["pytest-test-utils (>=0.0.6)", "mypy (==0.961)", "pylint (==2.14.1)", "pytest-mock (==3.7.0)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.4)", "pytest (==7.1.2)", "funcy (>=1.17)", "matplotlib", "tabulate (>=0.8.7)"]
+table = ["tabulate (>=0.8.7)"]
+markdown = ["matplotlib", "tabulate (>=0.8.7)"]
+docs = ["mkdocstrings-python (==0.7.0)", "mkdocs-section-index (==0.3.4)", "mkdocs-material (==8.2.15)", "mkdocs-gen-files (==0.3.4)", "mkdocs (==1.3.0)"]
+dev = ["mkdocstrings-python (==0.7.0)", "mkdocs-section-index (==0.3.4)", "mkdocs-material (==8.2.15)", "mkdocs-gen-files (==0.3.4)", "mkdocs (==1.3.0)", "pytest-test-utils (>=0.0.6)", "mypy (==0.961)", "pylint (==2.14.1)", "pytest-mock (==3.7.0)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.4)", "pytest (==7.1.2)", "funcy (>=1.17)", "matplotlib", "tabulate (>=0.8.7)"]
+
+[[package]]
+name = "dvc-task"
+version = "0.1.2"
+description = "Extensible task queue used in DVC."
+category = "main"
+optional = false
+python-versions = ">=3.8"
 
 [package.dependencies]
+celery = ">=5.2.0,<6"
 funcy = ">=1.17"
-tabulate = ">=0.8.7"
+kombu = ">=5.2.0,<6"
+pywin32 = {version = ">=225", markers = "sys_platform == \"win32\""}
+shortuuid = ">=1.0.8"
 
 [package.extras]
-dev = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.9)", "mypy (==0.961)", "pytest-test-utils (>=0.0.6)", "mkdocs (==1.3.0)", "mkdocs-gen-files (==0.3.4)", "mkdocs-material (==8.2.15)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.0)"]
-docs = ["mkdocs (==1.3.0)", "mkdocs-gen-files (==0.3.4)", "mkdocs-material (==8.2.15)", "mkdocs-section-index (==0.3.4)", "mkdocstrings-python (==0.7.0)"]
-tests = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pylint (==2.13.9)", "mypy (==0.961)", "pytest-test-utils (>=0.0.6)"]
+tests = ["celery-types (>=0.11.0)", "pytest-celery", "pytest-test-utils (>=0.0.6)", "mypy (==0.961)", "pylint (==2.14.3)", "pytest-mock (==3.7.0)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.4)", "pytest (==7.1.2)", "flaky (==3.7.0)"]
+docs = ["mkdocstrings-python (==0.7.1)", "mkdocs-section-index (==0.3.4)", "mkdocs-material (==8.3.7)", "mkdocs-gen-files (==0.3.4)", "mkdocs (==1.3.0)"]
+dev = ["mkdocstrings-python (==0.7.1)", "mkdocs-section-index (==0.3.4)", "mkdocs-material (==8.3.7)", "mkdocs-gen-files (==0.3.4)", "mkdocs (==1.3.0)", "celery-types (>=0.11.0)", "pytest-celery", "pytest-test-utils (>=0.0.6)", "mypy (==0.961)", "pylint (==2.14.3)", "pytest-mock (==3.7.0)", "pytest-cov (==3.0.0)", "pytest-sugar (==0.9.4)", "pytest (==7.1.2)", "flaky (==3.7.0)"]
 
 [[package]]
 name = "dvclive"
-version = "0.9.0"
+version = "0.10.0"
 description = "Metric logger for ML projects."
 category = "main"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 
 [package.dependencies]
-dvc-render = "*"
+dvc-render = {version = ">=0.0.8", extras = ["table"]}
 
 [package.extras]
-all = ["dvc-render", "pillow", "mmcv", "tensorflow", "xgboost", "lightgbm", "transformers", "datasets", "catalyst (<=21.12)", "fastai", "pytorch-lightning (>=1.6)", "scikit-learn"]
-catalyst = ["catalyst (<=21.12)"]
-fastai = ["fastai"]
-huggingface = ["transformers", "datasets"]
-image = ["pillow"]
-lgbm = ["lightgbm"]
-mmcv = ["mmcv"]
-plots = ["scikit-learn"]
-pytorch_lightning = ["pytorch-lightning (>=1.6)"]
-sklearn = ["scikit-learn"]
-tests = ["pylint (==2.5.3)", "pytest (>=6.0.1)", "pre-commit", "pylint-plugin-utils (>=0.6)", "pytest-cov (>=2.12.1)", "pytest-mock (>=3.6.1)", "pandas (>=1.3.1)", "funcy (>=1.14)", "dvc (>=2.0.0)", "dvc-render", "pillow", "mmcv", "tensorflow", "xgboost", "lightgbm", "transformers", "datasets", "catalyst (<=21.12)", "fastai", "pytorch-lightning (>=1.6)", "scikit-learn"]
-tf = ["tensorflow"]
 xgb = ["xgboost"]
+tf = ["tensorflow"]
+tests = ["scikit-learn", "pytorch-lightning (>=1.6)", "fastai", "catalyst (<=21.12)", "datasets", "transformers", "lightgbm", "xgboost", "tensorflow", "mmcv", "pillow", "dvc-render[table] (>=0.0.8)", "dvc (>=2.0.0)", "funcy (>=1.14)", "pandas (>=1.3.1)", "pytest-mock (>=3.6.1)", "pytest-cov (>=2.12.1)", "pylint-plugin-utils (>=0.6)", "pre-commit", "pytest (>=6.0.1)", "pylint (==2.5.3)"]
+sklearn = ["scikit-learn"]
+pytorch_lightning = ["pytorch-lightning (>=1.6)"]
+plots = ["scikit-learn"]
+mmcv = ["mmcv"]
+lgbm = ["lightgbm"]
+image = ["pillow"]
+huggingface = ["datasets", "transformers"]
+fastai = ["fastai"]
+catalyst = ["catalyst (<=21.12)"]
+all = ["scikit-learn", "pytorch-lightning (>=1.6)", "fastai", "catalyst (<=21.12)", "datasets", "transformers", "lightgbm", "xgboost", "tensorflow", "mmcv", "pillow", "dvc-render[table] (>=0.0.8)"]
 
 [[package]]
 name = "filelock"
@@ -551,8 +689,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.8.17b43)", "sphinx (>=4.1)", "sphinx-autodoc-typehints (>=1.12)"]
-testing = ["covdefaults (>=1.2.0)", "coverage (>=4)", "pytest (>=4)", "pytest-cov", "pytest-timeout (>=1.4.2)"]
+testing = ["pytest-timeout (>=1.4.2)", "pytest-cov", "pytest (>=4)", "coverage (>=4)", "covdefaults (>=1.2.0)"]
+docs = ["sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4.1)", "furo (>=2021.8.17b43)"]
 
 [[package]]
 name = "flatten-dict"
@@ -621,40 +759,26 @@ aiohttp = {version = "*", optional = true, markers = "extra == \"http\""}
 requests = {version = "*", optional = true, markers = "extra == \"http\""}
 
 [package.extras]
-abfs = ["adlfs"]
-adl = ["adlfs"]
-arrow = ["pyarrow (>=1)"]
-dask = ["dask", "distributed"]
-dropbox = ["dropboxdrivefs", "requests", "dropbox"]
-entrypoints = ["importlib-metadata"]
-fuse = ["fusepy"]
-gcs = ["gcsfs"]
-git = ["pygit2"]
-github = ["requests"]
-gs = ["gcsfs"]
-gui = ["panel"]
-hdfs = ["pyarrow (>=1)"]
-http = ["requests", "aiohttp"]
-libarchive = ["libarchive-c"]
-oci = ["ocifs"]
-s3 = ["s3fs"]
-sftp = ["paramiko"]
-smb = ["smbprotocol"]
 ssh = ["paramiko"]
-
-[[package]]
-name = "ftfy"
-version = "6.0.3"
-description = "Fixes some problems with Unicode text after the fact"
-category = "main"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-wcwidth = "*"
-
-[package.extras]
-docs = ["furo", "sphinx"]
+smb = ["smbprotocol"]
+sftp = ["paramiko"]
+s3 = ["s3fs"]
+oci = ["ocifs"]
+libarchive = ["libarchive-c"]
+http = ["aiohttp", "requests"]
+hdfs = ["pyarrow (>=1)"]
+gui = ["panel"]
+gs = ["gcsfs"]
+github = ["requests"]
+git = ["pygit2"]
+gcs = ["gcsfs"]
+fuse = ["fusepy"]
+entrypoints = ["importlib-metadata"]
+dropbox = ["dropbox", "requests", "dropboxdrivefs"]
+dask = ["distributed", "dask"]
+arrow = ["pyarrow (>=1)"]
+adl = ["adlfs"]
+abfs = ["adlfs"]
 
 [[package]]
 name = "funcy"
@@ -709,9 +833,9 @@ rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
 six = ">=1.9.0"
 
 [package.extras]
-aiohttp = ["requests (>=2.20.0,<3.0.0dev)", "aiohttp (>=3.6.2,<4.0.0dev)"]
-pyopenssl = ["pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
+pyopenssl = ["pyopenssl (>=20.0.0)"]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0dev)", "requests (>=2.20.0,<3.0.0dev)"]
 
 [[package]]
 name = "google-auth-oauthlib"
@@ -757,6 +881,20 @@ six = ">=1.5.2"
 [package.extras]
 protobuf = ["grpcio-tools (>=1.43.0)"]
 
+[[package]]
+name = "hydra-core"
+version = "1.2.0"
+description = "A framework for elegantly configuring complex applications"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+antlr4-python3-runtime = ">=4.9.0,<4.10.0"
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
+omegaconf = ">=2.2,<3.0"
+packaging = "*"
+
 [[package]]
 name = "identify"
 version = "2.4.7"
@@ -788,9 +926,9 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
+testing = ["importlib-resources (>=1.3)", "pytest-mypy", "pytest-black (>=0.3.7)", "pytest-perf (>=0.9.2)", "flufl.flake8", "pyfakefs", "packaging", "pytest-enabler (>=1.0.1)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=8.2)", "sphinx"]
 
 [[package]]
 name = "importlib-resources"
@@ -804,8 +942,8 @@ python-versions = ">=3.6"
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy"]
+testing = ["pytest-mypy", "pytest-black (>=0.3.7)", "pytest-enabler (>=1.0.1)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=8.2)", "sphinx"]
 
 [[package]]
 name = "iniconfig"
@@ -857,12 +995,32 @@ python-versions = ">=3.6"
 attrs = ">=19.2.0"
 
 [[package]]
-name = "mailchecker"
-version = "4.1.11"
-description = "Cross-language email validation. Backed by a database of thousands throwable email providers."
+name = "kombu"
+version = "5.2.4"
+description = "Messaging library for Python."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
+
+[package.dependencies]
+amqp = ">=5.0.9,<6.0.0"
+vine = "*"
+
+[package.extras]
+zookeeper = ["kazoo (>=1.3.1)"]
+yaml = ["PyYAML (>=3.10)"]
+sqs = ["urllib3 (>=1.26.7)", "pycurl (>=7.44.1,<7.45.0)", "boto3 (>=1.9.12)"]
+sqlalchemy = ["sqlalchemy"]
+slmq = ["softlayer-messaging (>=1.0.3)"]
+redis = ["redis (>=3.4.1,!=4.0.0,!=4.0.1)"]
+qpid = ["qpid-tools (>=0.26)", "qpid-python (>=0.26)"]
+pyro = ["pyro4"]
+msgpack = ["msgpack"]
+mongodb = ["pymongo (>=3.3.0,<3.12.1)"]
+librabbitmq = ["librabbitmq (>=2.0.0)"]
+consul = ["python-consul (>=0.6.0)"]
+azurestoragequeues = ["azure-storage-queue"]
+azureservicebus = ["azure-servicebus (>=7.0.0)"]
 
 [[package]]
 name = "markdown"
@@ -876,7 +1034,7 @@ python-versions = ">=3.6"
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
-testing = ["coverage", "pyyaml"]
+testing = ["pyyaml", "coverage"]
 
 [[package]]
 name = "markupsafe"
@@ -927,11 +1085,11 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-default = ["numpy (>=1.19)", "scipy (>=1.5,!=1.6.1)", "matplotlib (>=3.3)", "pandas (>=1.1)"]
-developer = ["black (==21.5b1)", "pre-commit (>=2.12)"]
-doc = ["sphinx (>=4.0,<5.0)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx-gallery (>=0.9,<1.0)", "numpydoc (>=1.1)", "pillow (>=8.2)", "nb2plots (>=0.6)", "texext (>=0.6.6)"]
-extra = ["lxml (>=4.5)", "pygraphviz (>=1.7)", "pydot (>=1.4.1)"]
-test = ["pytest (>=6.2)", "pytest-cov (>=2.12)", "codecov (>=2.1)"]
+test = ["codecov (>=2.1)", "pytest-cov (>=2.12)", "pytest (>=6.2)"]
+extra = ["pydot (>=1.4.1)", "pygraphviz (>=1.7)", "lxml (>=4.5)"]
+doc = ["texext (>=0.6.6)", "nb2plots (>=0.6)", "pillow (>=8.2)", "numpydoc (>=1.1)", "sphinx-gallery (>=0.9,<1.0)", "pydata-sphinx-theme (>=0.6,<1.0)", "sphinx (>=4.0,<5.0)"]
+developer = ["pre-commit (>=2.12)", "black (==21.5b1)"]
+default = ["pandas (>=1.1)", "matplotlib (>=3.3)", "scipy (>=1.5,!=1.6.1)", "numpy (>=1.19)"]
 
 [[package]]
 name = "nltk"
@@ -948,12 +1106,12 @@ regex = ">=2021.8.3"
 tqdm = "*"
 
 [package.extras]
-all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
-corenlp = ["requests"]
-machine_learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
-plot = ["matplotlib"]
-tgrep = ["pyparsing"]
 twitter = ["twython"]
+tgrep = ["pyparsing"]
+plot = ["matplotlib"]
+machine_learning = ["scipy", "scikit-learn", "python-crfsuite", "numpy"]
+corenlp = ["requests"]
+all = ["twython", "scipy", "scikit-learn", "requests", "python-crfsuite", "pyparsing", "numpy", "matplotlib"]
 
 [[package]]
 name = "nodeenv"
@@ -971,6 +1129,14 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "numpy"
+version = "1.23.1"
+description = "NumPy is the fundamental package for array computing with Python."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
 [[package]]
 name = "numpyencoder"
 version = "0.3.0"
@@ -991,189 +1157,84 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-rsa = ["cryptography (>=3.0.0)"]
+signedtoken = ["pyjwt (>=2.0.0,<3)", "cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
-signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+rsa = ["cryptography (>=3.0.0)"]
 
 [[package]]
-name = "packaging"
-version = "21.3"
-description = "Core utilities for Python packages"
+name = "omegaconf"
+version = "2.2.2"
+description = "A flexible configuration library"
 category = "main"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
+antlr4-python3-runtime = ">=4.9.0,<4.10.0"
+PyYAML = ">=5.1.0"
 
 [[package]]
-name = "pandas"
-version = "1.3.3"
-description = "Powerful data structures for data analysis, time series, and statistics"
+name = "packaging"
+version = "21.3"
+description = "Core utilities for Python packages"
 category = "main"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.6"
 
 [package.dependencies]
-numpy = ">=1.17.3"
-python-dateutil = ">=2.7.3"
-pytz = ">=2017.3"
-
-[package.extras]
-test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pandas"
-version = "1.3.4"
+version = "1.4.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""},
     {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
+    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
 ]
-python-dateutil = ">=2.7.3"
-pytz = ">=2017.3"
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
 
 [package.extras]
-test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+test = ["pytest-xdist (>=1.31)", "pytest (>=6.0)", "hypothesis (>=5.5.3)"]
 
 [[package]]
-name = "pandas"
-version = "1.3.5"
-description = "Powerful data structures for data analysis, time series, and statistics"
+name = "pathspec"
+version = "0.9.0"
+description = "Utility library for gitignore style pattern matching of file paths."
 category = "main"
 optional = false
-python-versions = ">=3.7.1"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
 
-[package.dependencies]
-numpy = [
-    {version = ">=1.17.3", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-]
-python-dateutil = ">=2.7.3"
-pytz = ">=2017.3"
+[[package]]
+name = "platformdirs"
+version = "2.4.1"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
 
 [package.extras]
-test = ["hypothesis (>=3.58)", "pytest (>=6.0)", "pytest-xdist"]
+test = ["pytest-mock (>=3.6)", "pytest-cov (>=2.7)", "pytest (>=6)", "appdirs (==1.4.4)"]
+docs = ["sphinx-autodoc-typehints (>=1.12)", "proselint (>=0.10.2)", "furo (>=2021.7.5b38)", "Sphinx (>=4)"]
 
 [[package]]
-name = "pandas"
-version = "1.4.0"
-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
+name = "pluggy"
+version = "0.13.1"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
 optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-numpy = [
-    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-]
-python-dateutil = ">=2.8.1"
-pytz = ">=2020.1"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
-
-[[package]]
-name = "pandas"
-version = "1.4.1"
-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-numpy = [
-    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-]
-python-dateutil = ">=2.8.1"
-pytz = ">=2020.1"
-
-[package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
-
-[[package]]
-name = "pandas"
-version = "1.4.2"
-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-numpy = [
-    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-]
-python-dateutil = ">=2.8.1"
-pytz = ">=2020.1"
-
-[package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
-
-[[package]]
-name = "pandas"
-version = "1.4.3"
-description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-
-[package.dependencies]
-numpy = [
-    {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""},
-    {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""},
-]
-python-dateutil = ">=2.8.1"
-pytz = ">=2020.1"
-
-[package.extras]
-test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
-
-[[package]]
-name = "pathspec"
-version = "0.9.0"
-description = "Utility library for gitignore style pattern matching of file paths."
-category = "main"
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
-
-[[package]]
-name = "phonenumbers"
-version = "8.12.42"
-description = "Python version of Google's common library for parsing, formatting, storing and validating international phone numbers."
-category = "main"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "platformdirs"
-version = "2.4.1"
-description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-docs = ["Sphinx (>=4)", "furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)"]
-test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
-
-[[package]]
-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.*"
-
-[package.extras]
-dev = ["pre-commit", "tox"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "pre-commit"
@@ -1191,6 +1252,17 @@ pyyaml = ">=5.1"
 toml = "*"
 virtualenv = ">=20.0.8"
 
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.30"
+description = "Library for building powerful interactive command lines in Python"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+wcwidth = "*"
+
 [[package]]
 name = "protobuf"
 version = "3.19.4"
@@ -1208,7 +1280,7 @@ optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.extras]
-test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
+test = ["wmi", "pywin32", "enum34", "unittest2", "mock", "ipaddress"]
 
 [[package]]
 name = "py"
@@ -1292,13 +1364,13 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-aws = ["pymongo-auth-aws (<2.0.0)"]
-encryption = ["pymongocrypt (>=1.2.0,<2.0.0)"]
-gssapi = ["pykerberos"]
-ocsp = ["pyopenssl (>=17.2.0)", "requests (<3.0.0)", "service-identity (>=18.1.0)", "certifi"]
-snappy = ["python-snappy"]
-srv = ["dnspython (>=1.16.0,<3.0.0)"]
 zstd = ["zstandard"]
+srv = ["dnspython (>=1.16.0,<3.0.0)"]
+snappy = ["python-snappy"]
+ocsp = ["certifi", "service-identity (>=18.1.0)", "requests (<3.0.0)", "pyopenssl (>=17.2.0)"]
+gssapi = ["pykerberos"]
+encryption = ["pymongocrypt (>=1.2.0,<2.0.0)"]
+aws = ["pymongo-auth-aws (<2.0.0)"]
 
 [[package]]
 name = "pyparsing"
@@ -1309,7 +1381,7 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-diagrams = ["jinja2", "railroad-diagrams"]
+diagrams = ["railroad-diagrams", "jinja2"]
 
 [[package]]
 name = "pytest"
@@ -1330,28 +1402,7 @@ py = ">=1.8.2"
 toml = "*"
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
-
-[[package]]
-name = "python-benedict"
-version = "0.24.3"
-description = "python-benedict is a dict subclass with keylist/keypath support, normalized I/O operations (base64, csv, ini, json, pickle, plist, query-string, toml, xml, yaml) and many utilities... for humans, obviously."
-category = "main"
-optional = false
-python-versions = "*"
-
-[package.dependencies]
-ftfy = {version = "*", markers = "python_version >= \"3.6\""}
-mailchecker = "*"
-phonenumbers = "*"
-python-dateutil = "*"
-python-fsutil = "*"
-python-slugify = "*"
-pyyaml = "*"
-requests = "*"
-six = "*"
-toml = "*"
-xmltodict = "*"
+testing = ["xmlschema", "requests", "nose", "mock", "hypothesis (>=3.56)", "argcomplete"]
 
 [[package]]
 name = "python-dateutil"
@@ -1364,14 +1415,6 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 [package.dependencies]
 six = ">=1.5"
 
-[[package]]
-name = "python-fsutil"
-version = "0.6.0"
-description = "file-system utilities for lazy devs."
-category = "main"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "python-levenshtein"
 version = "0.12.2"
@@ -1381,23 +1424,17 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "python-slugify"
-version = "5.0.2"
-description = "A Python Slugify application that handles Unicode"
+name = "pytz"
+version = "2021.3"
+description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-text-unidecode = ">=1.3"
-
-[package.extras]
-unidecode = ["Unidecode (>=1.1.1)"]
+python-versions = "*"
 
 [[package]]
-name = "pytz"
-version = "2021.3"
-description = "World timezone definitions, modern and historical"
+name = "pywin32"
+version = "304"
+description = "Python for Window Extensions"
 category = "main"
 optional = false
 python-versions = "*"
@@ -1433,8 +1470,8 @@ idna = {version = ">=2.5,<4", markers = "python_version >= \"3\""}
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+socks = ["win-inet-pton", "PySocks (>=1.5.6,!=1.5.7)"]
 
 [[package]]
 name = "requests-cache"
@@ -1452,14 +1489,14 @@ requests = ">=2.17,<3.0"
 url-normalize = ">=1.4,<2.0"
 
 [package.extras]
-bson = ["bson (>=0.5)", "cattrs (>=1.7,<2.0)"]
-all = ["cattrs (>=1.7,<2.0)", "ujson (>=4.0)", "boto3 (<1.16)", "pymongo (>=3.0,<4.0)", "redis (>=3.0,<4.0)"]
-json = ["cattrs (>=1.7,<2.0)", "ujson (>=4.0)"]
-yaml = ["cattrs (>=1.7,<2.0)"]
-mongodb = ["cattrs (>=1.7,<2.0)", "pymongo (>=3.0,<4.0)"]
-dynamodb = ["boto3 (<1.16)", "botocore (<1.19)"]
+docs = ["linkify-it-py (>=1.0.1,<2.0.0)", "sphinxcontrib-apidoc (>=0.3,<0.4)", "sphinx-inline-tabs (>=2021.4.11-beta.9,<2022.0.0)", "sphinx-copybutton (>=0.3,<0.5)", "sphinx-autodoc-typehints (>=1.11,<2.0)", "Sphinx (==4.1.2)", "myst-parser (>=0.15.1,<0.16.0)", "furo (>=2021.6.24-beta.37)"]
+all = ["redis (>=3.0,<4.0)", "pymongo (>=3.0,<4.0)", "boto3 (<1.16)", "ujson (>=4.0)", "cattrs (>=1.7,<2.0)"]
 redis = ["redis (>=3.0,<4.0)"]
-docs = ["furo (>=2021.6.24-beta.37)", "myst-parser (>=0.15.1,<0.16.0)", "Sphinx (==4.1.2)", "sphinx-autodoc-typehints (>=1.11,<2.0)", "sphinx-copybutton (>=0.3,<0.5)", "sphinx-inline-tabs (>=2021.4.11-beta.9,<2022.0.0)", "sphinxcontrib-apidoc (>=0.3,<0.4)", "linkify-it-py (>=1.0.1,<2.0.0)"]
+mongodb = ["pymongo (>=3.0,<4.0)", "cattrs (>=1.7,<2.0)"]
+dynamodb = ["botocore (<1.19)", "boto3 (<1.16)"]
+json = ["ujson (>=4.0)", "cattrs (>=1.7,<2.0)"]
+bson = ["cattrs (>=1.7,<2.0)", "bson (>=0.5)"]
+yaml = ["cattrs (>=1.7,<2.0)"]
 
 [[package]]
 name = "requests-oauthlib"
@@ -1528,19 +1565,23 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "scikit-learn"
-version = "0.22.2.post1"
+version = "1.1.2"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 
 [package.dependencies]
-joblib = ">=0.11"
-numpy = ">=1.11.0"
-scipy = ">=0.17.0"
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
 
 [package.extras]
-alldeps = ["numpy (>=1.11.0)", "scipy (>=0.17.0)"]
+tests = ["numpydoc (>=1.2.0)", "pyamg (>=4.0.0)", "mypy (>=0.961)", "black (>=22.3.0)", "flake8 (>=3.8.2)", "pytest-cov (>=2.9.0)", "pytest (>=5.0.1)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"]
+examples = ["seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"]
+docs = ["sphinxext-opengraph (>=0.4.2)", "sphinx-prompt (>=1.3.0)", "Pillow (>=7.1.2)", "numpydoc (>=1.2.0)", "sphinx-gallery (>=0.7.0)", "sphinx (>=4.0.1)", "memory-profiler (>=0.57.0)", "seaborn (>=0.9.0)", "pandas (>=1.0.5)", "scikit-image (>=0.16.2)", "matplotlib (>=3.1.2)"]
+benchmark = ["memory-profiler (>=0.57.0)", "pandas (>=1.0.5)", "matplotlib (>=3.1.2)"]
 
 [[package]]
 name = "scipy"
@@ -1572,7 +1613,7 @@ pygit2 = ">=1.7.2"
 pygtrie = ">=2.3.2"
 
 [package.extras]
-dev = ["pytest (==7.1.2)", "pytest-sugar (==0.9.4)", "pytest-test-utils (==0.0.6)", "pytest-cov (==3.0.0)", "pytest-mock (==3.7.0)", "pytest-asyncio (==0.18.3)", "pylint (==2.14.1)", "mock (==4.0.3)", "mypy (==0.961)", "paramiko (==2.11.0)", "types-certifi (==2021.10.8.3)", "types-mock (==4.0.15)", "types-paramiko (==2.10.0)", "pytest-docker (==0.12.0)"]
+dev = ["pytest-docker (==0.12.0)", "types-paramiko (==2.10.0)", "types-mock (==4.0.15)", "types-certifi (==2021.10.8.3)", "paramiko (==2.11.0)", "mypy (==0.961)", "mock (==4.0.3)", "pylint (==2.14.1)", "pytest-asyncio (==0.18.3)", "pytest-mock (==3.7.0)", "pytest-cov (==3.0.0)", "pytest-test-utils (==0.0.6)", "pytest-sugar (==0.9.4)", "pytest (==7.1.2)"]
 
 [[package]]
 name = "shortuuid"
@@ -1608,7 +1649,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "snorkel"
-version = "0.9.8"
+version = "0.9.9"
 description = "A system for quickly generating training data with weak supervision"
 category = "main"
 optional = false
@@ -1616,14 +1657,14 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 munkres = ">=1.0.6"
-networkx = ">=2.2,<2.7"
-numpy = ">=1.16.5,<1.20.0"
-pandas = ">=1.0.0,<2.0.0"
-scikit-learn = ">=0.20.2,<0.25.0"
-scipy = ">=1.2.0,<2.0.0"
-tensorboard = ">=2.0.0,<2.7.0"
-torch = ">=1.2.0,<2.0.0"
-tqdm = ">=4.33.0,<5.0.0"
+networkx = ">=2.2"
+numpy = ">=1.16.5"
+pandas = ">=1.0.0"
+scikit-learn = ">=0.20.2"
+scipy = ">=1.2.0"
+tensorboard = ">=2.9.1"
+torch = ">=1.2.0"
+tqdm = ">=4.33.0"
 
 [[package]]
 name = "sshfs"
@@ -1641,13 +1682,13 @@ asyncssh = [
 fsspec = ">=2021.8.1"
 
 [package.extras]
-bcrypt = ["asyncssh"]
-fido2 = ["asyncssh"]
-gssapi = ["asyncssh"]
-libnacl = ["asyncssh"]
-pkcs11 = ["asyncssh"]
-pyopenssl = ["asyncssh"]
 pywin32 = ["asyncssh"]
+pyopenssl = ["asyncssh"]
+pkcs11 = ["asyncssh"]
+libnacl = ["asyncssh"]
+gssapi = ["asyncssh"]
+fido2 = ["asyncssh"]
+bcrypt = ["asyncssh"]
 
 [[package]]
 name = "tabulate"
@@ -1662,7 +1703,7 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "tensorboard"
-version = "2.6.0"
+version = "2.10.0"
 description = "TensorBoard lets you watch Tensors Flow"
 category = "main"
 optional = false
@@ -1670,16 +1711,16 @@ python-versions = ">=3.6"
 
 [package.dependencies]
 absl-py = ">=0.4"
-google-auth = ">=1.6.3,<2"
+google-auth = ">=1.6.3,<3"
 google-auth-oauthlib = ">=0.4.1,<0.5"
 grpcio = ">=1.24.3"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
-protobuf = ">=3.6.0"
+protobuf = ">=3.9.2,<3.20"
 requests = ">=2.21.0,<3"
 tensorboard-data-server = ">=0.6.0,<0.7.0"
 tensorboard-plugin-wit = ">=1.6.0"
-werkzeug = ">=0.11.15"
+werkzeug = ">=1.0.1"
 
 [[package]]
 name = "tensorboard-data-server"
@@ -1698,18 +1739,18 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "text-unidecode"
-version = "1.3"
-description = "The most basic Text::Unidecode port"
+name = "threadpoolctl"
+version = "3.1.0"
+description = "threadpoolctl"
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 
@@ -1721,6 +1762,14 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[[package]]
+name = "tomlkit"
+version = "0.11.4"
+description = "Style preserving TOML library"
+category = "main"
+optional = false
+python-versions = ">=3.6,<4.0"
+
 [[package]]
 name = "torch"
 version = "1.10.2"
@@ -1744,10 +1793,10 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
-notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
 telegram = ["requests"]
+slack = ["slack-sdk"]
+notebook = ["ipywidgets (>=6)"]
+dev = ["wheel", "twine", "py-make (>=0.1.0)"]
 
 [[package]]
 name = "typing-extensions"
@@ -1777,9 +1826,17 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
 [package.extras]
-brotli = ["brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+secure = ["ipaddress", "certifi", "idna (>=2.0.0)", "cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
+brotli = ["brotlipy (>=0.6.0)"]
+
+[[package]]
+name = "vine"
+version = "5.0.0"
+description = "Promises, promises, promises."
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "virtualenv"
@@ -1796,8 +1853,8 @@ platformdirs = ">=2,<3"
 six = ">=1.9.0,<2"
 
 [package.extras]
-docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=21.3)"]
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+testing = ["packaging (>=20.0)", "pytest-timeout (>=1)", "pytest-randomly (>=1)", "pytest-mock (>=2)", "pytest-freezegun (>=0.4.1)", "pytest-env (>=0.6.2)", "pytest (>=4)", "flaky (>=3)", "coverage-enable-subprocess (>=1)", "coverage (>=4)"]
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 [[package]]
 name = "voluptuous"
@@ -1826,14 +1883,6 @@ python-versions = ">=3.6"
 [package.extras]
 watchdog = ["watchdog"]
 
-[[package]]
-name = "xmltodict"
-version = "0.12.0"
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-category = "main"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
 [[package]]
 name = "yarl"
 version = "1.7.2"
@@ -1866,150 +1915,1503 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
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+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=8.2)", "sphinx"]
 
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 python-versions = "^3.8"
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-appdirs = []
-async-timeout = []
-asyncssh = []
-atomicwrites = []
-atpublic = []
-attrs = []
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diff --git a/pyproject.toml b/pyproject.toml
index 1189fad1..8182c325 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ nltk = "^3.5"
 tabulate = "^0.8"
 pymongo = "^4.0"
 appdirs = "^1.4"
-scikit-learn = "^0.22"
+scikit-learn = "^1.1"
 click = "^8.1.3"
 fs = "^2.4.16"
 frozendict = "^2.3.2"