diff --git a/poetry.lock b/poetry.lock
index 4cb0d73..5787599 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,3 +1,14 @@
+[[package]]
+name = "aiosignal"
+version = "1.2.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+frozenlist = ">=1.1.0"
+
 [[package]]
 name = "appdirs"
 version = "1.4.4"
@@ -89,6 +100,19 @@ category = "main"
 optional = false
 python-versions = "*"
 
+[[package]]
+name = "bayesian-optimization"
+version = "1.2.0"
+description = "Bayesian Optimization package"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+numpy = ">=1.9.0"
+scikit-learn = ">=0.18.0"
+scipy = ">=0.14.0"
+
 [[package]]
 name = "beautifulsoup4"
 version = "4.11.1"
@@ -133,11 +157,11 @@ beautifulsoup4 = "*"
 
 [[package]]
 name = "certifi"
-version = "2021.10.8"
+version = "2022.5.18.1"
 description = "Python package for providing Mozilla's CA Bundle."
 category = "main"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 
 [[package]]
 name = "cffi"
@@ -161,6 +185,17 @@ python-versions = ">=3.5.0"
 [package.extras]
 unicode_backport = ["unicodedata2"]
 
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "colorama"
 version = "0.4.4"
@@ -228,6 +263,14 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
+[[package]]
+name = "distlib"
+version = "0.3.4"
+description = "Distribution utilities"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "entrypoints"
 version = "0.4"
@@ -263,6 +306,18 @@ python-versions = "*"
 [package.extras]
 devel = ["colorama", "jsonschema", "json-spec", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
 
+[[package]]
+name = "filelock"
+version = "3.7.1"
+description = "A platform independent file lock."
+category = "main"
+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)"]
+
 [[package]]
 name = "fonttools"
 version = "4.33.3"
@@ -285,6 +340,28 @@ ufo = ["fs (>=2.2.0,<3)"]
 unicode = ["unicodedata2 (>=14.0.0)"]
 woff = ["zopfli (>=0.1.4)", "brotlicffi (>=0.8.0)", "brotli (>=1.0.1)"]
 
+[[package]]
+name = "frozenlist"
+version = "1.3.0"
+description = "A list-like structure which implements collections.abc.MutableSequence"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "grpcio"
+version = "1.43.0"
+description = "HTTP/2-based RPC framework"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+six = ">=1.5.2"
+
+[package.extras]
+protobuf = ["grpcio-tools (>=1.43.0)"]
+
 [[package]]
 name = "h11"
 version = "0.13.0"
@@ -303,7 +380,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.11.3"
+version = "4.11.4"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
@@ -357,7 +434,7 @@ test = ["pytest (>=6.0)", "pytest-cov", "flaky", "ipyparallel", "pre-commit", "p
 
 [[package]]
 name = "ipython"
-version = "8.3.0"
+version = "8.4.0"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
@@ -447,6 +524,14 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "joblib"
+version = "1.1.0"
+description = "Lightweight pipelining with Python functions"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "jsonschema"
 version = "4.5.1"
@@ -560,7 +645,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "lxml"
-version = "4.8.0"
+version = "4.9.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 category = "main"
 optional = false
@@ -620,7 +705,7 @@ python-versions = "*"
 
 [[package]]
 name = "mplfinance"
-version = "0.12.9b0"
+version = "0.12.9b1"
 description = "Utilities for the visualization, and visual analysis, of financial data"
 category = "main"
 optional = false
@@ -630,9 +715,17 @@ python-versions = "*"
 matplotlib = "*"
 pandas = "*"
 
+[[package]]
+name = "msgpack"
+version = "1.0.3"
+description = "MessagePack (de)serializer."
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "nbclient"
-version = "0.6.3"
+version = "0.6.4"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "main"
 optional = false
@@ -642,7 +735,7 @@ python-versions = ">=3.7.0"
 jupyter-client = ">=6.1.5"
 nbformat = ">=5.0"
 nest-asyncio = "*"
-traitlets = ">=5.0.0"
+traitlets = ">=5.2.2"
 
 [package.extras]
 sphinx = ["autodoc-traits", "mock", "moto", "myst-parser", "Sphinx (>=1.7)", "sphinx-book-theme"]
@@ -738,7 +831,7 @@ test = ["pytest", "coverage", "requests", "testpath", "nbval", "selenium", "pyte
 
 [[package]]
 name = "numpy"
-version = "1.22.3"
+version = "1.22.4"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -836,7 +929,7 @@ python-versions = "*"
 
 [[package]]
 name = "pillow"
-version = "9.1.0"
+version = "9.1.1"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -846,6 +939,18 @@ python-versions = ">=3.7"
 docs = ["olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinx-rtd-theme (>=1.0)", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "platformdirs"
+version = "2.5.2"
+description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
+test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+
 [[package]]
 name = "plotly"
 version = "5.8.0"
@@ -879,16 +984,24 @@ python-versions = ">=3.6.2"
 [package.dependencies]
 wcwidth = "*"
 
+[[package]]
+name = "protobuf"
+version = "3.20.1"
+description = "Protocol Buffers"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
 [[package]]
 name = "psutil"
-version = "5.9.0"
+version = "5.9.1"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "main"
 optional = false
-python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [package.extras]
-test = ["ipaddress", "mock", "unittest2", "enum34", "pywin32", "wmi"]
+test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"]
 
 [[package]]
 name = "ptyprocess"
@@ -1047,9 +1160,17 @@ category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[[package]]
+name = "pyyaml"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "pyzmq"
-version = "22.3.0"
+version = "23.0.0"
 description = "Python bindings for 0MQ"
 category = "main"
 optional = false
@@ -1095,6 +1216,46 @@ packaging = "*"
 [package.extras]
 test = ["pytest (>=6,!=7.0.0,!=7.0.1)", "pytest-cov (>=3.0.0)", "pytest-qt"]
 
+[[package]]
+name = "ray"
+version = "1.12.1"
+description = "Ray provides a simple, universal API for building distributed applications."
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+aiosignal = "*"
+attrs = "*"
+click = ">=7.0"
+filelock = "*"
+frozenlist = "*"
+grpcio = ">=1.28.1,<=1.43.0"
+jsonschema = "*"
+msgpack = ">=1.0.0,<2.0.0"
+numpy = [
+    {version = ">=1.16", markers = "python_version < \"3.9\""},
+    {version = ">=1.19.3", markers = "python_version >= \"3.9\""},
+]
+pandas = {version = "*", optional = true, markers = "extra == \"tune\""}
+protobuf = ">=3.15.3"
+pyyaml = "*"
+requests = "*"
+tabulate = {version = "*", optional = true, markers = "extra == \"tune\""}
+tensorboardX = {version = ">=1.9", optional = true, markers = "extra == \"tune\""}
+virtualenv = "*"
+
+[package.extras]
+all = ["tabulate", "gpustat (>=1.0.0b1)", "aiohttp-cors", "ray-cpp (==1.12.1)", "fastapi", "pyyaml", "aiorwlock", "smart-open", "prometheus-client (>=0.7.1,<0.14.0)", "kubernetes", "tensorboardX (>=1.9)", "lz4", "py-spy (>=0.2.0)", "pyarrow (>=4.0.1,<7.0.0)", "gym (<0.22)", "numpy (>=1.19)", "opentelemetry-sdk (==1.1.0)", "opentelemetry-api (==1.1.0)", "fsspec", "pandas", "scipy", "aiohttp (>=3.7)", "opentelemetry-exporter-otlp (==1.1.0)", "starlette", "uvicorn (==0.16.0)", "urllib3", "dm-tree", "scikit-image", "matplotlib (!=3.4.3)", "colorful", "requests", "opencensus"]
+cpp = ["ray-cpp (==1.12.1)"]
+data = ["pandas", "pyarrow (>=4.0.1,<7.0.0)", "fsspec", "numpy (>=1.19)"]
+default = ["aiohttp (>=3.7)", "aiohttp-cors", "colorful", "py-spy (>=0.2.0)", "requests", "gpustat (>=1.0.0b1)", "opencensus", "prometheus-client (>=0.7.1,<0.14.0)", "smart-open"]
+k8s = ["kubernetes", "urllib3"]
+observability = ["opentelemetry-api (==1.1.0)", "opentelemetry-sdk (==1.1.0)", "opentelemetry-exporter-otlp (==1.1.0)"]
+rllib = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests", "dm-tree", "gym (<0.22)", "lz4", "matplotlib (!=3.4.3)", "scikit-image", "pyyaml", "scipy"]
+serve = ["gpustat (>=1.0.0b1)", "aiohttp (>=3.7)", "aiohttp-cors", "starlette", "uvicorn (==0.16.0)", "aiorwlock", "py-spy (>=0.2.0)", "smart-open", "colorful", "requests", "prometheus-client (>=0.7.1,<0.14.0)", "opencensus", "fastapi"]
+tune = ["pandas", "tabulate", "tensorboardX (>=1.9)", "requests"]
+
 [[package]]
 name = "requests"
 version = "2.27.1"
@@ -1130,9 +1291,29 @@ pyquery = "*"
 requests = "*"
 w3lib = "*"
 
+[[package]]
+name = "scikit-learn"
+version = "1.1.1"
+description = "A set of python modules for machine learning and data mining"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+joblib = ">=1.0.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
+threadpoolctl = ">=2.0.0"
+
+[package.extras]
+benchmark = ["matplotlib (>=3.1.2)", "pandas (>=1.0.5)", "memory-profiler (>=0.57.0)"]
+docs = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.2.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "seaborn (>=0.9.0)"]
+tests = ["matplotlib (>=3.1.2)", "scikit-image (>=0.14.5)", "pandas (>=1.0.5)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "black (>=22.3.0)", "mypy (>=0.770)", "pyamg (>=4.0.0)", "numpydoc (>=1.2.0)"]
+
 [[package]]
 name = "scipy"
-version = "1.8.0"
+version = "1.8.1"
 description = "SciPy: Scientific Library for Python"
 category = "main"
 optional = false
@@ -1143,7 +1324,7 @@ numpy = ">=1.17.3,<1.25.0"
 
 [[package]]
 name = "selenium"
-version = "4.1.5"
+version = "4.2.0"
 description = ""
 category = "main"
 optional = false
@@ -1231,6 +1412,17 @@ pure-eval = "*"
 [package.extras]
 tests = ["pytest", "typeguard", "pygments", "littleutils", "cython"]
 
+[[package]]
+name = "tabulate"
+version = "0.8.9"
+description = "Pretty-print tabular data"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "tenacity"
 version = "8.0.1"
@@ -1242,9 +1434,22 @@ python-versions = ">=3.6"
 [package.extras]
 doc = ["reno", "sphinx", "tornado (>=4.5)"]
 
+[[package]]
+name = "tensorboardx"
+version = "2.5"
+description = "TensorBoardX lets you watch Tensors Flow without Tensorflow"
+category = "main"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+numpy = "*"
+protobuf = ">=3.8.0"
+six = "*"
+
 [[package]]
 name = "terminado"
-version = "0.13.3"
+version = "0.15.0"
 description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
 category = "main"
 optional = false
@@ -1253,10 +1458,18 @@ python-versions = ">=3.7"
 [package.dependencies]
 ptyprocess = {version = "*", markers = "os_name != \"nt\""}
 pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=4"
+tornado = ">=6.1.0"
 
 [package.extras]
-test = ["pytest"]
+test = ["pre-commit", "pytest-timeout", "pytest (>=6.0)"]
+
+[[package]]
+name = "threadpoolctl"
+version = "3.1.0"
+description = "threadpoolctl"
+category = "main"
+optional = false
+python-versions = ">=3.6"
 
 [[package]]
 name = "tinycss2"
@@ -1308,14 +1521,14 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.2.0"
-description = "Traitlets Python configuration system"
+version = "5.2.2.post1"
+description = ""
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-test = ["pytest", "pre-commit"]
+test = ["pre-commit", "pytest"]
 
 [[package]]
 name = "trio"
@@ -1367,6 +1580,24 @@ brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "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)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.14.1"
+description = "Virtual Python Environment builder"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+
+[package.dependencies]
+distlib = ">=0.3.1,<1"
+filelock = ">=3.2,<4"
+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)"]
+testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)"]
+
 [[package]]
 name = "w3lib"
 version = "1.22.0"
@@ -1439,9 +1670,13 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.11"
-content-hash = "ddc5a8a8407c67b8c2fa98499060ba1c16c2453e6a1a96f5ca152ea781c3163c"
+content-hash = "7a4b19448dc920057a2efc68154601224ee5dc8107e1d99b9d167b027336ac4c"
 
 [metadata.files]
+aiosignal = [
+    {file = "aiosignal-1.2.0-py3-none-any.whl", hash = "sha256:26e62109036cd181df6e6ad646f91f0dcfd05fe16d0cb924138ff2ab75d64e3a"},
+    {file = "aiosignal-1.2.0.tar.gz", hash = "sha256:78ed67db6c7b7ced4f98e495e572106d5c432a93e1ddd1bf475e1dc05f5b7df2"},
+]
 appdirs = [
     {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"},
     {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"},
@@ -1493,6 +1728,9 @@ backcall = [
     {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
     {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
 ]
+bayesian-optimization = [
+    {file = "bayesian-optimization-1.2.0.tar.gz", hash = "sha256:c2fd3af4b6cc24ee1c145295b2a900ffb9b455cad924e8185a8d5784712bc935"},
+]
 beautifulsoup4 = [
     {file = "beautifulsoup4-4.11.1-py3-none-any.whl", hash = "sha256:58d5c3d29f5a36ffeb94f02f0d786cd53014cf9b3b3951d42e0080d8a9498d30"},
     {file = "beautifulsoup4-4.11.1.tar.gz", hash = "sha256:ad9aa55b65ef2808eb405f46cf74df7fcb7044d5cbc26487f96eb2ef2e436693"},
@@ -1505,8 +1743,8 @@ bs4 = [
     {file = "bs4-0.0.1.tar.gz", hash = "sha256:36ecea1fd7cc5c0c6e4a1ff075df26d50da647b75376626cc186e2212886dd3a"},
 ]
 certifi = [
-    {file = "certifi-2021.10.8-py2.py3-none-any.whl", hash = "sha256:d62a0163eb4c2344ac042ab2bdf75399a71a2d8c7d47eac2e2ee91b9d6339569"},
-    {file = "certifi-2021.10.8.tar.gz", hash = "sha256:78884e7c1d4b00ce3cea67b44566851c4343c120abd683433ce934a68ea58872"},
+    {file = "certifi-2022.5.18.1-py3-none-any.whl", hash = "sha256:f1d53542ee8cbedbe2118b5686372fb33c297fcd6379b050cca0ef13a597382a"},
+    {file = "certifi-2022.5.18.1.tar.gz", hash = "sha256:9c5705e395cd70084351dd8ad5c41e65655e08ce46f2ec9cf6c2c08390f71eb7"},
 ]
 cffi = [
     {file = "cffi-1.15.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:c2502a1a03b6312837279c8c1bd3ebedf6c12c4228ddbad40912d671ccc8a962"},
@@ -1564,6 +1802,10 @@ charset-normalizer = [
     {file = "charset-normalizer-2.0.12.tar.gz", hash = "sha256:2857e29ff0d34db842cd7ca3230549d1a697f96ee6d3fb071cfa6c7393832597"},
     {file = "charset_normalizer-2.0.12-py3-none-any.whl", hash = "sha256:6881edbebdb17b39b4eaaa821b438bf6eddffb4468cf344f09f89def34a8b1df"},
 ]
+click = [
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+    {file = "scipy-1.8.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:f3e7a8867f307e3359cc0ed2c63b61a1e33a19080f92fe377bc7d49f646f2ec1"},
+    {file = "scipy-1.8.1-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:2ef0fbc8bcf102c1998c1f16f15befe7cffba90895d6e84861cd6c6a33fb54f6"},
+    {file = "scipy-1.8.1-cp39-cp39-macosx_12_0_universal2.macosx_10_9_x86_64.whl", hash = "sha256:83606129247e7610b58d0e1e93d2c5133959e9cf93555d3c27e536892f1ba1f2"},
+    {file = "scipy-1.8.1-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:93d07494a8900d55492401917a119948ed330b8c3f1d700e0b904a578f10ead4"},
+    {file = "scipy-1.8.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d3b3c8924252caaffc54d4a99f1360aeec001e61267595561089f8b5900821bb"},
+    {file = "scipy-1.8.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:70de2f11bf64ca9921fda018864c78af7147025e467ce9f4a11bc877266900a6"},
+    {file = "scipy-1.8.1-cp39-cp39-win32.whl", hash = "sha256:1166514aa3bbf04cb5941027c6e294a000bba0cf00f5cdac6c77f2dad479b434"},
+    {file = "scipy-1.8.1-cp39-cp39-win_amd64.whl", hash = "sha256:9dd4012ac599a1e7eb63c114d1eee1bcfc6dc75a29b589ff0ad0bb3d9412034f"},
+    {file = "scipy-1.8.1.tar.gz", hash = "sha256:9e3fb1b0e896f14a85aa9a28d5f755daaeeb54c897b746df7a55ccb02b340f33"},
 ]
 selenium = [
-    {file = "selenium-4.1.5-py3-none-any.whl", hash = "sha256:866b6dd6c459210662bff922ee7c33162d21920fbf6811e8e5a52be3866a687f"},
+    {file = "selenium-4.2.0-py3-none-any.whl", hash = "sha256:ba5b2633f43cf6fe9d308fa4a6996e00a101ab9cb1aad6fd91ae1f3dbe57f56f"},
 ]
 send2trash = [
     {file = "Send2Trash-1.8.0-py3-none-any.whl", hash = "sha256:f20eaadfdb517eaca5ce077640cb261c7d2698385a6a0f072a4a5447fd49fa08"},
@@ -2313,13 +2823,25 @@ stack-data = [
     {file = "stack_data-0.2.0-py3-none-any.whl", hash = "sha256:999762f9c3132308789affa03e9271bbbe947bf78311851f4d485d8402ed858e"},
     {file = "stack_data-0.2.0.tar.gz", hash = "sha256:45692d41bd633a9503a5195552df22b583caf16f0b27c4e58c98d88c8b648e12"},
 ]
+tabulate = [
+    {file = "tabulate-0.8.9-py3-none-any.whl", hash = "sha256:d7c013fe7abbc5e491394e10fa845f8f32fe54f8dc60c6622c6cf482d25d47e4"},
+    {file = "tabulate-0.8.9.tar.gz", hash = "sha256:eb1d13f25760052e8931f2ef80aaf6045a6cceb47514db8beab24cded16f13a7"},
+]
 tenacity = [
     {file = "tenacity-8.0.1-py3-none-any.whl", hash = "sha256:f78f4ea81b0fabc06728c11dc2a8c01277bfc5181b321a4770471902e3eb844a"},
     {file = "tenacity-8.0.1.tar.gz", hash = "sha256:43242a20e3e73291a28bcbcacfd6e000b02d3857a9a9fff56b297a27afdc932f"},
 ]
+tensorboardx = [
+    {file = "tensorboardX-2.5-py2.py3-none-any.whl", hash = "sha256:b1d8903f8106e2f4484640a293f9680f9757d5f7d2e699e0672bb2382d988e07"},
+    {file = "tensorboardX-2.5.tar.gz", hash = "sha256:5238ac5eac4a26d8f8381d7f54a2fcd530a134db841af9a9a6427beca93c6776"},
+]
 terminado = [
-    {file = "terminado-0.13.3-py3-none-any.whl", hash = "sha256:874d4ea3183536c1782d13c7c91342ef0cf4e5ee1d53633029cbc972c8760bd8"},
-    {file = "terminado-0.13.3.tar.gz", hash = "sha256:94d1cfab63525993f7d5c9b469a50a18d0cdf39435b59785715539dd41e36c0d"},
+    {file = "terminado-0.15.0-py3-none-any.whl", hash = "sha256:0d5f126fbfdb5887b25ae7d9d07b0d716b1cc0ccaacc71c1f3c14d228e065197"},
+    {file = "terminado-0.15.0.tar.gz", hash = "sha256:ab4eeedccfcc1e6134bfee86106af90852c69d602884ea3a1e8ca6d4486e9bfe"},
+]
+threadpoolctl = [
+    {file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
+    {file = "threadpoolctl-3.1.0.tar.gz", hash = "sha256:a335baacfaa4400ae1f0d8e3a58d6674d2f8828e3716bb2802c44955ad391380"},
 ]
 tinycss2 = [
     {file = "tinycss2-1.1.1-py3-none-any.whl", hash = "sha256:fe794ceaadfe3cf3e686b22155d0da5780dd0e273471a51846d0a02bc204fec8"},
@@ -2377,8 +2899,8 @@ tqdm = [
     {file = "tqdm-4.64.0.tar.gz", hash = "sha256:40be55d30e200777a307a7585aee69e4eabb46b4ec6a4b4a5f2d9f11e7d5408d"},
 ]
 traitlets = [
-    {file = "traitlets-5.2.0-py3-none-any.whl", hash = "sha256:9dd4025123fbe018a2092b2ad6984792f53ea3362c698f37473258b1fa97b0bc"},
-    {file = "traitlets-5.2.0.tar.gz", hash = "sha256:60474f39bf1d39a11e0233090b99af3acee93bbc2281777e61dd8c87da8a0014"},
+    {file = "traitlets-5.2.2.post1-py3-none-any.whl", hash = "sha256:1530d04badddc6a73d50b7ee34667d4b96914da352109117b4280cb56523a51b"},
+    {file = "traitlets-5.2.2.post1.tar.gz", hash = "sha256:74803a1baa59af70f023671d86d5c7a834c931186df26d50d362ee6a1ff021fd"},
 ]
 trio = [
     {file = "trio-0.20.0-py3-none-any.whl", hash = "sha256:fb2d48e4eab0dfb786a472cd514aaadc71e3445b203bc300bad93daa75d77c1a"},
@@ -2392,6 +2914,10 @@ urllib3 = [
     {file = "urllib3-1.26.9-py2.py3-none-any.whl", hash = "sha256:44ece4d53fb1706f667c9bd1c648f5469a2ec925fcf3a776667042d645472c14"},
     {file = "urllib3-1.26.9.tar.gz", hash = "sha256:aabaf16477806a5e1dd19aa41f8c2b7950dd3c746362d7e3223dbe6de6ac448e"},
 ]
+virtualenv = [
+    {file = "virtualenv-20.14.1-py2.py3-none-any.whl", hash = "sha256:e617f16e25b42eb4f6e74096b9c9e37713cf10bf30168fb4a739f3fa8f898a3a"},
+    {file = "virtualenv-20.14.1.tar.gz", hash = "sha256:ef589a79795589aada0c1c5b319486797c03b67ac3984c48c669c0e4f50df3a5"},
+]
 w3lib = [
     {file = "w3lib-1.22.0-py2.py3-none-any.whl", hash = "sha256:0161d55537063e00d95a241663ede3395c4c6d7b777972ba2fd58bbab2001e53"},
     {file = "w3lib-1.22.0.tar.gz", hash = "sha256:0ad6d0203157d61149fd45aaed2e24f53902989c32fc1dccc2e2bfba371560df"},
diff --git a/pyproject.toml b/pyproject.toml
index 023425f..dedaad0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,6 +22,9 @@ beautifulsoup4 = "^4.11.1"
 requests = "^2.27.1"
 selenium = "^4.1.5"
 jupyter = "^1.0.0"
+protobuf = "^3.19"
+ray = {extras = ["tune"], version = "^1.12.1"}
+bayesian-optimization = "^1.2.0"
 
 [tool.poetry.dev-dependencies]