diff --git a/.github/workflows/unit_test_coverage.yml b/.github/workflows/unit_test_coverage.yml
index b4d88d38..45a81c0e 100644
--- a/.github/workflows/unit_test_coverage.yml
+++ b/.github/workflows/unit_test_coverage.yml
@@ -9,6 +9,26 @@ env:
   AWS_DEFAULT_REGION: us-west-2
 
 jobs:
+  unit_test_matrix:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ['3.8', '3.9']
+    steps:
+      - uses: actions/checkout@v2
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: |
+          ./devtool install_deps
+
+      - name: Test
+        run: |
+          ./devtool unit_tests
+
   test_coverage_python_310:
     runs-on: ubuntu-latest
     env:
diff --git a/devtool b/devtool
index 125dcf4a..aa243030 100755
--- a/devtool
+++ b/devtool
@@ -135,14 +135,20 @@ install_poetry_version() {
     poetry config installer.max-workers 2
 }
 
+unit_tests(){
+  echo "Unit Tests"
+  echo "=================="
+   pytest --pspec test/unit
+}
+
 unit_test_with_coverage() {
      echo "Test with coverage"
      echo "=================="
      coverage run -m pytest -x --pspec test/unit
      coverage report -m --fail-under=100
- }
+}
 
- run_integ_tests() {
+run_integ_tests() {
    pytest test/integration/
  }
 
diff --git a/poetry.lock b/poetry.lock
index 09399c94..532ec914 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -8,7 +8,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "aiobotocore"
-version = "2.7.0"
+version = "2.8.0"
 description = "Async client for aws services using botocore and aiohttp"
 category = "main"
 optional = false
@@ -17,12 +17,12 @@ python-versions = ">=3.8"
 [package.dependencies]
 aiohttp = ">=3.7.4.post0,<4.0.0"
 aioitertools = ">=0.5.1,<1.0.0"
-botocore = ">=1.31.16,<1.31.65"
+botocore = ">=1.32.4,<1.33.2"
 wrapt = ">=1.10.10,<2.0.0"
 
 [package.extras]
-awscli = ["awscli (>=1.29.16,<1.29.65)"]
-boto3 = ["boto3 (>=1.28.16,<1.28.65)"]
+awscli = ["awscli (>=1.30.4,<1.31.2)"]
+boto3 = ["boto3 (>=1.29.4,<1.33.2)"]
 
 [[package]]
 name = "aiohttp"
@@ -51,6 +51,9 @@ category = "main"
 optional = false
 python-versions = ">=3.6"
 
+[package.dependencies]
+typing_extensions = {version = ">=4.0", markers = "python_version < \"3.10\""}
+
 [[package]]
 name = "aiosignal"
 version = "1.3.1"
@@ -119,6 +122,14 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "bert-score"
 version = "0.3.13"
@@ -152,6 +163,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -161,23 +173,23 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.28.64"
+version = "1.33.1"
 description = "The AWS SDK for Python"
 category = "main"
 optional = false
 python-versions = ">= 3.7"
 
 [package.dependencies]
-botocore = ">=1.31.64,<1.32.0"
+botocore = ">=1.33.1,<1.34.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.7.0,<0.8.0"
+s3transfer = ">=0.8.0,<0.9.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.64"
+version = "1.33.1"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = false
@@ -186,10 +198,13 @@ python-versions = ">= 3.7"
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""}
+urllib3 = [
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
+    {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""},
+]
 
 [package.extras]
-crt = ["awscrt (==0.16.26)"]
+crt = ["awscrt (==0.19.17)"]
 
 [[package]]
 name = "certifi"
@@ -269,7 +284,7 @@ test = ["pytest"]
 
 [[package]]
 name = "commitizen"
-version = "3.12.0"
+version = "3.13.0"
 description = "Python commitizen client tool"
 category = "dev"
 optional = false
@@ -298,21 +313,39 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "contourpy"
-version = "1.2.0"
+version = "1.1.0"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.20,<2.0"
+numpy = ">=1.16"
+
+[package.extras]
+bokeh = ["bokeh", "selenium"]
+docs = ["furo", "sphinx-copybutton"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.2.0)", "types-Pillow"]
+test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
+
+[[package]]
+name = "contourpy"
+version = "1.1.1"
+description = "Python library for calculating contours of 2D quadrilateral grids"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+numpy = {version = ">=1.16,<2.0", markers = "python_version <= \"3.11\""}
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
 docs = ["furo", "sphinx (>=7.2)", "sphinx-copybutton"]
-mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.6.1)", "types-Pillow"]
+mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.4.1)", "types-Pillow"]
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
-test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
+test-no-images = ["pytest", "pytest-cov", "wurlitzer"]
 
 [[package]]
 name = "conventional-pre-commit"
@@ -350,7 +383,7 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "datasets"
-version = "2.15.0"
+version = "2.14.4"
 description = "HuggingFace community-driven open-source library of datasets"
 category = "main"
 optional = false
@@ -359,14 +392,13 @@ python-versions = ">=3.8.0"
 [package.dependencies]
 aiohttp = "*"
 dill = ">=0.3.0,<0.3.8"
-fsspec = {version = ">=2023.1.0,<=2023.10.0", extras = ["http"]}
-huggingface-hub = ">=0.18.0"
+fsspec = {version = ">=2021.11.1", extras = ["http"]}
+huggingface-hub = ">=0.14.0,<1.0.0"
 multiprocess = "*"
 numpy = ">=1.17"
 packaging = "*"
 pandas = "*"
 pyarrow = ">=8.0.0"
-pyarrow-hotfix = "*"
 pyyaml = ">=5.1"
 requests = ">=2.19.0"
 tqdm = ">=4.62.1"
@@ -376,15 +408,15 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0,<2.44.0)"]
 audio = ["librosa", "soundfile (>=0.12.1)"]
 benchmarks = ["tensorflow (==2.12.0)", "torch (==2.0.1)", "transformers (==4.30.1)"]
-dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=23.1,<24.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "ruff (>=0.0.241)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "typing-extensions (>=4.6.1)", "zstandard"]
+dev = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "black (>=23.1,<24.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "ruff (>=0.0.241)", "s3fs", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "zstandard"]
 docs = ["s3fs", "tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos", "torch", "transformers"]
-jax = ["jax (>=0.3.14)", "jaxlib (>=0.3.14)"]
+jax = ["jax (>=0.2.8,!=0.3.2,<=0.3.25)", "jaxlib (>=0.1.65,<=0.3.25)"]
 metrics-tests = ["Werkzeug (>=1.0.1)", "accelerate", "bert-score (>=0.3.6)", "jiwer", "langdetect", "mauve-text", "nltk", "requests-file (>=1.5.1)", "rouge-score", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "spacy (>=3.0.0)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "typer (<0.5.0)"]
 quality = ["black (>=23.1,<24.0)", "pyyaml (>=5.3.1)", "ruff (>=0.0.241)"]
 s3 = ["s3fs"]
 tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)", "tensorflow-macos"]
 tensorflow_gpu = ["tensorflow-gpu (>=2.2.0,!=2.6.0,!=2.6.1)"]
-tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "jax (>=0.3.14)", "jaxlib (>=0.3.14)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "typing-extensions (>=4.6.1)", "zstandard"]
+tests = ["Pillow (>=6.2.1)", "absl-py", "apache-beam (>=2.26.0,<2.44.0)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "joblib (<1.3.0)", "joblibspark", "librosa", "lz4", "py7zr", "pyspark (>=3.4)", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "s3fs (>=2021.11.1)", "soundfile (>=0.12.1)", "sqlalchemy (<2.0.0)", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "tiktoken", "torch", "transformers", "zstandard"]
 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
@@ -481,7 +513,7 @@ torch = ["torch"]
 name = "exceptiongroup"
 version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -537,20 +569,20 @@ termcolor = "*"
 
 [[package]]
 name = "flake8"
-version = "6.1.0"
+version = "5.0.4"
 description = "the modular source code checker: pep8 pyflakes and co"
 category = "dev"
 optional = false
-python-versions = ">=3.8.1"
+python-versions = ">=3.6.1"
 
 [package.dependencies]
 mccabe = ">=0.7.0,<0.8.0"
-pycodestyle = ">=2.11.0,<2.12.0"
-pyflakes = ">=3.1.0,<3.2.0"
+pycodestyle = ">=2.9.0,<2.10.0"
+pyflakes = ">=2.5.0,<2.6.0"
 
 [[package]]
 name = "fonttools"
-version = "4.45.1"
+version = "4.46.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -580,7 +612,7 @@ python-versions = ">=3.8"
 
 [[package]]
 name = "fsspec"
-version = "2023.10.0"
+version = "2023.12.0"
 description = "File-system specification"
 category = "main"
 optional = false
@@ -676,7 +708,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "6.8.0"
+version = "6.11.0"
 description = "Read metadata from Python packages"
 category = "main"
 optional = false
@@ -686,10 +718,25 @@ python-versions = ">=3.8"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
 testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
+[[package]]
+name = "importlib-resources"
+version = "6.1.1"
+description = "Read resources from Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff", "zipp (>=3.17)"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -730,36 +777,39 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.18.0"
+version = "8.12.3"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
 colorama = {version = "*", markers = "sys_platform == \"win32\""}
 decorator = "*"
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
 prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
 traitlets = ">=5"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["black", "curio", "docrepr", "exceptiongroup", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["docrepr", "exceptiongroup", "ipykernel", "matplotlib", "pickleshare", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio (<0.22)", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
+doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath"]
-test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.22)", "pandas", "pickleshare", "pytest (<7.1)", "pytest-asyncio (<0.22)", "testpath", "trio"]
+test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
+test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "jedi"
@@ -829,7 +879,9 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 attrs = ">=22.2.0"
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 jsonschema-specifications = ">=2023.03.6"
+pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
 referencing = ">=0.28.4"
 rpds-py = ">=0.7.1"
 
@@ -839,13 +891,14 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.11.1"
+version = "2023.11.2"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 
 [package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 referencing = ">=0.31.0"
 
 [[package]]
@@ -857,6 +910,7 @@ optional = false
 python-versions = ">=3.8"
 
 [package.dependencies]
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
@@ -914,6 +968,9 @@ category = "main"
 optional = false
 python-versions = ">=3.8"
 
+[package.dependencies]
+importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
+
 [package.extras]
 docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
 testing = ["coverage", "pyyaml"]
@@ -928,20 +985,21 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.8.2"
+version = "3.7.4"
 description = "Python plotting package"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.dependencies]
 contourpy = ">=1.0.1"
 cycler = ">=0.10"
 fonttools = ">=4.22.0"
-kiwisolver = ">=1.3.1"
-numpy = ">=1.21,<2"
+importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
+kiwisolver = ">=1.0.1"
+numpy = ">=1.20,<2"
 packaging = ">=20.0"
-pillow = ">=8"
+pillow = ">=6.2.0"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
 
@@ -1079,18 +1137,18 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "networkx"
-version = "3.2.1"
+version = "3.1"
 description = "Python package for creating and manipulating graphs and networks"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.extras]
-default = ["matplotlib (>=3.5)", "numpy (>=1.22)", "pandas (>=1.4)", "scipy (>=1.9,!=1.11.0,!=1.11.1)"]
-developer = ["changelist (==0.4)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
-doc = ["nb2plots (>=0.7)", "nbconvert (<7.9)", "numpydoc (>=1.6)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.14)", "sphinx (>=7)", "sphinx-gallery (>=0.14)", "texext (>=0.6.7)"]
-extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.11)", "sympy (>=1.10)"]
-test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
+default = ["matplotlib (>=3.4)", "numpy (>=1.20)", "pandas (>=1.3)", "scipy (>=1.8)"]
+developer = ["mypy (>=1.1)", "pre-commit (>=3.2)"]
+doc = ["nb2plots (>=0.6)", "numpydoc (>=1.5)", "pillow (>=9.4)", "pydata-sphinx-theme (>=0.13)", "sphinx (>=6.1)", "sphinx-gallery (>=0.12)", "texext (>=0.6.7)"]
+extra = ["lxml (>=4.6)", "pydot (>=1.4.2)", "pygraphviz (>=1.10)", "sympy (>=1.10)"]
+test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
 name = "nltk"
@@ -1127,11 +1185,11 @@ setuptools = "*"
 
 [[package]]
 name = "numpy"
-version = "1.26.2"
+version = "1.24.4"
 description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [[package]]
 name = "nvidia-cublas-cu12"
@@ -1250,45 +1308,44 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pandas"
-version = "2.1.3"
+version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.22.4,<2", markers = "python_version < \"3.11\""},
-    {version = ">=1.23.2,<2", markers = "python_version == \"3.11\""},
-    {version = ">=1.26.0,<2", markers = "python_version >= \"3.12\""},
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.1"
 
 [package.extras]
-all = ["PyQt5 (>=5.15.6)", "SQLAlchemy (>=1.4.36)", "beautifulsoup4 (>=4.11.1)", "bottleneck (>=1.3.4)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=0.8.1)", "fsspec (>=2022.05.0)", "gcsfs (>=2022.05.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.8.0)", "matplotlib (>=3.6.1)", "numba (>=0.55.2)", "numexpr (>=2.8.0)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pandas-gbq (>=0.17.5)", "psycopg2 (>=2.9.3)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.5)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)", "pyxlsb (>=1.0.9)", "qtpy (>=2.2.0)", "s3fs (>=2022.05.0)", "scipy (>=1.8.1)", "tables (>=3.7.0)", "tabulate (>=0.8.10)", "xarray (>=2022.03.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)", "zstandard (>=0.17.0)"]
-aws = ["s3fs (>=2022.05.0)"]
-clipboard = ["PyQt5 (>=5.15.6)", "qtpy (>=2.2.0)"]
-compression = ["zstandard (>=0.17.0)"]
-computation = ["scipy (>=1.8.1)", "xarray (>=2022.03.0)"]
-consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
-excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.10)", "pyxlsb (>=1.0.9)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.3)"]
+all = ["PyQt5 (>=5.15.1)", "SQLAlchemy (>=1.4.16)", "beautifulsoup4 (>=4.9.3)", "bottleneck (>=1.3.2)", "brotlipy (>=0.7.0)", "fastparquet (>=0.6.3)", "fsspec (>=2021.07.0)", "gcsfs (>=2021.07.0)", "html5lib (>=1.1)", "hypothesis (>=6.34.2)", "jinja2 (>=3.0.0)", "lxml (>=4.6.3)", "matplotlib (>=3.6.1)", "numba (>=0.53.1)", "numexpr (>=2.7.3)", "odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pandas-gbq (>=0.15.0)", "psycopg2 (>=2.8.6)", "pyarrow (>=7.0.0)", "pymysql (>=1.0.2)", "pyreadstat (>=1.1.2)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)", "python-snappy (>=0.6.0)", "pyxlsb (>=1.0.8)", "qtpy (>=2.2.0)", "s3fs (>=2021.08.0)", "scipy (>=1.7.1)", "tables (>=3.6.1)", "tabulate (>=0.8.9)", "xarray (>=0.21.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)", "zstandard (>=0.15.2)"]
+aws = ["s3fs (>=2021.08.0)"]
+clipboard = ["PyQt5 (>=5.15.1)", "qtpy (>=2.2.0)"]
+compression = ["brotlipy (>=0.7.0)", "python-snappy (>=0.6.0)", "zstandard (>=0.15.2)"]
+computation = ["scipy (>=1.7.1)", "xarray (>=0.21.0)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.0.7)", "pyxlsb (>=1.0.8)", "xlrd (>=2.0.1)", "xlsxwriter (>=1.4.3)"]
 feather = ["pyarrow (>=7.0.0)"]
-fss = ["fsspec (>=2022.05.0)"]
-gcp = ["gcsfs (>=2022.05.0)", "pandas-gbq (>=0.17.5)"]
-hdf5 = ["tables (>=3.7.0)"]
-html = ["beautifulsoup4 (>=4.11.1)", "html5lib (>=1.1)", "lxml (>=4.8.0)"]
-mysql = ["SQLAlchemy (>=1.4.36)", "pymysql (>=1.0.2)"]
-output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.8.10)"]
+fss = ["fsspec (>=2021.07.0)"]
+gcp = ["gcsfs (>=2021.07.0)", "pandas-gbq (>=0.15.0)"]
+hdf5 = ["tables (>=3.6.1)"]
+html = ["beautifulsoup4 (>=4.9.3)", "html5lib (>=1.1)", "lxml (>=4.6.3)"]
+mysql = ["SQLAlchemy (>=1.4.16)", "pymysql (>=1.0.2)"]
+output_formatting = ["jinja2 (>=3.0.0)", "tabulate (>=0.8.9)"]
 parquet = ["pyarrow (>=7.0.0)"]
-performance = ["bottleneck (>=1.3.4)", "numba (>=0.55.2)", "numexpr (>=2.8.0)"]
+performance = ["bottleneck (>=1.3.2)", "numba (>=0.53.1)", "numexpr (>=2.7.1)"]
 plot = ["matplotlib (>=3.6.1)"]
-postgresql = ["SQLAlchemy (>=1.4.36)", "psycopg2 (>=2.9.3)"]
-spss = ["pyreadstat (>=1.1.5)"]
-sql-other = ["SQLAlchemy (>=1.4.36)"]
-test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
-xml = ["lxml (>=4.8.0)"]
+postgresql = ["SQLAlchemy (>=1.4.16)", "psycopg2 (>=2.8.6)"]
+spss = ["pyreadstat (>=1.1.2)"]
+sql-other = ["SQLAlchemy (>=1.4.16)"]
+test = ["hypothesis (>=6.34.2)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.6.3)"]
 
 [[package]]
 name = "parso"
@@ -1335,6 +1392,14 @@ python-versions = "*"
 [package.dependencies]
 ptyprocess = ">=0.5"
 
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "main"
+optional = false
+python-versions = "*"
+
 [[package]]
 name = "Pillow"
 version = "10.1.0"
@@ -1347,13 +1412,21 @@ python-versions = ">=3.8"
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-inline-tabs", "sphinx-removed-in", "sphinxext-opengraph"]
 tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
 
+[[package]]
+name = "pkgutil_resolve_name"
+version = "1.3.10"
+description = "Resolve a name to an object."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
 [[package]]
 name = "platformdirs"
-version = "4.0.0"
+version = "4.1.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
@@ -1465,21 +1538,13 @@ python-versions = ">=3.8"
 [package.dependencies]
 numpy = ">=1.16.6"
 
-[[package]]
-name = "pyarrow-hotfix"
-version = "0.6"
-description = ""
-category = "main"
-optional = false
-python-versions = ">=3.5"
-
 [[package]]
 name = "pycodestyle"
-version = "2.11.1"
+version = "2.9.1"
 description = "Python style guide checker"
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pycparser"
@@ -1491,11 +1556,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pyflakes"
-version = "3.1.0"
+version = "2.5.0"
 description = "passive checker of Python programs"
 category = "dev"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.6"
 
 [[package]]
 name = "pyfunctional"
@@ -1649,7 +1714,10 @@ filelock = "*"
 frozenlist = "*"
 jsonschema = "*"
 msgpack = ">=1.0.0,<2.0.0"
-numpy = {version = ">=1.19.3", markers = "python_version >= \"3.9\""}
+numpy = [
+    {version = ">=1.16", markers = "python_version < \"3.9\""},
+    {version = ">=1.19.3", markers = "python_version >= \"3.9\""},
+]
 packaging = "*"
 protobuf = ">=3.15.3,<3.19.5 || >3.19.5"
 pyyaml = "*"
@@ -1671,7 +1739,7 @@ tune = ["fsspec", "pandas", "pyarrow (>=6.0.1)", "requests", "tensorboardX (>=1.
 
 [[package]]
 name = "referencing"
-version = "0.31.0"
+version = "0.31.1"
 description = "JSON Referencing + Python"
 category = "main"
 optional = false
@@ -1738,7 +1806,7 @@ six = ">=1.14.0"
 
 [[package]]
 name = "rpds-py"
-version = "0.13.1"
+version = "0.13.2"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 category = "main"
 optional = false
@@ -1746,38 +1814,38 @@ python-versions = ">=3.8"
 
 [[package]]
 name = "s3fs"
-version = "2023.10.0"
+version = "2023.12.0"
 description = "Convenient Filesystem interface over S3"
 category = "main"
 optional = false
 python-versions = ">= 3.8"
 
 [package.dependencies]
-aiobotocore = ">=2.7.0,<2.8.0"
+aiobotocore = ">=2.5.4,<3.0.0"
 aiohttp = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1"
-fsspec = "2023.10.0"
+fsspec = "2023.12.0"
 
 [package.extras]
-awscli = ["aiobotocore[awscli] (>=2.7.0,<2.8.0)"]
-boto3 = ["aiobotocore[boto3] (>=2.7.0,<2.8.0)"]
+awscli = ["aiobotocore[awscli] (>=2.5.4,<3.0.0)"]
+boto3 = ["aiobotocore[boto3] (>=2.5.4,<3.0.0)"]
 
 [[package]]
 name = "s3transfer"
-version = "0.7.0"
+version = "0.8.0"
 description = "An Amazon S3 Transfer Manager"
 category = "main"
 optional = false
 python-versions = ">= 3.7"
 
 [package.dependencies]
-botocore = ">=1.12.36,<2.0a.0"
+botocore = ">=1.32.7,<2.0a.0"
 
 [package.extras]
-crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+crt = ["botocore[crt] (>=1.32.7,<2.0a.0)"]
 
 [[package]]
 name = "sagemaker"
-version = "2.197.0"
+version = "2.198.0"
 description = "Open source library for training and deploying models on Amazon SageMaker."
 category = "main"
 optional = false
@@ -1785,7 +1853,7 @@ python-versions = ">= 3.8"
 
 [package.dependencies]
 attrs = ">=23.1.0,<24"
-boto3 = ">=1.26.131,<2.0"
+boto3 = ">=1.29.6,<2.0"
 cloudpickle = "2.2.1"
 google-pasta = "*"
 importlib-metadata = ">=1.4.0,<7.0"
@@ -1841,19 +1909,19 @@ tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (
 
 [[package]]
 name = "scipy"
-version = "1.11.4"
+version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.21.6,<1.28.0"
+numpy = ">=1.18.5,<1.26.0"
 
 [package.extras]
-dev = ["click", "cython-lint (>=0.12.2)", "doit (>=0.36.0)", "mypy", "pycodestyle", "pydevtool", "rich-click", "ruff", "types-psutil", "typing_extensions"]
-doc = ["jupytext", "matplotlib (>2)", "myst-nb", "numpydoc", "pooch", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
-test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "semantic-version"
@@ -1952,11 +2020,11 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "termcolor"
-version = "2.3.0"
+version = "2.4.0"
 description = "ANSI color formatting for output in terminal"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.extras]
 tests = ["pytest", "pytest-cov"]
@@ -2048,7 +2116,7 @@ opt-einsum = ["opt-einsum (>=3.3)"]
 
 [[package]]
 name = "tornado"
-version = "6.3.3"
+version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "main"
 optional = false
@@ -2191,7 +2259,7 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.24.7"
+version = "20.25.0"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
@@ -2256,8 +2324,8 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 
 [metadata]
 lock-version = "1.1"
-python-versions = "^3.10"
-content-hash = "45e0fda0f848731d7e3eaf804e3e047a3f916f3085cafec097867d05326be532"
+python-versions = "^3.8"
+content-hash = "2222a63c1ba56357d3240bf0dfe8c0c169025a03b0bfb8dda1e4d1b33ed8af95"
 
 [metadata.files]
 absl-py = [
@@ -2265,8 +2333,8 @@ absl-py = [
     {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"},
 ]
 aiobotocore = [
-    {file = "aiobotocore-2.7.0-py3-none-any.whl", hash = "sha256:aec605df77ce4635a0479b50fd849aa6b640900f7b295021ecca192e1140e551"},
-    {file = "aiobotocore-2.7.0.tar.gz", hash = "sha256:506591374cc0aee1bdf0ebe290560424a24af176dfe2ea7057fe1df97c4f0467"},
+    {file = "aiobotocore-2.8.0-py3-none-any.whl", hash = "sha256:32e632fea387acd45416c2bbc03828ee2c2a66a7dc4bd3a9bcb808dea249c469"},
+    {file = "aiobotocore-2.8.0.tar.gz", hash = "sha256:f160497cef21cfffc1a8d4219eeb27bb7b243389c2d021a812b9c0e3fb8e2bd1"},
 ]
 aiohttp = [
     {file = "aiohttp-3.9.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:e1f80197f8b0b846a8d5cf7b7ec6084493950d0882cc5537fb7b96a69e3c8590"},
@@ -2374,6 +2442,10 @@ attrs = [
     {file = "attrs-23.1.0-py3-none-any.whl", hash = "sha256:1f28b4522cdc2fb4256ac1a020c78acf9cba2c6b461ccd2c126f3aa8e8335d04"},
     {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
+backcall = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
 bert-score = [
     {file = "bert_score-0.3.13-py3-none-any.whl", hash = "sha256:bbbb4c7fcdaa46d7681aff49f37f96faa09ed74e1b150e659bdc6b58a66989b9"},
     {file = "bert_score-0.3.13.tar.gz", hash = "sha256:8ffe5838eac8cdd988b8b1a896af7f49071188c8c011a1ed160d71a9899a2ba4"},
@@ -2403,12 +2475,12 @@ black = [
     {file = "black-23.7.0.tar.gz", hash = "sha256:022a582720b0d9480ed82576c920a8c1dde97cc38ff11d8d8859b3bd6ca9eedb"},
 ]
 boto3 = [
-    {file = "boto3-1.28.64-py3-none-any.whl", hash = "sha256:a99150a30c038c73e89662836820a8cce914afab5ea377942a37c484b85f4438"},
-    {file = "boto3-1.28.64.tar.gz", hash = "sha256:a5cf93b202568e9d378afdc84be55a6dedf11d30156289fe829e23e6d7dccabb"},
+    {file = "boto3-1.33.1-py3-none-any.whl", hash = "sha256:fa5aa92d16763cb906fb4a83d6eba887342202a980bea07862af5ba40827aa5a"},
+    {file = "boto3-1.33.1.tar.gz", hash = "sha256:1fe5fa75ff0f0c29a6f55e818d149d33571731e692a7b785ded7a28ac832cae8"},
 ]
 botocore = [
-    {file = "botocore-1.31.64-py3-none-any.whl", hash = "sha256:7b709310343a5b430ec9025b2e17c0bac6b16c05f1ac1d9521dece3f10c71bac"},
-    {file = "botocore-1.31.64.tar.gz", hash = "sha256:d8eb4b724ac437343359b318d73de0cfae0fecb24095827e56135b0ad6b44caf"},
+    {file = "botocore-1.33.1-py3-none-any.whl", hash = "sha256:c744b90980786c610dd9ad9c50cf2cdde3f1c4634b954a33613f6f8a1865a1de"},
+    {file = "botocore-1.33.1.tar.gz", hash = "sha256:d22d29916905e5f0670b91f07688e92b2c4a2075f9a474d6edbe7d22040d8fbf"},
 ]
 certifi = [
     {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
@@ -2581,58 +2653,109 @@ comm = [
     {file = "comm-0.2.0.tar.gz", hash = "sha256:a517ea2ca28931c7007a7a99c562a0fa5883cfb48963140cf642c41c948498be"},
 ]
 commitizen = [
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+    {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4db5b30849606a95dcf519763dd3ab6fe9bd91df49eba517359e450a7d80ce2e"},
+    {file = "scipy-1.9.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c68db6b290cbd4049012990d7fe71a2abd9ffbe82c0056ebe0f01df8be5436b0"},
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@@ -4437,8 +4575,8 @@ tblib = [
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 ]
 termcolor = [
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+    {file = "termcolor-2.4.0.tar.gz", hash = "sha256:aab9e56047c8ac41ed798fa36d892a37aca6b3e9159f3e0c24bc64a9b3ac7b7a"},
 ]
 testbook = [
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@@ -4513,17 +4651,17 @@ torch = [
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 ]
 tornado = [
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-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1bd19ca6c16882e4d37368e0152f99c099bad93e0950ce55e71daed74045908f"},
-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7ac51f42808cca9b3613f51ffe2a965c8525cb1b00b7b2d56828b8045354f76a"},
-    {file = "tornado-6.3.3-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:71a8db65160a3c55d61839b7302a9a400074c9c753040455494e2af74e2501f2"},
-    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:ceb917a50cd35882b57600709dd5421a418c29ddc852da8bcdab1f0db33406b0"},
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-    {file = "tornado-6.3.3-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:9dc4444c0defcd3929d5c1eb5706cbe1b116e762ff3e0deca8b715d14bf6ec17"},
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-    {file = "tornado-6.3.3-cp38-abi3-win_amd64.whl", hash = "sha256:22d3c2fa10b5793da13c807e6fc38ff49a4f6e1e3868b0a6f4164768bb8e20f5"},
-    {file = "tornado-6.3.3.tar.gz", hash = "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"},
+    {file = "tornado-6.4-cp38-abi3-macosx_10_9_universal2.whl", hash = "sha256:02ccefc7d8211e5a7f9e8bc3f9e5b0ad6262ba2fbb683a6443ecc804e5224ce0"},
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+    {file = "tornado-6.4-cp38-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f7894c581ecdcf91666a0912f18ce5e757213999e183ebfc2c3fdbf4d5bd764e"},
+    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:e43bc2e5370a6a8e413e1e1cd0c91bedc5bd62a74a532371042a18ef19e10579"},
+    {file = "tornado-6.4-cp38-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0251554cdd50b4b44362f73ad5ba7126fc5b2c2895cc62b14a1c2d7ea32f212"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:fd03192e287fbd0899dd8f81c6fb9cbbc69194d2074b38f384cb6fa72b80e9c2"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_i686.whl", hash = "sha256:88b84956273fbd73420e6d4b8d5ccbe913c65d31351b4c004ae362eba06e1f78"},
+    {file = "tornado-6.4-cp38-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:71ddfc23a0e03ef2df1c1397d859868d158c8276a0603b96cf86892bff58149f"},
+    {file = "tornado-6.4-cp38-abi3-win32.whl", hash = "sha256:6f8a6c77900f5ae93d8b4ae1196472d0ccc2775cc1dfdc9e7727889145c45052"},
+    {file = "tornado-6.4-cp38-abi3-win_amd64.whl", hash = "sha256:10aeaa8006333433da48dec9fe417877f8bcc21f48dda8d661ae79da357b2a63"},
+    {file = "tornado-6.4.tar.gz", hash = "sha256:72291fa6e6bc84e626589f1c29d90a5a6d593ef5ae68052ee2ef000dfd273dee"},
 ]
 tqdm = [
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@@ -4560,8 +4698,8 @@ urllib3 = [
     {file = "urllib3-1.26.18.tar.gz", hash = "sha256:f8ecc1bba5667413457c529ab955bf8c67b45db799d159066261719e328580a0"},
 ]
 virtualenv = [
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-    {file = "virtualenv-20.24.7.tar.gz", hash = "sha256:69050ffb42419c91f6c1284a7b24e0475d793447e35929b488bf6a0aade39353"},
+    {file = "virtualenv-20.25.0-py3-none-any.whl", hash = "sha256:4238949c5ffe6876362d9c0180fc6c3a824a7b12b80604eeb8085f2ed7460de3"},
+    {file = "virtualenv-20.25.0.tar.gz", hash = "sha256:bf51c0d9c7dd63ea8e44086fa1e4fb1093a31e963b86959257378aef020e1f1b"},
 ]
 wcwidth = [
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diff --git a/pyproject.toml b/pyproject.toml
index 0609eb47..137e418e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -2,7 +2,7 @@
 name = "fmeval"
 version = "0.2.0"
 description = "Amazon Foundation Model Evaluations"
-license = "Proprietary"
+license = "Apache License 2.0"
 authors = ["Amazon FMEval Team <amazon-fmeval-team@amazon.com>"]
 packages = [
     { include = "fmeval", from = "src" },
@@ -13,20 +13,22 @@ classifiers=[
     "Intended Audience :: Developers",
     "Natural Language :: English",
     "Programming Language :: Python",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
     "Programming Language :: Python :: 3.10",
 ]
 
 
 [tool.poetry.dependencies]
-python = "^3.10"
+python = "^3.8"
 urllib3 = "1.26.18"
 semantic-version = "2.10.0"
 ray = "2.7.0"
-s3fs = ">=2023.4.0"
+s3fs = ">=2023.12.0"
 pyarrow = "*"
 pyfunctional = "1.4.3"
 torch = ">=2.0.0, !=2.0.1, !=2.1.0"
-matplotlib = "^3.8.0"
+matplotlib = "^3.7.4"
 pandas = "*"
 nltk = "^3.8.1"
 markdown = "*"
@@ -38,7 +40,7 @@ scikit-learn = "^1.3.1"
 jiwer = "^3.0.3"
 detoxify = "^0.5.1"
 transformers = "4.22.1"
-sagemaker = "^2.197.0"
+sagemaker = "^2.198.0"
 testbook = "^0.4.2"
 ipykernel = "^6.26.0"