diff --git a/poetry.lock b/poetry.lock
index 1aa82ff..9845004 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -28,20 +28,21 @@ pydub = "*"
 resampy = "*"
 scikit-learn = "0.22.2"
 scipy = "1.4.1"
+setuptools = "*"
 six = "*"
 statsmodels = "*"
 tqdm = "*"
 
 [package.extras]
-all = ["mxnet", "catboost", "lightgbm", "tensorflow", "tensorflow-addons", "h5py", "torch", "torchvision", "xgboost", "pandas", "kornia"]
+all = ["catboost", "h5py", "kornia", "lightgbm", "mxnet", "pandas", "tensorflow", "tensorflow-addons", "torch", "torchvision", "xgboost"]
 catboost = ["catboost"]
-docs = ["sphinx (>=1.4)", "sphinx-rtd-theme", "sphinx-autodoc-annotation", "sphinx-autodoc-typehints", "matplotlib", "numpy", "scipy (==1.4.1)", "six (==1.13.0)", "scikit-learn (==0.22.2)", "Pillow (>=6.0.0)"]
-gpy = ["gpy"]
-keras = ["keras", "h5py"]
+docs = ["Pillow (>=6.0.0)", "matplotlib", "numpy", "scikit-learn (==0.22.2)", "scipy (==1.4.1)", "six (==1.13.0)", "sphinx (>=1.4)", "sphinx-autodoc-annotation", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+gpy = ["GPy"]
+keras = ["h5py", "keras"]
 lightgbm = ["lightgbm"]
 mxnet = ["mxnet"]
 pytorch = ["torch", "torchvision"]
-tensorflow = ["tensorflow", "tensorflow-addons", "h5py"]
+tensorflow = ["h5py", "tensorflow", "tensorflow-addons"]
 xgboost = ["xgboost"]
 
 [[package]]
@@ -93,7 +94,7 @@ cffi = ">=1.0.0"
 six = "*"
 
 [package.extras]
-dev = ["coverage[toml] (>=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[toml] (>=5.0.2)", "hypothesis", "pytest"]
 
@@ -122,8 +123,8 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [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"]
 
@@ -193,11 +194,11 @@ python-versions = "~=3.5"
 
 [[package]]
 name = "certifi"
-version = "2020.12.5"
+version = "2022.12.7"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "cffi"
@@ -265,7 +266,7 @@ optional = false
 python-versions = "*"
 
 [package.extras]
-test = ["hypothesis (==3.55.3)", "flake8 (==3.7.8)"]
+test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "coverage"
@@ -352,7 +353,7 @@ python-versions = "*"
 future = "*"
 
 [package.extras]
-dev = ["tox (==3.12.1)", "Sphinx (==2.1.0)", "pytest (==4.6.1)", "pytest-mock (==1.10.4)", "numpy (==1.16.4)", "future (==0.17.1)"]
+dev = ["Sphinx (==2.1.0)", "future (==0.17.1)", "numpy (==1.16.4)", "pytest (==4.6.1)", "pytest-mock (==1.10.4)", "tox (==3.12.1)"]
 
 [[package]]
 name = "flake8"
@@ -407,7 +408,7 @@ attrs = ">=19.2.0"
 flake8 = ">=3.0.0"
 
 [package.extras]
-dev = ["coverage", "black", "hypothesis", "hypothesmith"]
+dev = ["black", "coverage", "hypothesis", "hypothesmith"]
 
 [[package]]
 name = "flake8-docstrings"
@@ -431,6 +432,7 @@ python-versions = "*"
 
 [package.dependencies]
 pycodestyle = "*"
+setuptools = "*"
 
 [[package]]
 name = "flake8-polyfill"
@@ -459,13 +461,13 @@ requests = {version = "*", optional = true, markers = "extra == \"http\""}
 abfs = ["adlfs"]
 adl = ["adlfs"]
 dask = ["dask", "distributed"]
-dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 gcs = ["gcsfs"]
 git = ["pygit2"]
 github = ["requests"]
 gs = ["gcsfs"]
 hdfs = ["pyarrow"]
-http = ["requests", "aiohttp"]
+http = ["aiohttp", "requests"]
 s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
@@ -514,6 +516,7 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 cachetools = ">=2.0.0,<5.0"
 pyasn1-modules = ">=0.2.1"
 rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+setuptools = ">=40.3.0"
 six = ">=1.9.0"
 
 [package.extras]
@@ -563,11 +566,11 @@ attrs = ">=19.2.0"
 sortedcontainers = ">=2.1.0,<3.0.0"
 
 [package.extras]
-all = ["black (>=19.10b0)", "click (>=7.0)", "django (>=2.2)", "dpcontracts (>=0.4)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=0.25)", "pytest (>=4.3)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "importlib-resources (>=3.3.0)", "importlib-metadata", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2020.4)"]
-cli = ["click (>=7.0)", "black (>=19.10b0)"]
+all = ["backports.zoneinfo (>=0.2.1)", "black (>=19.10b0)", "click (>=7.0)", "django (>=2.2)", "dpcontracts (>=0.4)", "importlib-metadata", "importlib-resources (>=3.3.0)", "lark-parser (>=0.6.5)", "libcst (>=0.3.16)", "numpy (>=1.9.0)", "pandas (>=0.25)", "pytest (>=4.3)", "python-dateutil (>=1.4)", "pytz (>=2014.1)", "redis (>=3.0.0)", "tzdata (>=2020.4)"]
+cli = ["black (>=19.10b0)", "click (>=7.0)"]
 codemods = ["libcst (>=0.3.16)"]
 dateutil = ["python-dateutil (>=1.4)"]
-django = ["pytz (>=2014.1)", "django (>=2.2)"]
+django = ["django (>=2.2)", "pytz (>=2014.1)"]
 dpcontracts = ["dpcontracts (>=0.4)"]
 ghostwriter = ["black (>=19.10b0)"]
 lark = ["lark-parser (>=0.6.5)"]
@@ -576,7 +579,7 @@ pandas = ["pandas (>=0.25)"]
 pytest = ["pytest (>=4.3)"]
 pytz = ["pytz (>=2014.1)"]
 redis = ["redis (>=3.0.0)"]
-zoneinfo = ["importlib-resources (>=3.3.0)", "backports.zoneinfo (>=0.2.1)", "tzdata (>=2020.4)"]
+zoneinfo = ["backports.zoneinfo (>=0.2.1)", "importlib-resources (>=3.3.0)", "tzdata (>=2020.4)"]
 
 [[package]]
 name = "idna"
@@ -610,8 +613,8 @@ typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pep517", "pyfakefs", "flufl.flake8", "pytest-black (>=0.3.7)", "pytest-mypy", "importlib-resources (>=1.3)"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pep517", "pyfakefs", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -637,7 +640,7 @@ tornado = ">=4.2"
 traitlets = ">=4.1.0"
 
 [package.extras]
-test = ["pytest (!=5.3.4)", "pytest-cov", "flaky", "nose", "jedi (<=0.17.2)"]
+test = ["flaky", "jedi (<=0.17.2)", "nose", "pytest (!=5.3.4)", "pytest-cov"]
 
 [[package]]
 name = "ipython"
@@ -657,6 +660,7 @@ 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 = "*"
+setuptools = ">=18.5"
 traitlets = ">=4.2"
 
 [package.extras]
@@ -665,10 +669,10 @@ 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]]
 name = "ipython-genutils"
@@ -695,7 +699,7 @@ traitlets = ">=4.3.1"
 widgetsnbextension = ">=3.5.0,<3.6.0"
 
 [package.extras]
-test = ["pytest (>=3.6.0)", "pytest-cov", "mock"]
+test = ["mock", "pytest (>=3.6.0)", "pytest-cov"]
 
 [[package]]
 name = "isort"
@@ -706,9 +710,9 @@ optional = false
 python-versions = ">=3.6,<4.0"
 
 [package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
@@ -770,11 +774,12 @@ python-versions = "*"
 attrs = ">=17.4.0"
 importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 pyrsistent = ">=0.14.0"
+setuptools = "*"
 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]]
 name = "jupyter"
@@ -810,7 +815,7 @@ traitlets = "*"
 
 [package.extras]
 doc = ["sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["async-generator", "ipykernel", "ipython", "mock", "pytest-asyncio", "pytest-timeout", "pytest", "mypy", "pre-commit", "jedi (<0.18)"]
+test = ["async-generator", "ipykernel", "ipython", "jedi (<0.18)", "mock", "mypy", "pre-commit", "pytest", "pytest-asyncio", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-console"
@@ -857,7 +862,7 @@ 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 = ["sphinx", "recommonmark", "sphinx-rtd-theme", "sphinx-copybutton"]
+docs = ["recommonmark", "sphinx", "sphinx-copybutton", "sphinx-rtd-theme"]
 test = ["pytest", "pytest-check-links", "requests"]
 
 [[package]]
@@ -876,7 +881,7 @@ notebook = ">=4.2.0"
 requests = "*"
 
 [package.extras]
-test = ["requests", "pytest"]
+test = ["pytest", "requests"]
 
 [[package]]
 name = "jupyterlab-widgets"
@@ -1021,11 +1026,11 @@ testpath = "*"
 traitlets = ">=4.2"
 
 [package.extras]
-all = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=4.2)", "ipywidgets (>=7)", "tornado (>=4.0)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "sphinxcontrib-github-alt", "ipython"]
-docs = ["sphinx (>=1.5.1)", "sphinx-rtd-theme", "nbsphinx (>=0.2.12)", "sphinxcontrib-github-alt", "ipython", "jupyter-client (>=4.2)"]
+all = ["ipykernel", "ipython", "ipywidgets (>=7)", "jupyter-client (>=4.2)", "nbsphinx (>=0.2.12)", "pytest", "pytest-cov", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt", "tornado (>=4.0)"]
+docs = ["ipython", "jupyter-client (>=4.2)", "nbsphinx (>=0.2.12)", "sphinx (>=1.5.1)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 execute = ["jupyter-client (>=4.2)"]
 serve = ["tornado (>=4.0)"]
-test = ["pytest", "pytest-cov", "ipykernel", "jupyter-client (>=4.2)", "ipywidgets (>=7)"]
+test = ["ipykernel", "ipywidgets (>=7)", "jupyter-client (>=4.2)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "nbformat"
@@ -1043,7 +1048,7 @@ traitlets = ">=4.1"
 
 [package.extras]
 fast = ["fastjsonschema"]
-test = ["check-manifest", "fastjsonschema", "testpath", "pytest", "pytest-cov"]
+test = ["check-manifest", "fastjsonschema", "pytest", "pytest-cov", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
@@ -1079,9 +1084,9 @@ tornado = ">=6.1"
 traitlets = ">=4.2.1"
 
 [package.extras]
-docs = ["sphinx", "nbsphinx", "sphinxcontrib-github-alt", "sphinx-rtd-theme", "myst-parser"]
+docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
 json-logging = ["json-logging"]
-test = ["pytest", "coverage", "requests", "nbval", "selenium", "pytest-cov", "requests-unixsocket"]
+test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium"]
 
 [[package]]
 name = "numba"
@@ -1094,6 +1099,7 @@ python-versions = ">=3.6"
 [package.dependencies]
 llvmlite = ">=0.34.0.dev0,<0.35"
 numpy = ">=1.15"
+setuptools = "*"
 
 [[package]]
 name = "numpy"
@@ -1149,7 +1155,7 @@ 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]]
 name = "pandocfilters"
@@ -1168,7 +1174,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.extras]
-testing = ["pytest (>=3.0.7)", "docopt"]
+testing = ["docopt", "pytest (>=3.0.7)"]
 
 [[package]]
 name = "pathspec"
@@ -1281,7 +1287,7 @@ optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.extras]
-test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
+test = ["enum34", "ipaddress", "mock", "pywin32", "unittest2", "wmi"]
 
 [[package]]
 name = "ptyprocess"
@@ -1420,7 +1426,7 @@ coverage = ">=4.4"
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests (==2.0.2)", "six", "pytest-xdist", "virtualenv"]
+testing = ["fields", "hunter", "process-tests (==2.0.2)", "pytest-xdist", "six", "virtualenv"]
 
 [[package]]
 name = "pytest-mock"
@@ -1434,7 +1440,7 @@ python-versions = ">=3.6"
 pytest = ">=5.0"
 
 [package.extras]
-dev = ["pre-commit", "tox", "pytest-asyncio"]
+dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "python-dateutil"
@@ -1466,14 +1472,14 @@ torchmetrics = ">=0.2.0"
 tqdm = ">=4.41.0"
 
 [package.extras]
-all = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>=5.2)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "scikit-learn (>=0.22.2)", "scikit-image (>=0.17.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "nltk (<3.6)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-cpu = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>=5.2)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "scikit-learn (>=0.22.2)", "scikit-image (>=0.17.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "nltk (<3.6)", "pandas", "torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-cpu-extra = ["matplotlib (>3.1)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)"]
-dev = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)", "neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)", "coverage (>=5.2)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "scikit-learn (>=0.22.2)", "scikit-image (>=0.17.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "nltk (<3.6)", "pandas"]
-examples = ["torchvision (>=0.5)", "gym (>=0.17.0)", "ipython"]
-extra = ["matplotlib (>3.1)", "horovod (>=0.21.2)", "omegaconf (>=2.0.1)", "torchtext (>=0.5)", "onnxruntime (>=1.3.0)", "hydra-core (>=1.0)"]
-loggers = ["neptune-client (>=0.4.109)", "comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)"]
-test = ["coverage (>=5.2)", "codecov (>=2.1)", "pytest (>=6.0)", "flake8 (>=3.6)", "check-manifest", "twine (==3.2)", "scikit-learn (>=0.22.2)", "scikit-image (>=0.17.2)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "pre-commit (>=1.0)", "cloudpickle (>=1.3)", "nltk (<3.6)", "pandas"]
+all = ["check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=5.2)", "flake8 (>=3.6)", "gym (>=0.17.0)", "horovod (>=0.21.2)", "hydra-core (>=1.0)", "ipython[all]", "isort (>=5.6.4)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (>=0.720,<0.800)", "neptune-client (>=0.4.109)", "nltk (<3.6)", "omegaconf (>=2.0.1)", "onnxruntime (>=1.3.0)", "pandas", "pre-commit (>=1.0)", "pytest (>=6.0)", "scikit-image (>=0.17.2)", "scikit-learn (>=0.22.2)", "test-tube (>=0.7.5)", "torchtext (>=0.5)", "torchvision (>=0.5)", "twine (==3.2)", "wandb (>=0.8.21)"]
+cpu = ["check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=5.2)", "flake8 (>=3.6)", "gym (>=0.17.0)", "hydra-core (>=1.0)", "ipython[all]", "isort (>=5.6.4)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (>=0.720,<0.800)", "neptune-client (>=0.4.109)", "nltk (<3.6)", "omegaconf (>=2.0.1)", "onnxruntime (>=1.3.0)", "pandas", "pre-commit (>=1.0)", "pytest (>=6.0)", "scikit-image (>=0.17.2)", "scikit-learn (>=0.22.2)", "test-tube (>=0.7.5)", "torchtext (>=0.5)", "torchvision (>=0.5)", "twine (==3.2)", "wandb (>=0.8.21)"]
+cpu-extra = ["hydra-core (>=1.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.1)", "onnxruntime (>=1.3.0)", "torchtext (>=0.5)"]
+dev = ["check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "comet-ml (>=3.1.12)", "coverage (>=5.2)", "flake8 (>=3.6)", "horovod (>=0.21.2)", "hydra-core (>=1.0)", "isort (>=5.6.4)", "matplotlib (>3.1)", "mlflow (>=1.0.0)", "mypy (>=0.720,<0.800)", "neptune-client (>=0.4.109)", "nltk (<3.6)", "omegaconf (>=2.0.1)", "onnxruntime (>=1.3.0)", "pandas", "pre-commit (>=1.0)", "pytest (>=6.0)", "scikit-image (>=0.17.2)", "scikit-learn (>=0.22.2)", "test-tube (>=0.7.5)", "torchtext (>=0.5)", "twine (==3.2)", "wandb (>=0.8.21)"]
+examples = ["gym (>=0.17.0)", "ipython[all]", "torchvision (>=0.5)"]
+extra = ["horovod (>=0.21.2)", "hydra-core (>=1.0)", "matplotlib (>3.1)", "omegaconf (>=2.0.1)", "onnxruntime (>=1.3.0)", "torchtext (>=0.5)"]
+loggers = ["comet-ml (>=3.1.12)", "mlflow (>=1.0.0)", "neptune-client (>=0.4.109)", "test-tube (>=0.7.5)", "wandb (>=0.8.21)"]
+test = ["check-manifest", "cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>=5.2)", "flake8 (>=3.6)", "isort (>=5.6.4)", "mypy (>=0.720,<0.800)", "nltk (<3.6)", "pandas", "pre-commit (>=1.0)", "pytest (>=6.0)", "scikit-image (>=0.17.2)", "scikit-learn (>=0.22.2)", "twine (==3.2)"]
 
 [[package]]
 name = "pytorch-lightning-bolts"
@@ -1488,10 +1494,10 @@ pytorch-lightning = ">=0.10.0"
 torch = ">=1.6"
 
 [package.extras]
-test = ["atari-py (==0.2.6)", "twine (==1.13.0)", "check-manifest", "flake8-black", "flake8 (>=3.6)", "pytest-flake8", "pytest-cov", "pytest (>=5.0)", "codecov (>=2.1)", "coverage (>=5.0)"]
-models = ["gym (>=0.17.2)", "opencv-python", "pillow", "scikit-learn (>=0.23)", "torchvision (>=0.7)"]
-extra = ["gym (>=0.17.2)", "opencv-python", "pillow", "scikit-learn (>=0.23)", "torchvision (>=0.7)"]
-dev = ["atari-py (==0.2.6)", "twine (==1.13.0)", "check-manifest", "flake8-black", "flake8 (>=3.6)", "pytest-flake8", "pytest-cov", "pytest (>=5.0)", "codecov (>=2.1)", "coverage (>=5.0)", "gym (>=0.17.2)", "opencv-python", "pillow", "scikit-learn (>=0.23)", "torchvision (>=0.7)"]
+dev = ["Pillow", "atari-py (==0.2.6)", "check-manifest", "codecov (>=2.1)", "coverage (>=5.0)", "flake8 (>=3.6)", "flake8-black", "gym (>=0.17.2)", "opencv-python", "pytest (>=5.0)", "pytest-cov", "pytest-flake8", "scikit-learn (>=0.23)", "torchvision (>=0.7)", "twine (==1.13.0)"]
+extra = ["Pillow", "gym (>=0.17.2)", "opencv-python", "scikit-learn (>=0.23)", "torchvision (>=0.7)"]
+models = ["Pillow", "gym (>=0.17.2)", "opencv-python", "scikit-learn (>=0.23)", "torchvision (>=0.7)"]
+test = ["atari-py (==0.2.6)", "check-manifest", "codecov (>=2.1)", "coverage (>=5.0)", "flake8 (>=3.6)", "flake8-black", "pytest (>=5.0)", "pytest-cov", "pytest-flake8", "twine (==1.13.0)"]
 
 [[package]]
 name = "pytz"
@@ -1590,7 +1596,7 @@ idna = ">=2.5,<3"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
+security = ["cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 
 [[package]]
@@ -1623,7 +1629,7 @@ scipy = ">=0.13"
 six = ">=1.3"
 
 [package.extras]
-docs = ["sphinx (!=1.3.1)", "numpydoc"]
+docs = ["numpydoc", "sphinx (!=1.3.1)"]
 tests = ["pytest (<4)", "pytest-cov"]
 
 [[package]]
@@ -1668,6 +1674,7 @@ Click = ">=6.0"
 dparse = ">=0.5.1"
 packaging = "*"
 requests = "*"
+setuptools = "*"
 
 [[package]]
 name = "scalene"
@@ -1719,9 +1726,21 @@ optional = false
 python-versions = "*"
 
 [package.extras]
+nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
+objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
-objc = ["pyobjc-framework-cocoa"]
-nativelib = ["pywin32", "pyobjc-framework-cocoa"]
+
+[[package]]
+name = "setuptools"
+version = "59.6.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=8.2)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-inline-tabs", "sphinxcontrib-towncrier"]
+testing = ["flake8-2020", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "paver", "pip (>=19.1)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-flake8", "pytest-mypy", "pytest-virtualenv (>=1.2.7)", "pytest-xdist", "sphinx", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
 name = "six"
@@ -1783,7 +1802,7 @@ scipy = ">=1.1"
 [package.extras]
 build = ["cython (>=0.29)"]
 develop = ["cython (>=0.29)"]
-docs = ["sphinx", "nbconvert", "jupyter-client", "ipykernel", "matplotlib", "nbformat", "numpydoc", "pandas-datareader"]
+docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "numpydoc", "pandas-datareader", "sphinx"]
 
 [[package]]
 name = "stevedore"
@@ -1814,9 +1833,11 @@ markdown = ">=2.6.8"
 numpy = ">=1.12.0"
 protobuf = ">=3.6.0"
 requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
 six = ">=1.10.0"
 tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=0.11.15"
+wheel = {version = ">=0.26", markers = "python_version >= \"3\""}
 
 [[package]]
 name = "tensorboard-plugin-wit"
@@ -1938,7 +1959,7 @@ ipython-genutils = "*"
 six = "*"
 
 [package.extras]
-test = ["pytest", "mock"]
+test = ["mock", "pytest"]
 
 [[package]]
 name = "typed-ast"
@@ -1966,7 +1987,7 @@ 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"]
+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]]
@@ -1994,8 +2015,19 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
+dev = ["coverage", "pallets-sphinx-themes", "pytest", "pytest-timeout", "sphinx", "sphinx-issues", "tox"]
 watchdog = ["watchdog"]
-dev = ["sphinx-issues", "pallets-sphinx-themes", "sphinx", "tox", "coverage", "pytest-timeout", "pytest"]
+
+[[package]]
+name = "wheel"
+version = "0.36.2"
+description = "A built-package format for Python"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.extras]
+test = ["pytest (>=3.0.0)", "pytest-cov"]
 
 [[package]]
 name = "widgetsnbextension"
@@ -2030,8 +2062,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=8.2)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=4.6)", "pytest-checkdocs (>=1.2.3)", "pytest-flake8", "pytest-cov", "pytest-enabler", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy"]
+docs = ["jaraco.packaging (>=8.2)", "rst.linker (>=1.9)", "sphinx"]
+testing = ["func-timeout", "jaraco.itertools", "pytest (>=4.6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-enabler", "pytest-flake8", "pytest-mypy"]
 
 [metadata]
 lock-version = "1.1"
@@ -2151,8 +2183,8 @@ cachetools = [
     {file = "cachetools-4.2.2.tar.gz", hash = "sha256:61b5ed1e22a0924aed1d23b478f37e8d52549ff8a961de2909c69bf950020cff"},
 ]
 certifi = [
-    {file = "certifi-2020.12.5-py2.py3-none-any.whl", hash = "sha256:719a74fb9e33b9bd44cc7f3a8d94bc35e4049deebe19ba7d8e108280cfd59830"},
-    {file = "certifi-2020.12.5.tar.gz", hash = "sha256:1a4995114262bffbc2413b159f2a1a480c969de6e6eb13ee966d470af86af59c"},
+    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
+    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
 ]
 cffi = [
     {file = "cffi-1.14.5-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:bb89f306e5da99f4d922728ddcd6f7fcebb3241fc40edebcb7284d7514741991"},
@@ -2963,34 +2995,12 @@ py = [
     {file = "py-1.10.0.tar.gz", hash = "sha256:21b81bda15b66ef5e1a777a21c4dcd9c20ad3efd0b3f817e7a809035269e1bd3"},
 ]
 pyasn1 = [
-    {file = "pyasn1-0.4.8-py2.4.egg", hash = "sha256:fec3e9d8e36808a28efb59b489e4528c10ad0f480e57dcc32b4de5c9d8c9fdf3"},
-    {file = "pyasn1-0.4.8-py2.5.egg", hash = "sha256:0458773cfe65b153891ac249bcf1b5f8f320b7c2ce462151f8fa74de8934becf"},
-    {file = "pyasn1-0.4.8-py2.6.egg", hash = "sha256:5c9414dcfede6e441f7e8f81b43b34e834731003427e5b09e4e00e3172a10f00"},
-    {file = "pyasn1-0.4.8-py2.7.egg", hash = "sha256:6e7545f1a61025a4e58bb336952c5061697da694db1cae97b116e9c46abcf7c8"},
     {file = "pyasn1-0.4.8-py2.py3-none-any.whl", hash = "sha256:39c7e2ec30515947ff4e87fb6f456dfc6e84857d34be479c9d4a4ba4bf46aa5d"},
-    {file = "pyasn1-0.4.8-py3.1.egg", hash = "sha256:78fa6da68ed2727915c4767bb386ab32cdba863caa7dbe473eaae45f9959da86"},
-    {file = "pyasn1-0.4.8-py3.2.egg", hash = "sha256:08c3c53b75eaa48d71cf8c710312316392ed40899cb34710d092e96745a358b7"},
-    {file = "pyasn1-0.4.8-py3.3.egg", hash = "sha256:03840c999ba71680a131cfaee6fab142e1ed9bbd9c693e285cc6aca0d555e576"},
-    {file = "pyasn1-0.4.8-py3.4.egg", hash = "sha256:7ab8a544af125fb704feadb008c99a88805126fb525280b2270bb25cc1d78a12"},
-    {file = "pyasn1-0.4.8-py3.5.egg", hash = "sha256:e89bf84b5437b532b0803ba5c9a5e054d21fec423a89952a74f87fa2c9b7bce2"},
-    {file = "pyasn1-0.4.8-py3.6.egg", hash = "sha256:014c0e9976956a08139dc0712ae195324a75e142284d5f87f1a87ee1b068a359"},
-    {file = "pyasn1-0.4.8-py3.7.egg", hash = "sha256:99fcc3c8d804d1bc6d9a099921e39d827026409a58f2a720dcdb89374ea0c776"},
     {file = "pyasn1-0.4.8.tar.gz", hash = "sha256:aef77c9fb94a3ac588e87841208bdec464471d9871bd5050a287cc9a475cd0ba"},
 ]
 pyasn1-modules = [
     {file = "pyasn1-modules-0.2.8.tar.gz", hash = "sha256:905f84c712230b2c592c19470d3ca8d552de726050d1d1716282a1f6146be65e"},
-    {file = "pyasn1_modules-0.2.8-py2.4.egg", hash = "sha256:0fe1b68d1e486a1ed5473f1302bd991c1611d319bba158e98b106ff86e1d7199"},
-    {file = "pyasn1_modules-0.2.8-py2.5.egg", hash = "sha256:fe0644d9ab041506b62782e92b06b8c68cca799e1a9636ec398675459e031405"},
-    {file = "pyasn1_modules-0.2.8-py2.6.egg", hash = "sha256:a99324196732f53093a84c4369c996713eb8c89d360a496b599fb1a9c47fc3eb"},
-    {file = "pyasn1_modules-0.2.8-py2.7.egg", hash = "sha256:0845a5582f6a02bb3e1bde9ecfc4bfcae6ec3210dd270522fee602365430c3f8"},
     {file = "pyasn1_modules-0.2.8-py2.py3-none-any.whl", hash = "sha256:a50b808ffeb97cb3601dd25981f6b016cbb3d31fbf57a8b8a87428e6158d0c74"},
-    {file = "pyasn1_modules-0.2.8-py3.1.egg", hash = "sha256:f39edd8c4ecaa4556e989147ebf219227e2cd2e8a43c7e7fcb1f1c18c5fd6a3d"},
-    {file = "pyasn1_modules-0.2.8-py3.2.egg", hash = "sha256:b80486a6c77252ea3a3e9b1e360bc9cf28eaac41263d173c032581ad2f20fe45"},
-    {file = "pyasn1_modules-0.2.8-py3.3.egg", hash = "sha256:65cebbaffc913f4fe9e4808735c95ea22d7a7775646ab690518c056784bc21b4"},
-    {file = "pyasn1_modules-0.2.8-py3.4.egg", hash = "sha256:15b7c67fabc7fc240d87fb9aabf999cf82311a6d6fb2c70d00d3d0604878c811"},
-    {file = "pyasn1_modules-0.2.8-py3.5.egg", hash = "sha256:426edb7a5e8879f1ec54a1864f16b882c2837bfd06eee62f2c982315ee2473ed"},
-    {file = "pyasn1_modules-0.2.8-py3.6.egg", hash = "sha256:cbac4bc38d117f2a49aeedec4407d23e8866ea4ac27ff2cf7fb3e5b570df19e0"},
-    {file = "pyasn1_modules-0.2.8-py3.7.egg", hash = "sha256:c29a5e5cc7a3f05926aff34e097e84f8589cd790ce0ed41b67aed6857b26aafd"},
 ]
 pycodestyle = [
     {file = "pycodestyle-2.7.0-py2.py3-none-any.whl", hash = "sha256:514f76d918fcc0b55c6680472f0a37970994e07bbb80725808c17089be302068"},
@@ -3177,7 +3187,6 @@ requests = [
 requests-oauthlib = [
     {file = "requests-oauthlib-1.3.0.tar.gz", hash = "sha256:b4261601a71fd721a8bd6d7aa1cc1d6a8a93b4a9f5e96626f8e4d91e8beeaa6a"},
     {file = "requests_oauthlib-1.3.0-py2.py3-none-any.whl", hash = "sha256:7f71572defaecd16372f9006f33c2ec8c077c3cfa6f5911a9a90202beb513f3d"},
-    {file = "requests_oauthlib-1.3.0-py3.7.egg", hash = "sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc"},
 ]
 resampy = [
     {file = "resampy-0.2.2.tar.gz", hash = "sha256:62af020d8a6674d8117f62320ce9470437bb1d738a5d06cd55591b69b463929e"},
@@ -3242,6 +3251,10 @@ send2trash = [
     {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
     {file = "Send2Trash-1.8.0.tar.gz", hash = "sha256:d2c24762fd3759860a0aff155e45871447ea58d2be6bdd39b5c8f966a0c99c2d"},
 ]
+setuptools = [
+    {file = "setuptools-59.6.0-py3-none-any.whl", hash = "sha256:4ce92f1e1f8f01233ee9952c04f6b81d1e02939d6e1b488428154974a4d0783e"},
+    {file = "setuptools-59.6.0.tar.gz", hash = "sha256:22c7348c6d2976a52632c67f7ab0cdf40147db7789f9aed18734643fe9cf3373"},
+]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -3450,6 +3463,10 @@ werkzeug = [
     {file = "Werkzeug-1.0.1-py2.py3-none-any.whl", hash = "sha256:2de2a5db0baeae7b2d2664949077c2ac63fbd16d98da0ff71837f7d1dea3fd43"},
     {file = "Werkzeug-1.0.1.tar.gz", hash = "sha256:6c80b1e5ad3665290ea39320b91e1be1e0d5f60652b964a3070216de83d2e47c"},
 ]
+wheel = [
+    {file = "wheel-0.36.2-py2.py3-none-any.whl", hash = "sha256:78b5b185f0e5763c26ca1e324373aadd49182ca90e825f7853f4b2509215dc0e"},
+    {file = "wheel-0.36.2.tar.gz", hash = "sha256:e11eefd162658ea59a60a0f6c7d493a7190ea4b9a85e335b33489d9f17e0245e"},
+]
 widgetsnbextension = [
     {file = "widgetsnbextension-3.5.1-py2.py3-none-any.whl", hash = "sha256:bd314f8ceb488571a5ffea6cc5b9fc6cba0adaf88a9d2386b93a489751938bcd"},
     {file = "widgetsnbextension-3.5.1.tar.gz", hash = "sha256:079f87d87270bce047512400efd70238820751a11d2d8cb137a5a5bdbaf255c7"},