diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
index 19b920eb..396a7cdc 100644
--- a/.github/workflows/dev.yml
+++ b/.github/workflows/dev.yml
@@ -20,7 +20,7 @@ jobs:
     # The type of runner that the job will run on
     strategy:
       matrix:
-        python-versions: ['3.7', '3.8', '3.9', '3.10', '3.11']
+        python-versions: ['3.8', '3.9', '3.10', '3.11']
         os: [ubuntu-20.04]
 #        os: [ubuntu-18.04, macos-latest, windows-latest]
     runs-on: ${{ matrix.os }}
diff --git a/poetry.lock b/poetry.lock
index b205340a..9e96819d 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
 
 [[package]]
 name = "aiobotocore"
@@ -131,12 +131,10 @@ files = [
 [package.dependencies]
 aiosignal = ">=1.1.2"
 async-timeout = ">=4.0.0a3,<5.0"
-asynctest = {version = "0.13.0", markers = "python_version < \"3.8\""}
 attrs = ">=17.3.0"
 charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 yarl = ">=1.0,<2.0"
 
 [package.extras]
@@ -181,9 +179,6 @@ files = [
     {file = "aiosqlite-0.19.0.tar.gz", hash = "sha256:95ee77b91c8d2808bd08a59fbebf66270e9090c3d92ffbf260dc0db0b979577d"},
 ]
 
-[package.dependencies]
-typing_extensions = {version = ">=4.0", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["aiounittest (==1.4.1)", "attribution (==1.6.2)", "black (==23.3.0)", "coverage[toml] (==7.2.3)", "flake8 (==5.0.4)", "flake8-bugbear (==23.3.12)", "flit (==3.7.1)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
 docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
@@ -228,7 +223,6 @@ files = [
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
@@ -294,7 +288,6 @@ files = [
 ]
 
 [package.dependencies]
-importlib-metadata = {version = ">=3.6.0", markers = "python_version < \"3.8\""}
 pytz = "*"
 six = ">=1.4.0"
 tzlocal = ">=2.0,<3.dev0 || >=4.dev0"
@@ -324,7 +317,6 @@ files = [
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
@@ -382,7 +374,6 @@ files = [
 
 [package.dependencies]
 python-dateutil = ">=2.7.0"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "async-timeout"
@@ -395,20 +386,6 @@ files = [
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = ">=3.6.5", markers = "python_version < \"3.8\""}
-
-[[package]]
-name = "asynctest"
-version = "0.13.0"
-description = "Enhance the standard unittest package with features for testing asyncio libraries"
-optional = false
-python-versions = ">=3.5"
-files = [
-    {file = "asynctest-0.13.0-py3-none-any.whl", hash = "sha256:5da6118a7e6d6b54d83a8f7197769d046922a44d2a99c21382f0a6e4fadae676"},
-    {file = "asynctest-0.13.0.tar.gz", hash = "sha256:c27862842d15d83e6a34eb0b2866c323880eb3a75e4485b079ea11748fd77fac"},
-]
-
 [[package]]
 name = "atomicwrites"
 version = "1.4.1"
@@ -430,9 +407,6 @@ files = [
     {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[tests]", "pre-commit"]
@@ -570,7 +544,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
@@ -648,17 +621,6 @@ dev = ["CacheControl[filecache,redis]", "black", "build", "cherrypy", "furo", "m
 filecache = ["filelock (>=3.8.0)"]
 redis = ["redis (>=2.10.5)"]
 
-[[package]]
-name = "cached-property"
-version = "1.5.2"
-description = "A decorator for caching properties in classes."
-optional = false
-python-versions = "*"
-files = [
-    {file = "cached-property-1.5.2.tar.gz", hash = "sha256:9fa5755838eecbb2d234c3aa390bd80fbd3ac6b6869109bfc1b499f7bd89a130"},
-    {file = "cached_property-1.5.2-py2.py3-none-any.whl", hash = "sha256:df4f613cf7ad9a588cc381aaf4a512d26265ecebd5eb9e1ba12f1319eb85a6a0"},
-]
-
 [[package]]
 name = "cachetools"
 version = "5.3.3"
@@ -900,7 +862,6 @@ files = [
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "colorama"
@@ -1135,24 +1096,10 @@ files = [
     {file = "cssutils-2.7.1.tar.gz", hash = "sha256:340ecfd9835d21df8f98500f0dfcea0aee41cb4e19ecbc2cf94f0a6d36d7cb6c"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["cssselect", "importlib-resources", "jaraco.test (>=5.1)", "lxml", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
-[[package]]
-name = "cycler"
-version = "0.11.0"
-description = "Composable style cycles"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "cycler-0.11.0-py3-none-any.whl", hash = "sha256:3a27e95f763a428a739d2add979fa7494c912a32c17c4c38c4d5f082cad165a3"},
-    {file = "cycler-0.11.0.tar.gz", hash = "sha256:9c87405839a19696e837b3b818fed3f5f69f16f1eec1a1ad77e043dcea9c772f"},
-]
-
 [[package]]
 name = "cycler"
 version = "0.12.1"
@@ -1344,7 +1291,6 @@ files = [
 ]
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 mccabe = ">=0.6.0,<0.7.0"
 pycodestyle = ">=2.7.0,<2.8.0"
 pyflakes = ">=2.3.0,<2.4.0"
@@ -1377,7 +1323,6 @@ files = [
 
 [package.dependencies]
 flake8 = ">=3.8"
-importlib-metadata = {version = ">=0.9", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "flaml"
@@ -1417,31 +1362,6 @@ test = ["catboost (>=0.26,<1.2)", "coverage (>=5.3)", "dataclasses", "datasets",
 ts-forecast = ["hcrystalball (==0.1.10)", "holidays (<0.14)", "prophet (>=1.0.1)", "statsmodels (>=0.12.2)"]
 vw = ["vowpalwabbit (>=8.10.0,<9.0.0)"]
 
-[[package]]
-name = "fonttools"
-version = "4.38.0"
-description = "Tools to manipulate font files"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "fonttools-4.38.0-py3-none-any.whl", hash = "sha256:820466f43c8be8c3009aef8b87e785014133508f0de64ec469e4efb643ae54fb"},
-    {file = "fonttools-4.38.0.zip", hash = "sha256:2bb244009f9bf3fa100fc3ead6aeb99febe5985fa20afbfbaa2f8946c2fbdaf1"},
-]
-
-[package.extras]
-all = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "fs (>=2.2.0,<3)", "lxml (>=4.0,<5)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres", "scipy", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=14.0.0)", "xattr", "zopfli (>=0.1.4)"]
-graphite = ["lz4 (>=1.7.4.2)"]
-interpolatable = ["munkres", "scipy"]
-lxml = ["lxml (>=4.0,<5)"]
-pathops = ["skia-pathops (>=0.5.0)"]
-plot = ["matplotlib"]
-repacker = ["uharfbuzz (>=0.23.0)"]
-symfont = ["sympy"]
-type1 = ["xattr"]
-ufo = ["fs (>=2.2.0,<3)"]
-unicode = ["unicodedata2 (>=14.0.0)"]
-woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
-
 [[package]]
 name = "fonttools"
 version = "4.49.0"
@@ -1518,9 +1438,6 @@ files = [
     {file = "fqdn-1.5.1.tar.gz", hash = "sha256:105ed3677e767fb5ca086a0c1f4bb66ebc3c100be518f0e0d755d9eae164d89f"},
 ]
 
-[package.dependencies]
-cached-property = {version = ">=1.3.0", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "frozenlist"
 version = "1.3.3"
@@ -1739,7 +1656,6 @@ files = [
 [package.dependencies]
 google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
-importlib-metadata = {version = ">1.0.0", markers = "python_version < \"3.8\""}
 
 [package.extras]
 grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
@@ -2021,7 +1937,6 @@ files = [
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
@@ -2295,7 +2210,6 @@ files = [
 attrs = ">=17.4.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
@@ -2303,7 +2217,6 @@ pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\
 pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -2684,9 +2597,6 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "lightgbm"
 version = "3.3.5"
@@ -2779,60 +2689,6 @@ files = [
     {file = "MarkupSafe-2.1.5.tar.gz", hash = "sha256:d283d37a890ba4c1ae73ffadf8046435c76e7bc2247bbb63c00bd1a709c6544b"},
 ]
 
-[[package]]
-name = "matplotlib"
-version = "3.5.3"
-description = "Python plotting package"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "matplotlib-3.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a206a1b762b39398efea838f528b3a6d60cdb26fe9d58b48265787e29cd1d693"},
-    {file = "matplotlib-3.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:cd45a6f3e93a780185f70f05cf2a383daed13c3489233faad83e81720f7ede24"},
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-    {file = "matplotlib-3.5.3-pp37-pypy37_pp73-win_amd64.whl", hash = "sha256:d2484b350bf3d32cae43f85dcfc89b3ed7bd2bcd781ef351f93eb6fb2cc483f9"},
-    {file = "matplotlib-3.5.3.tar.gz", hash = "sha256:339cac48b80ddbc8bfd05daae0a3a73414651a8596904c2a881cfd1edb65f26c"},
-]
-
-[package.dependencies]
-cycler = ">=0.10"
-fonttools = ">=4.22.0"
-kiwisolver = ">=1.0.1"
-numpy = ">=1.17"
-packaging = ">=20.0"
-pillow = ">=6.2.0"
-pyparsing = ">=2.2.1"
-python-dateutil = ">=2.7"
-
 [[package]]
 name = "matplotlib"
 version = "3.7.5"
@@ -3157,7 +3013,6 @@ files = [
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-sqlcipher = ["sqlcipher3-binary"]
-
 [[package]]
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@@ -5909,7 +5265,7 @@ files = [
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 [package.extras]
@@ -5937,36 +5293,6 @@ postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
 pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3_binary"]
 
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-
 [[package]]
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@@ -6068,10 +5394,7 @@ numpy = [
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 pandas = ">=0.25"
 patsy = ">=0.5.2"
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 [package.extras]
 build = ["cython (>=0.29.32)"]
@@ -6126,17 +5449,6 @@ tornado = ">=6.1.0"
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"]
 
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 [[package]]
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@@ -6222,7 +5534,6 @@ files = [
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 pluggy = ">=0.12.0"
 py = ">=1.4.17"
@@ -6292,56 +5603,6 @@ rfc3986 = ">=1.4.0"
 tqdm = ">=4.14"
 urllib3 = ">=1.26.0"
 
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-
 [[package]]
 name = "types-click"
 version = "7.1.8"
@@ -6411,21 +5672,6 @@ files = [
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-[[package]]
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-version = "0.9.0"
-description = "Runtime inspection utilities for typing module."
-optional = false
-python-versions = "*"
-files = [
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-typing-extensions = ">=3.7.4"
-
 [[package]]
 name = "tzdata"
 version = "2024.1"
@@ -6499,7 +5745,6 @@ files = [
 [package.dependencies]
 distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.8\""}
 platformdirs = ">=2.4,<4"
 
 [package.extras]
@@ -6863,7 +6108,6 @@ files = [
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-typing-extensions = {version = ">=3.7.4", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "ypy-websocket"
@@ -6901,5 +6145,5 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.7,<3.12"
-content-hash = "75bdb7a62d1897f86a22aff0aa57382f88d1aabb935cdd38ad03da6c59fcaf03"
+python-versions = ">=3.8,<3.12"
+content-hash = "028fcc2c777b26eb19fc7a05ad6b9bfffb1040c9eca1e2a493c434d1523acd9e"
diff --git a/pyproject.toml b/pyproject.toml
index e64eac84..8762d3db 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,7 +13,6 @@ classifiers=[
     'License :: OSI Approved :: Apache Software License',
     'Natural Language :: English',
     'Programming Language :: Python :: 3',
-    'Programming Language :: Python :: 3.7',
     'Programming Language :: Python :: 3.8',
     'Programming Language :: Python :: 3.9',
     'Programming Language :: Python :: 3.10',
@@ -29,45 +28,23 @@ nml = "nannyml.cli.cli:cli"
 nannyml = "nannyml.cli.cli:cli"
 
 [tool.poetry.dependencies]
-python = ">=3.7,<3.12"
+python = ">=3.8,<3.12"
 pandas = [
-    {version="^1.3", python=">=3.7.1,<3.8"},
     {version="^1.5", python=">=3.8,<3.12"}
 ]
 python-dateutil = "^2.8.2"
-scikit-learn = [
-    {version="^1.0.2", python=">=3.7,<3.8"},
-    {version="^1.2", python=">=3.8,<3.12"}
-]
+scikit-learn = "^1.2"
 joblib = "^1.1.0"
 category-encoders = "^2.3.0"
-matplotlib = [
-    {version="^3.5", python=">=3.7.1,<3.8"},
-    {version="^3.7", python=">=3.8,<3.12"}
-]
+matplotlib = "^3.7"
 plotly = "^5.6.0"
-scipy = [
-    {version="^1.7.3", python=">=3.7,<3.8"},
-    {version="^1.10", python=">=3.8,<3.12"}
-]
-numpy = [
-    {version="^1.21", python=">=3.7,<3.8"},
-    {version="^1.24,<1.25", python=">=3.8,<3.12"}
-]
-seaborn = [
-    {version="^0.11.2", python=">=3.7,<3.8"},
-    {version="^0.13.2", python=">=3.8,<3.12"}
-]
+scipy = "^1.10"
+numpy = "^1.24,<1.25"
+seaborn = "^0.13.2"
 kaleido = "0.2.1"
-pyarrow = [
-    {version="^12.0.0", python=">=3.7,<3.8"},
-    {version="^14.0.0", python=">=3.8,<3.12"}
-]
+pyarrow = "^14.0.0"
 gcsfs = "^2022.5.0"
-pydantic = [
-    {version="^1.8.2", python=">=3.7,<3.8"},
-    {version="^2.7.4", python=">=3.8,<3.12"},
-]
+pydantic = "^2.7.4"
 rich = "^12.5.1"
 click = "^8.1.3"
 PyYAML = "^6.0"
@@ -76,10 +53,7 @@ pyfiglet = "^0.8.post1"
 lightgbm = "^3.3.2"
 FLAML = "^1.0.11"
 s3fs = "^2022.8.2"
-sqlmodel = [
-    {version="^0.0.8", python=">=3.7,<3.8"},
-    {version="^0.0.19", python=">=3.8,<3.12"},
-]
+sqlmodel = "^0.0.19"
 APScheduler = "^3.9.1"
 psycopg2-binary = "^2.9.3"
 segment-analytics-python = "^2.3.2"
@@ -121,7 +95,7 @@ types-requests = "^2.31.0.3"
 [tool.black]
 line-length = 120
 skip-string-normalization = true
-target-version = ['py37', 'py38', 'py39']
+target-version = ['py38', 'py39']
 include = '\.pyi?$'
 exclude = '''
 /(
diff --git a/setup.cfg b/setup.cfg
index 1f1c9658..1dbb7944 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -19,7 +19,7 @@ exclude = .git,
     .github,
     # By default test codes will be linted.
     # tests
-min_python_version = 3.7.0
+min_python_version = 3.8.0
 
 [doc8]
 ignore-path = docs/_build/, nannyml/nannyml.egg-info/, .*/
@@ -49,7 +49,7 @@ exclude_lines =
 
 [tox:tox]
 isolated_build = true
-envlist = py37, py38, py39, py310, py311, format, lint, build
+envlist = py38, py39, py310, py311, format, lint, build
 
 [gh-actions]
 python =
@@ -57,7 +57,6 @@ python =
     3.10: py310
     3.9: py39
     3.8: py38, format, lint, build
-    3.7: py37
 
 [testenv]
 allowlist_externals = pytest