diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 4ed6a238..46c77a89 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,13 +12,13 @@ jobs:
     if: github.actor != 'dependabot[bot]' && github.actor != 'dependabot-preview[bot]'
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10"]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
 
     steps:
     - uses: actions/checkout@v3
 
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v4.3.0
       with:
         python-version: ${{ matrix.python-version }}
 
@@ -28,14 +28,14 @@ jobs:
         export PATH="$HOME/.poetry/env:$PATH"
 
     - name: Set up cache
-      uses: actions/cache@v3.0.1
+      uses: actions/cache@v3.0.11
       with:
         path: .venv
         key: venv-${{ matrix.python-version }}-${{ hashFiles('pyproject.toml') }}-${{ hashFiles('poetry.lock') }}
     - name: Install dependencies
       run: |
         poetry config virtualenvs.in-project true
-        poetry install
+        make install-ci
 
     - name: Run style checks
       run: |
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index d1717e4f..1149a698 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -5,7 +5,7 @@ default_stages: [commit, push]
 
 repos:
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.3.0
+    rev: v4.4.0
     hooks:
       - id: trailing-whitespace
       - id: check-yaml
diff --git a/Makefile b/Makefile
index 29c4c05d..d060e1bb 100644
--- a/Makefile
+++ b/Makefile
@@ -44,15 +44,16 @@ poetry-remove:
 .PHONY: add-torch-gpu
 add-torch-gpu:
 	poetry run poe upgrade-pip
+	poetry run pip uninstall torch -y
 	poetry run poe torch-cuda11
 
 .PHONY: install
 install:
-	poetry install --no-dev
+	poetry install
 
 .PHONY: install-dev
 install-dev:
-	poetry install --extras all
+	poetry install --all-extras --with lint,docs --sync
 #	-poetry run mypy --install-types --non-interactive ./
 	poetry run pre-commit install
 	poetry run pre-commit autoupdate
@@ -63,6 +64,10 @@ install-gpu: install add-torch-gpu
 .PHONY: install-dev-gpu
 install-dev-gpu: install-dev add-torch-gpu
 
+.PHONY: install-ci
+install-ci:
+	poetry install --with lint
+
 .PHONY: update-deps
 update-deps:
 	poetry lock && poetry export --without-hashes > requirements.txt
diff --git a/inseq/attr/feat/ops/basic_attention.py b/inseq/attr/feat/ops/basic_attention.py
index b775c072..959fe13d 100644
--- a/inseq/attr/feat/ops/basic_attention.py
+++ b/inseq/attr/feat/ops/basic_attention.py
@@ -21,7 +21,6 @@
 from captum._utils.typing import TargetType, TensorOrTupleOfTensorsGeneric
 from captum.attr._utils.attribution import Attribution
 from captum.log import log_usage
-from transformers.modeling_outputs import Seq2SeqLMOutput
 
 from ....utils.typing import MultiStepEmbeddingsTensor
 
@@ -91,7 +90,6 @@ def _merge_attention_heads(
         if option == "average":
             return attention.mean(1)
 
-        # TODO: test this, I feel like this method is not doing what we want here
         elif option == "max":
             return attention.max(1)
 
@@ -127,10 +125,6 @@ def _extract_forward_pass_args(
 
         return forward_pass_args
 
-    def _run_forward_pass(self, **forward_args: dict) -> Seq2SeqLMOutput:
-
-        pass
-
 
 class AggregatedAttention(AttentionAttribution):
     """
diff --git a/poetry.lock b/poetry.lock
index 0c248492..4ed0d8c9 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -20,11 +20,11 @@ speedups = ["Brotli", "aiodns", "cchardet"]
 
 [[package]]
 name = "aiosignal"
-version = "1.2.0"
+version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
 category = "main"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
@@ -37,23 +37,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "anyio"
-version = "3.6.2"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "dev"
-optional = false
-python-versions = ">=3.6.2"
-
-[package.dependencies]
-idna = ">=2.8"
-sniffio = ">=1.1"
-
-[package.extras]
-doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
-trio = ["trio (>=0.16,<0.22)"]
-
 [[package]]
 name = "appnope"
 version = "0.1.3"
@@ -62,40 +45,9 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-argon2-cffi-bindings = "*"
-
-[package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
-
-[[package]]
-name = "argon2-cffi-bindings"
-version = "21.2.0"
-description = "Low-level CFFI bindings for Argon2"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["cogapp", "pre-commit", "pytest", "wheel"]
-tests = ["pytest"]
-
 [[package]]
 name = "astroid"
-version = "2.12.12"
+version = "2.12.13"
 description = "An abstract syntax tree for Python with inference support."
 category = "dev"
 optional = false
@@ -104,11 +56,14 @@ python-versions = ">=3.7.2"
 [package.dependencies]
 lazy-object-proxy = ">=1.4.0"
 typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
-wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""}
+wrapt = [
+    {version = ">=1.11,<2", markers = "python_version < \"3.11\""},
+    {version = ">=1.14,<2", markers = "python_version >= \"3.11\""},
+]
 
 [[package]]
 name = "asttokens"
-version = "2.0.8"
+version = "2.1.0"
 description = "Annotate AST trees with source code positions"
 category = "main"
 optional = false
@@ -152,7 +107,7 @@ tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy
 
 [[package]]
 name = "Babel"
-version = "2.10.3"
+version = "2.11.0"
 description = "Internationalization utilities"
 category = "dev"
 optional = false
@@ -188,21 +143,6 @@ test = ["beautifulsoup4 (>=4.8.0)", "coverage (>=4.5.4)", "fixtures (>=3.0.0)",
 toml = ["toml"]
 yaml = ["PyYAML"]
 
-[[package]]
-name = "beautifulsoup4"
-version = "4.11.1"
-description = "Screen-scraping library"
-category = "dev"
-optional = false
-python-versions = ">=3.6.0"
-
-[package.dependencies]
-soupsieve = ">1.2"
-
-[package.extras]
-html5lib = ["html5lib"]
-lxml = ["lxml"]
-
 [[package]]
 name = "black"
 version = "22.10.0"
@@ -225,22 +165,6 @@ d = ["aiohttp (>=3.7.4)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
-[[package]]
-name = "bleach"
-version = "5.0.1"
-description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-six = ">=1.9.0"
-webencodings = "*"
-
-[package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
-dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
-
 [[package]]
 name = "captum"
 version = "0.5.0"
@@ -311,11 +235,11 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "commonmark"
@@ -330,7 +254,7 @@ test = ["flake8 (==3.7.8)", "hypothesis (==3.55.3)"]
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
@@ -341,7 +265,7 @@ numpy = ">=1.16"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
 test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
 test-minimal = ["pytest"]
 test-no-codebase = ["Pillow", "matplotlib", "pytest"]
@@ -364,7 +288,7 @@ python-versions = ">=3.6,<4.0"
 
 [[package]]
 name = "datasets"
-version = "2.6.1"
+version = "2.7.1"
 description = "HuggingFace community-driven open-source library of datasets"
 category = "main"
 optional = true
@@ -372,7 +296,7 @@ python-versions = ">=3.7.0"
 
 [package.dependencies]
 aiohttp = "*"
-dill = "<0.3.6"
+dill = "<0.3.7"
 fsspec = {version = ">=2021.11.1", extras = ["http"]}
 huggingface-hub = ">=0.2.0,<1.0.0"
 multiprocess = "*"
@@ -391,13 +315,13 @@ xxhash = "*"
 apache-beam = ["apache-beam (>=2.26.0)"]
 audio = ["librosa"]
 benchmarks = ["numpy (==1.18.5)", "tensorflow (==2.3.0)", "torch (==1.7.1)", "transformers (==3.0.2)"]
-dev = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "fsspec[s3]", "isort (>=5.0.0)", "jiwer", "langdetect", "librosa", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "nltk", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "sqlalchemy", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+dev = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "black (>=22.0,<23.0)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "flake8 (>=3.8.3)", "fsspec[s3]", "isort (>=5.0.0)", "jiwer", "langdetect", "librosa", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "nltk", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "pyyaml (>=5.3.1)", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "spacy (>=3.0.0)", "sqlalchemy", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "typer (<0.5.0)", "zstandard"]
 docs = ["s3fs"]
 quality = ["black (>=22.0,<23.0)", "flake8 (>=3.8.3)", "isort (>=5.0.0)", "pyyaml (>=5.3.1)"]
 s3 = ["boto3", "botocore", "fsspec", "s3fs"]
-tensorflow = ["tensorflow (>=2.2.0,!=2.6.0,!=2.6.1)"]
+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)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "fsspec[s3]", "jiwer", "langdetect", "librosa", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "nltk", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "sqlalchemy", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "zstandard"]
+tests = ["Pillow (>=6.2.1)", "Werkzeug (>=1.0.1)", "absl-py", "aiobotocore (>=2.0.1)", "apache-beam (>=2.26.0)", "bert-score (>=0.3.6)", "boto3 (>=1.19.8)", "botocore (>=1.22.8)", "elasticsearch (<8.0.0)", "faiss-cpu (>=1.6.4)", "fsspec[s3]", "jiwer", "langdetect", "librosa", "lz4", "mauve-text", "moto[s3,server] (==2.0.4)", "nltk", "py7zr", "pytest", "pytest-datadir", "pytest-xdist", "rarfile (>=4.0)", "requests-file (>=1.5.1)", "rouge-score", "s3fs (>=2021.11.1)", "sacrebleu", "sacremoses", "scikit-learn", "scipy", "sentencepiece", "seqeval", "six (>=1.15.0,<1.16.0)", "soundfile", "spacy (>=3.0.0)", "sqlalchemy", "tensorflow (>=2.3,!=2.6.0,!=2.6.1)", "tensorflow-macos", "texttable (>=1.6.3)", "tldextract", "tldextract (>=3.1.0)", "toml (>=0.10.1)", "torch", "torchaudio (<0.12.0)", "transformers", "typer (<0.5.0)", "zstandard"]
 torch = ["torch"]
 vision = ["Pillow (>=6.2.1)"]
 
@@ -417,21 +341,13 @@ category = "main"
 optional = false
 python-versions = ">=3.5"
 
-[[package]]
-name = "defusedxml"
-version = "0.7.1"
-description = "XML bomb protection for Python stdlib modules"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
-
 [[package]]
 name = "dill"
-version = "0.3.5.1"
+version = "0.3.6"
 description = "serialize all of python"
 category = "main"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+python-versions = ">=3.7"
 
 [package.extras]
 graph = ["objgraph (>=1.7.2)"]
@@ -478,7 +394,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "executing"
-version = "1.1.1"
+version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 category = "main"
 optional = false
@@ -487,17 +403,6 @@ python-versions = "*"
 [package.extras]
 tests = ["asttokens", "littleutils", "pytest", "rich"]
 
-[[package]]
-name = "fastjsonschema"
-version = "2.16.2"
-description = "Fastest Python implementation of JSON schema"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"]
-
 [[package]]
 name = "filelock"
 version = "3.8.0"
@@ -525,7 +430,7 @@ pyflakes = ">=2.4.0,<2.5.0"
 
 [[package]]
 name = "fonttools"
-version = "4.37.4"
+version = "4.38.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -547,7 +452,7 @@ woff = ["brotli (>=1.0.1)", "brotlicffi (>=0.8.0)", "zopfli (>=0.1.4)"]
 
 [[package]]
 name = "frozenlist"
-version = "1.3.1"
+version = "1.3.3"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 category = "main"
 optional = true
@@ -555,7 +460,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "fsspec"
-version = "2022.10.0"
+version = "2022.11.0"
 description = "File-system specification"
 category = "main"
 optional = true
@@ -612,7 +517,7 @@ gitdb = ">=4.0.1,<5"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.10.1"
+version = "0.11.0"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 category = "main"
 optional = false
@@ -627,18 +532,19 @@ tqdm = "*"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy", "pytest", "pytest-cov", "soundfile"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy", "pytest", "pytest-cov", "soundfile"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "jedi", "mypy (==0.982)", "pytest", "pytest-cov", "pytest-env", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
-quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy"]
+quality = ["black (==22.3)", "flake8 (>=3.8.3)", "flake8-bugbear", "isort (>=5.5.4)", "mypy (==0.982)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
-testing = ["InquirerPy (==0.3.4)", "Jinja2", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "soundfile"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "isort (>=5.5.4)", "jedi", "pytest", "pytest-cov", "pytest-env", "soundfile"]
 torch = ["torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3"]
 
 [[package]]
 name = "identify"
-version = "2.5.6"
+version = "2.5.9"
 description = "File identification library for Python"
 category = "dev"
 optional = false
@@ -667,7 +573,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 name = "importlib-metadata"
 version = "5.0.0"
 description = "Read metadata from Python packages"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -679,21 +585,6 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 perf = ["ipython"]
 testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
-[[package]]
-name = "importlib-resources"
-version = "5.10.0"
-description = "Read resources from Python packages"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
-testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
 [[package]]
 name = "iniconfig"
 version = "1.1.1"
@@ -704,11 +595,11 @@ python-versions = "*"
 
 [[package]]
 name = "ipykernel"
-version = "6.16.0"
+version = "6.17.1"
 description = "IPython Kernel for Jupyter"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
@@ -724,11 +615,12 @@ tornado = ">=6.1"
 traitlets = ">=5.1.0"
 
 [package.extras]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-timeout"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.5.0"
+version = "8.6.0"
 description = "IPython: Productive Interactive Computing"
 category = "main"
 optional = false
@@ -749,9 +641,9 @@ stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.20)", "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 = ["Sphinx (>=1.3)"]
+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"]
@@ -759,15 +651,7 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
-
-[[package]]
-name = "ipython_genutils"
-version = "0.2.0"
-description = "Vestigial utilities from IPython"
-category = "dev"
-optional = false
-python-versions = "*"
+test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "ipywidgets"
@@ -806,7 +690,7 @@ requirements_deprecated_finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "jedi"
-version = "0.18.1"
+version = "0.18.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "main"
 optional = false
@@ -816,8 +700,9 @@ python-versions = ">=3.6"
 parso = ">=0.8.0,<0.9.0"
 
 [package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
 qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["Django (<3.1)", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "Jinja2"
@@ -843,44 +728,15 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "json-tricks"
-version = "3.15.5"
+version = "3.16.1"
 description = "Extra features for Python's JSON: comments, order, numpy, pandas, datetimes, and many more! Simple but customizable."
 category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "json5"
-version = "0.9.10"
-description = "A Python implementation of the JSON5 data format."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-dev = ["hypothesis"]
-
-[[package]]
-name = "jsonschema"
-version = "4.16.0"
-description = "An implementation of JSON Schema validation for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-attrs = ">=17.4.0"
-importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
-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"
-
-[package.extras]
-format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
-format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
-
 [[package]]
 name = "jupyter-client"
-version = "7.4.2"
+version = "7.4.7"
 description = "Jupyter protocol implementation and client libraries"
 category = "main"
 optional = false
@@ -897,107 +753,24 @@ traitlets = "*"
 
 [package.extras]
 doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.11.2"
+version = "5.0.0"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 
 [package.dependencies]
+platformdirs = "*"
 pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
 traitlets = "*"
 
 [package.extras]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
-[[package]]
-name = "jupyter-server"
-version = "1.21.0"
-description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-anyio = ">=3.1.0,<4"
-argon2-cffi = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.12"
-jupyter-core = ">=4.7.0"
-nbconvert = ">=6.4.4"
-nbformat = ">=5.2.0"
-packaging = "*"
-prometheus-client = "*"
-pywinpty = {version = "*", markers = "os_name == \"nt\""}
-pyzmq = ">=17"
-Send2Trash = "*"
-terminado = ">=0.8.3"
-tornado = ">=6.1.0"
-traitlets = ">=5.1"
-websocket-client = "*"
-
-[package.extras]
-test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
-
-[[package]]
-name = "jupyterlab"
-version = "3.4.8"
-description = "JupyterLab computational environment"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-ipython = "*"
-jinja2 = ">=2.1"
-jupyter-core = "*"
-jupyter-server = ">=1.16,<2.0"
-jupyterlab-server = ">=2.10,<3.0"
-nbclassic = "*"
-notebook = "<7"
-packaging = "*"
-tomli = "*"
-tornado = ">=6.1.0"
-
-[package.extras]
-test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", "pytest (>=6.0)", "pytest-check-links (>=0.5)", "pytest-console-scripts", "pytest-cov", "requests", "requests-cache", "virtualenv"]
-ui-tests = ["build"]
-
-[[package]]
-name = "jupyterlab-pygments"
-version = "0.2.2"
-description = "Pygments theme using JupyterLab CSS variables"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[[package]]
-name = "jupyterlab-server"
-version = "2.16.1"
-description = "A set of server components for JupyterLab and JupyterLab like applications."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-babel = "*"
-importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
-jinja2 = ">=3.0.3"
-json5 = "*"
-jsonschema = ">=3.0.1"
-jupyter-server = ">=1.8,<3"
-packaging = "*"
-requests = "*"
-
-[package.extras]
-docs = ["autodoc-traits", "docutils (<0.19)", "jinja2 (<3.1.0)", "mistune (<1)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi"]
-openapi = ["openapi-core (>=0.14.2)", "ruamel-yaml"]
-test = ["codecov", "ipykernel", "jupyter-server[test]", "openapi-core (>=0.14.2,<0.15.0)", "openapi-spec-validator (<0.5)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "ruamel-yaml", "strict-rfc3339"]
-
 [[package]]
 name = "jupyterlab-widgets"
 version = "3.0.3"
@@ -1016,11 +789,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "lazy-object-proxy"
-version = "1.7.1"
+version = "1.8.0"
 description = "A fast and thorough lazy object proxy."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "Markdown"
@@ -1046,7 +819,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.6.1"
+version = "3.6.2"
 description = "Python plotting package"
 category = "main"
 optional = false
@@ -1083,14 +856,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "mistune"
-version = "2.0.4"
-description = "A sane Markdown parser with useful plugins and renderers"
-category = "dev"
-optional = false
-python-versions = "*"
-
 [[package]]
 name = "multidict"
 version = "6.0.2"
@@ -1101,31 +866,14 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "multiprocess"
-version = "0.70.13"
+version = "0.70.14"
 description = "better multiprocessing and multithreading in python"
 category = "main"
 optional = true
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
-
-[package.dependencies]
-dill = ">=0.3.5.1"
-
-[[package]]
-name = "mypy"
-version = "0.910"
-description = "Optional static typing for Python"
-category = "dev"
-optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [package.dependencies]
-mypy-extensions = ">=0.4.3,<0.5.0"
-toml = "*"
-typing-extensions = ">=3.7.4"
-
-[package.extras]
-dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<1.5.0)"]
+dill = ">=0.3.6"
 
 [[package]]
 name = "mypy-extensions"
@@ -1135,108 +883,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "nbclassic"
-version = "0.4.6"
-description = "A web-based notebook environment for interactive computing"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=6.1.1"
-jupyter-core = ">=4.6.1"
-jupyter-server = ">=1.8"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-notebook-shim = ">=0.1.0"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "pytest-tornasync", "requests", "requests-unixsocket", "selenium (==4.1.5)", "testpath"]
-
-[[package]]
-name = "nbclient"
-version = "0.7.0"
-description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
-category = "dev"
-optional = false
-python-versions = ">=3.7.0"
-
-[package.dependencies]
-jupyter-client = ">=6.1.5"
-nbformat = ">=5.0"
-nest-asyncio = "*"
-traitlets = ">=5.2.2"
-
-[package.extras]
-sphinx = ["Sphinx (>=1.7)", "autodoc-traits", "mock", "moto", "myst-parser", "sphinx-book-theme"]
-test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets", "mypy", "nbconvert", "pip (>=18.1)", "pre-commit", "pytest (>=4.1)", "pytest-asyncio", "pytest-cov (>=2.6.1)", "setuptools (>=60.0)", "testpath", "twine (>=1.11.0)", "xmltodict"]
-
-[[package]]
-name = "nbconvert"
-version = "7.2.2"
-description = "Converting Jupyter Notebooks"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-beautifulsoup4 = "*"
-bleach = "*"
-defusedxml = "*"
-importlib-metadata = {version = ">=3.6", markers = "python_version < \"3.10\""}
-jinja2 = ">=3.0"
-jupyter-core = ">=4.7"
-jupyterlab-pygments = "*"
-markupsafe = ">=2.0"
-mistune = ">=2.0.3,<3"
-nbclient = ">=0.5.0"
-nbformat = ">=5.1"
-packaging = "*"
-pandocfilters = ">=1.4.1"
-pygments = ">=2.4.1"
-tinycss2 = "*"
-traitlets = ">=5.0"
-
-[package.extras]
-all = ["ipykernel", "ipython", "ipywidgets (>=7)", "myst-parser", "nbsphinx (>=0.2.12)", "pre-commit", "pyppeteer (>=1,<1.1)", "pyqtwebengine (>=5.15)", "pytest", "pytest-cov", "pytest-dependency", "sphinx (==5.0.2)", "sphinx-rtd-theme", "tornado (>=6.1)"]
-docs = ["ipython", "myst-parser", "nbsphinx (>=0.2.12)", "sphinx (==5.0.2)", "sphinx-rtd-theme"]
-qtpdf = ["pyqtwebengine (>=5.15)"]
-qtpng = ["pyqtwebengine (>=5.15)"]
-serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pyppeteer (>=1,<1.1)", "pytest", "pytest-cov", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
-
-[[package]]
-name = "nbformat"
-version = "5.7.0"
-description = "The Jupyter Notebook format"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-fastjsonschema = "*"
-jsonschema = ">=2.6"
-jupyter-core = "*"
-traitlets = ">=5.1"
-
-[package.extras]
-test = ["check-manifest", "pep440", "pre-commit", "pytest", "testpath"]
-
 [[package]]
 name = "nest-asyncio"
 version = "1.5.6"
@@ -1256,53 +902,9 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*
 [package.dependencies]
 setuptools = "*"
 
-[[package]]
-name = "notebook"
-version = "6.4.12"
-description = "A web-based notebook environment for interactive computing"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-argon2-cffi = "*"
-ipykernel = "*"
-ipython-genutils = "*"
-jinja2 = "*"
-jupyter-client = ">=5.3.4"
-jupyter-core = ">=4.6.1"
-nbconvert = ">=5"
-nbformat = "*"
-nest-asyncio = ">=1.5"
-prometheus-client = "*"
-pyzmq = ">=17"
-Send2Trash = ">=1.8.0"
-terminado = ">=0.8.3"
-tornado = ">=6.1"
-traitlets = ">=4.2.1"
-
-[package.extras]
-docs = ["myst-parser", "nbsphinx", "sphinx", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-json-logging = ["json-logging"]
-test = ["coverage", "nbval", "pytest", "pytest-cov", "requests", "requests-unixsocket", "selenium", "testpath"]
-
-[[package]]
-name = "notebook-shim"
-version = "0.2.0"
-description = "A shim layer for notebook traits and config"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-jupyter-server = ">=1.8,<3"
-
-[package.extras]
-test = ["pytest", "pytest-console-scripts", "pytest-tornasync"]
-
 [[package]]
 name = "numpy"
-version = "1.23.4"
+version = "1.23.5"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -1321,7 +923,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5"
 
 [[package]]
 name = "pandas"
-version = "1.5.1"
+version = "1.5.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = true
@@ -1329,8 +931,9 @@ python-versions = ">=3.8"
 
 [package.dependencies]
 numpy = [
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
     {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 = ">=2.8.1"
 pytz = ">=2020.1"
@@ -1338,14 +941,6 @@ pytz = ">=2020.1"
 [package.extras]
 test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
 
-[[package]]
-name = "pandocfilters"
-version = "1.5.0"
-description = "Utilities for writing pandoc filters in python"
-category = "dev"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-
 [[package]]
 name = "parso"
 version = "0.8.3"
@@ -1368,7 +963,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pathspec"
-version = "0.10.1"
+version = "0.10.2"
 description = "Utility library for gitignore style pattern matching of file paths."
 category = "dev"
 optional = false
@@ -1376,7 +971,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pbr"
-version = "5.10.0"
+version = "5.11.0"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -1403,7 +998,7 @@ python-versions = "*"
 
 [[package]]
 name = "Pillow"
-version = "9.2.0"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
@@ -1413,25 +1008,17 @@ python-versions = ">=3.7"
 docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "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 = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[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 = "dev"
+version = "2.5.4"
+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"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)"]
-test = ["appdirs (==1.4.4)", "pytest (>=6)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)"]
+docs = ["furo (>=2022.9.29)", "proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-autodoc-typehints (>=1.19.4)"]
+test = ["appdirs (==1.4.4)", "pytest (>=7.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)"]
 
 [[package]]
 name = "pluggy"
@@ -1476,20 +1063,9 @@ pyyaml = ">=5.1"
 toml = "*"
 virtualenv = ">=20.0.8"
 
-[[package]]
-name = "prometheus-client"
-version = "0.15.0"
-description = "Python client for the Prometheus monitoring system."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.extras]
-twisted = ["twisted"]
-
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.31"
+version = "3.0.33"
 description = "Library for building powerful interactive command lines in Python"
 category = "main"
 optional = false
@@ -1508,7 +1084,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "psutil"
-version = "5.9.3"
+version = "5.9.4"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "main"
 optional = false
@@ -1546,7 +1122,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "pyarrow"
-version = "9.0.0"
+version = "10.0.1"
 description = "Python library for Apache Arrow"
 category = "main"
 optional = true
@@ -1571,20 +1147,6 @@ category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
-[[package]]
-name = "pydocstyle"
-version = "6.1.1"
-description = "Python docstring style checker"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
-[package.dependencies]
-snowballstemmer = "*"
-
-[package.extras]
-toml = ["toml"]
-
 [[package]]
 name = "pyflakes"
 version = "2.4.0"
@@ -1606,14 +1168,14 @@ plugins = ["importlib-metadata"]
 
 [[package]]
 name = "pylint"
-version = "2.15.4"
+version = "2.15.6"
 description = "python code static checker"
 category = "dev"
 optional = false
 python-versions = ">=3.7.2"
 
 [package.dependencies]
-astroid = ">=2.12.11,<=2.14.0-dev0"
+astroid = ">=2.12.12,<=2.14.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = ">=0.2"
 isort = ">=4.2.5,<6"
@@ -1638,14 +1200,6 @@ python-versions = ">=3.6.8"
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyrsistent"
-version = "0.18.1"
-description = "Persistent/Functional/Immutable data structures"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "pytest"
 version = "6.2.5"
@@ -1680,7 +1234,7 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2022.5"
+version = "2022.6"
 description = "World timezone definitions, modern and historical"
 category = "main"
 optional = false
@@ -1699,20 +1253,12 @@ tokenize-rt = "<5"
 
 [[package]]
 name = "pywin32"
-version = "304"
+version = "305"
 description = "Python for Window Extensions"
 category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "pywinpty"
-version = "2.0.8"
-description = "Pseudo terminal support for Windows from Python."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "PyYAML"
 version = "6.0"
@@ -1748,7 +1294,7 @@ sphinx = ">=1.3.1"
 
 [[package]]
 name = "regex"
-version = "2022.9.13"
+version = "2022.10.31"
 description = "Alternative regular expression module, to replace re."
 category = "main"
 optional = false
@@ -1820,7 +1366,7 @@ setuptools = "*"
 
 [[package]]
 name = "scikit-learn"
-version = "1.1.2"
+version = "1.1.3"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = true
@@ -1840,7 +1386,7 @@ tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.2)", "mypy (
 
 [[package]]
 name = "scipy"
-version = "1.9.2"
+version = "1.9.3"
 description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
@@ -1854,19 +1400,6 @@ 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 = "Send2Trash"
-version = "1.8.0"
-description = "Send file to trash natively under Mac OS X, Windows and Linux."
-category = "dev"
-optional = false
-python-versions = "*"
-
-[package.extras]
-nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
-objc = ["pyobjc-framework-Cocoa"]
-win32 = ["pywin32"]
-
 [[package]]
 name = "sentencepiece"
 version = "0.1.97"
@@ -1877,7 +1410,7 @@ python-versions = "*"
 
 [[package]]
 name = "setuptools"
-version = "65.5.0"
+version = "65.6.2"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "main"
 optional = false
@@ -1885,7 +1418,7 @@ python-versions = ">=3.7"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
-testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
 [[package]]
@@ -1922,14 +1455,6 @@ category = "dev"
 optional = false
 python-versions = ">=3.6"
 
-[[package]]
-name = "sniffio"
-version = "1.3.0"
-description = "Sniff out which async library your code is running under"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
 [[package]]
 name = "snowballstemmer"
 version = "2.2.0"
@@ -1938,14 +1463,6 @@ category = "dev"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "soupsieve"
-version = "2.3.2.post1"
-description = "A modern CSS selector implementation for Beautiful Soup."
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-
 [[package]]
 name = "Sphinx"
 version = "5.3.0"
@@ -2019,18 +1536,18 @@ markdown = ">=3.4"
 
 [[package]]
 name = "sphinx-rtd-theme"
-version = "1.0.0"
+version = "1.1.1"
 description = "Read the Docs theme for Sphinx"
 category = "dev"
 optional = false
-python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 
 [package.dependencies]
 docutils = "<0.18"
-sphinx = ">=1.6"
+sphinx = ">=1.6,<6"
 
 [package.extras]
-dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client"]
+dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client", "wheel"]
 
 [[package]]
 name = "sphinxcontrib-applehelp"
@@ -2127,15 +1644,15 @@ sphinx = ">=2.0"
 
 [[package]]
 name = "stack-data"
-version = "0.5.1"
+version = "0.6.1"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-asttokens = "*"
-executing = "*"
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
 pure-eval = "*"
 
 [package.extras]
@@ -2143,7 +1660,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stevedore"
-version = "4.0.1"
+version = "4.1.1"
 description = "Manage dynamic plugins for Python applications"
 category = "dev"
 optional = false
@@ -2152,22 +1669,6 @@ python-versions = ">=3.8"
 [package.dependencies]
 pbr = ">=2.0.0,<2.1.0 || >2.1.0"
 
-[[package]]
-name = "terminado"
-version = "0.16.0"
-description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-ptyprocess = {version = "*", markers = "os_name != \"nt\""}
-pywinpty = {version = ">=1.1.0", markers = "os_name == \"nt\""}
-tornado = ">=6.1.0"
-
-[package.extras]
-test = ["pre-commit", "pytest (>=6.0)", "pytest-timeout"]
-
 [[package]]
 name = "threadpoolctl"
 version = "3.1.0"
@@ -2176,21 +1677,6 @@ category = "main"
 optional = true
 python-versions = ">=3.6"
 
-[[package]]
-name = "tinycss2"
-version = "1.2.1"
-description = "A tiny CSS parser"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.dependencies]
-webencodings = ">=0.4"
-
-[package.extras]
-doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
-
 [[package]]
 name = "tokenize-rt"
 version = "4.2.1"
@@ -2201,16 +1687,16 @@ python-versions = ">=3.6.1"
 
 [[package]]
 name = "tokenizers"
-version = "0.13.1"
+version = "0.13.2"
 description = "Fast and Customizable Tokenizers"
 category = "main"
 optional = false
 python-versions = "*"
 
 [package.extras]
-dev = ["datasets", "numpy", "pytest", "requests"]
+dev = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["datasets", "numpy", "pytest", "requests"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 
 [[package]]
 name = "toml"
@@ -2230,11 +1716,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.5"
+version = "0.11.6"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.6"
 
 [[package]]
 name = "torch"
@@ -2298,7 +1784,7 @@ test = ["pre-commit", "pytest"]
 
 [[package]]
 name = "transformers"
-version = "4.23.1"
+version = "4.24.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 category = "main"
 optional = false
@@ -2307,7 +1793,6 @@ python-versions = ">=3.7.0"
 [package.dependencies]
 filelock = "*"
 huggingface-hub = ">=0.10.0,<1.0"
-importlib-metadata = {version = "*", optional = true, markers = "extra == \"torchhub\""}
 numpy = ">=1.17"
 packaging = ">=20.0"
 protobuf = {version = "<=3.20.2", optional = true, markers = "extra == \"sentencepiece\""}
@@ -2321,19 +1806,19 @@ tqdm = ">=4.27"
 
 [package.extras]
 accelerate = ["accelerate (>=0.10.0)"]
-all = ["Pillow", "accelerate (>=0.10.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "phonemizer", "protobuf (<=3.20.2)", "pyctcdecode (>=0.3.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio"]
-audio = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)"]
+all = ["Pillow", "accelerate (>=0.10.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "kenlm", "librosa", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "phonemizer", "protobuf (<=3.20.2)", "pyctcdecode (>=0.4.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio"]
+audio = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 codecarbon = ["codecarbon (==1.2.0)"]
 deepspeed = ["accelerate (>=0.10.0)", "deepspeed (>=0.6.5)"]
 deepspeed-testing = ["GitPython (<3.1.19)", "accelerate (>=0.10.0)", "beautifulsoup4", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "deepspeed (>=0.6.5)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "optuna", "parameterized", "protobuf (<=3.20.2)", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "timeout-decorator"]
-dev = ["GitPython (<3.1.19)", "Pillow", "accelerate (>=0.10.0)", "beautifulsoup4", "black (==22.3)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flake8 (>=3.8.3)", "flax (>=0.4.1)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "parameterized", "phonemizer", "protobuf (<=3.20.2)", "psutil", "pyctcdecode (>=0.3.0)", "pyknp (>=0.6.1)", "pytest", "pytest-timeout", "pytest-xdist", "ray[tune]", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow", "beautifulsoup4", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flake8 (>=3.8.3)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf (<=3.20.2)", "psutil", "pyctcdecode (>=0.3.0)", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timeout-decorator", "tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow", "beautifulsoup4", "black (==22.3)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flake8 (>=3.8.3)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf (<=3.20.2)", "psutil", "pyctcdecode (>=0.3.0)", "pyknp (>=0.6.1)", "pytest", "pytest-timeout", "pytest-xdist", "ray[tune]", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
-docs = ["Pillow", "accelerate (>=0.10.0)", "codecarbon (==1.2.0)", "flax (>=0.4.1)", "hf-doc-builder", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "librosa", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "phonemizer", "protobuf (<=3.20.2)", "pyctcdecode (>=0.3.0)", "ray[tune]", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio"]
+dev = ["GitPython (<3.1.19)", "Pillow", "accelerate (>=0.10.0)", "beautifulsoup4", "black (==22.3)", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flake8 (>=3.8.3)", "flax (>=0.4.1)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "kenlm", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8)", "optuna", "parameterized", "phonemizer", "protobuf (<=3.20.2)", "psutil", "pyctcdecode (>=0.4.0)", "pyknp (>=0.6.1)", "pytest", "pytest-timeout", "pytest-xdist", "ray[tune]", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorflow (>=2.4)", "tensorflow-text", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "torchaudio", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
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 fairscale = ["fairscale (>0.3)"]
 flax = ["flax (>=0.4.1)", "jax (>=0.2.8,!=0.3.2,<=0.3.6)", "jaxlib (>=0.1.65,<=0.3.6)", "optax (>=0.0.8)"]
-flax-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)"]
+flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 ftfy = ["ftfy"]
 integrations = ["optuna", "ray[tune]", "sigopt"]
 ja = ["fugashi (>=1.0)", "ipadic (>=1.0.0,<2.0)", "pyknp (>=0.6.1)", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)"]
@@ -2349,15 +1834,15 @@ sentencepiece = ["protobuf (<=3.20.2)", "sentencepiece (>=0.1.91,!=0.1.92)"]
 serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "torchaudio"]
+speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 testing = ["GitPython (<3.1.19)", "beautifulsoup4", "black (==22.3)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf (<=3.20.2)", "psutil", "pytest", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "safetensors (>=0.2.1)", "timeout-decorator"]
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 tf-cpu = ["onnxconverter-common", "tensorflow-cpu (>=2.3)", "tensorflow-text", "tf2onnx"]
-tf-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)"]
+tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
 tokenizers = ["tokenizers (>=0.11.1,!=0.11.3,<0.14)"]
 torch = ["torch (>=1.7,!=1.12.0)"]
-torch-speech = ["librosa", "phonemizer", "pyctcdecode (>=0.3.0)", "torchaudio"]
+torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torchhub = ["filelock", "huggingface-hub (>=0.10.0,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf (<=3.20.2)", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.11.1,!=0.11.3,<0.14)", "torch (>=1.7,!=1.12.0)", "tqdm (>=4.27)"]
 vision = ["Pillow"]
 
@@ -2396,19 +1881,19 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.5"
+version = "20.16.7"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-distlib = ">=0.3.5,<1"
+distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
 platformdirs = ">=2.4,<3"
 
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+docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
 testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
@@ -2419,27 +1904,6 @@ category = "main"
 optional = false
 python-versions = "*"
 
-[[package]]
-name = "webencodings"
-version = "0.5.1"
-description = "Character encoding aliases for legacy web content"
-category = "dev"
-optional = false
-python-versions = "*"
-
-[[package]]
-name = "websocket-client"
-version = "1.4.1"
-description = "WebSocket client for Python with low level API options"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-
-[package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
-optional = ["python-socks", "wsaccel"]
-test = ["websockets"]
-
 [[package]]
 name = "widgetsnbextension"
 version = "4.0.3"
@@ -2478,9 +1942,9 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.9.0"
+version = "3.10.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
+category = "dev"
 optional = false
 python-versions = ">=3.7"
 
@@ -2489,14 +1953,13 @@ docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker
 testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [extras]
-all = ["scikit-learn", "datasets"]
 datasets = ["datasets"]
 scikit-learn = ["scikit-learn"]
 
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-python-versions = ">=3.8,<3.11"
-content-hash = "8b8885e563ad2ba2048a3784068728cb45721f44f0151866d8d1f336a4810c47"
+python-versions = ">=3.8,<3.12"
+content-hash = "3f8e9e686633141081a2ae9848b704efbc0d4b2710b18d7056e3bb62018fd445"
 
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 aiohttp = [
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@@ -2651,8 +2083,8 @@ attrs = [
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+    {file = "tokenizers-0.13.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6969e5ea7ccb909ce7d6d4dfd009115dc72799b0362a2ea353267168667408c4"},
+    {file = "tokenizers-0.13.2-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:92f040c4d938ea64683526b45dfc81c580e3b35aaebe847e7eec374961231734"},
+    {file = "tokenizers-0.13.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4d3bc9f7d7f4c1aa84bb6b8d642a60272c8a2c987669e9bb0ac26daf0c6a9fc8"},
+    {file = "tokenizers-0.13.2-cp38-cp38-win32.whl", hash = "sha256:efbf189fb9cf29bd29e98c0437bdb9809f9de686a1e6c10e0b954410e9ca2142"},
+    {file = "tokenizers-0.13.2-cp38-cp38-win_amd64.whl", hash = "sha256:0b4cb2c60c094f31ea652f6cf9f349aae815f9243b860610c29a69ed0d7a88f8"},
+    {file = "tokenizers-0.13.2-cp39-cp39-macosx_10_11_x86_64.whl", hash = "sha256:b47d6212e7dd05784d7330b3b1e5a170809fa30e2b333ca5c93fba1463dec2b7"},
+    {file = "tokenizers-0.13.2-cp39-cp39-macosx_12_0_arm64.whl", hash = "sha256:80a57501b61ec4f94fb7ce109e2b4a1a090352618efde87253b4ede6d458b605"},
+    {file = "tokenizers-0.13.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:61507a9953f6e7dc3c972cbc57ba94c80c8f7f686fbc0876afe70ea2b8cc8b04"},
+    {file = "tokenizers-0.13.2-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c09f4fa620e879debdd1ec299bb81e3c961fd8f64f0e460e64df0818d29d845c"},
+    {file = "tokenizers-0.13.2-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:66c892d85385b202893ac6bc47b13390909e205280e5df89a41086cfec76fedb"},
+    {file = "tokenizers-0.13.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b3e306b0941ad35087ae7083919a5c410a6b672be0343609d79a1171a364ce79"},
+    {file = "tokenizers-0.13.2-cp39-cp39-win32.whl", hash = "sha256:79189e7f706c74dbc6b753450757af172240916d6a12ed4526af5cc6d3ceca26"},
+    {file = "tokenizers-0.13.2-cp39-cp39-win_amd64.whl", hash = "sha256:486d637b413fddada845a10a45c74825d73d3725da42ccd8796ccd7a1c07a024"},
+    {file = "tokenizers-0.13.2.tar.gz", hash = "sha256:f9525375582fd1912ac3caa2f727d36c86ff8c0c6de45ae1aaff90f87f33b907"},
 ]
 toml = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
@@ -4295,8 +3538,8 @@ tomli = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 tomlkit = [
-    {file = "tomlkit-0.11.5-py3-none-any.whl", hash = "sha256:f2ef9da9cef846ee027947dc99a45d6b68a63b0ebc21944649505bf2e8bc5fe7"},
-    {file = "tomlkit-0.11.5.tar.gz", hash = "sha256:571854ebbb5eac89abcb4a2e47d7ea27b89bf29e09c35395da6f03dd4ae23d1c"},
+    {file = "tomlkit-0.11.6-py3-none-any.whl", hash = "sha256:07de26b0d8cfc18f871aec595fda24d95b08fef89d147caa861939f37230bf4b"},
+    {file = "tomlkit-0.11.6.tar.gz", hash = "sha256:71b952e5721688937fb02cf9d354dbcf0785066149d2855e44531ebdd2b65d73"},
 ]
 torch = [
     {file = "torch-1.12.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:9c038662db894a23e49e385df13d47b2a777ffd56d9bcd5b832593fab0a7e286"},
@@ -4346,8 +3589,8 @@ traitlets = [
     {file = "traitlets-5.5.0.tar.gz", hash = "sha256:b122f9ff2f2f6c1709dab289a05555be011c87828e911c0cf4074b85cb780a79"},
 ]
 transformers = [
-    {file = "transformers-4.23.1-py3-none-any.whl", hash = "sha256:51bf21775296945bb665f8669c44cbacc1c61a9964c3d8aa2030fd30f940427b"},
-    {file = "transformers-4.23.1.tar.gz", hash = "sha256:f91085a31634efee509bcb0588d95b57713dcb990e516ffbe7c9a1813be14552"},
+    {file = "transformers-4.24.0-py3-none-any.whl", hash = "sha256:b7ab50039ef9bf817eff14ab974f306fd20a72350bdc9df3a858fd009419322e"},
+    {file = "transformers-4.24.0.tar.gz", hash = "sha256:486f353a8e594002e48be0e2aba723d96eda839e63bfe274702a4b5eda85559b"},
 ]
 typeguard = [
     {file = "typeguard-2.13.3-py3-none-any.whl", hash = "sha256:5e3e3be01e887e7eafae5af63d1f36c849aaa94e3a0112097312aabfa16284f1"},
@@ -4362,21 +3605,13 @@ urllib3 = [
     {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
 ]
 virtualenv = [
-    {file = "virtualenv-20.16.5-py3-none-any.whl", hash = "sha256:d07dfc5df5e4e0dbc92862350ad87a36ed505b978f6c39609dc489eadd5b0d27"},
-    {file = "virtualenv-20.16.5.tar.gz", hash = "sha256:227ea1b9994fdc5ea31977ba3383ef296d7472ea85be9d6732e42a91c04e80da"},
+    {file = "virtualenv-20.16.7-py3-none-any.whl", hash = "sha256:efd66b00386fdb7dbe4822d172303f40cd05e50e01740b19ea42425cbe653e29"},
+    {file = "virtualenv-20.16.7.tar.gz", hash = "sha256:8691e3ff9387f743e00f6bb20f70121f5e4f596cae754531f2b3b3a1b1ac696e"},
 ]
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
     {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
 ]
-webencodings = [
-    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
-    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
-]
-websocket-client = [
-    {file = "websocket-client-1.4.1.tar.gz", hash = "sha256:f9611eb65c8241a67fb373bef040b3cf8ad377a9f6546a12b620b6511e8ea9ef"},
-    {file = "websocket_client-1.4.1-py3-none-any.whl", hash = "sha256:398909eb7e261f44b8f4bd474785b6ec5f5b499d4953342fe9755e01ef624090"},
-]
 widgetsnbextension = [
     {file = "widgetsnbextension-4.0.3-py3-none-any.whl", hash = "sha256:7f3b0de8fda692d31ef03743b598620e31c2668b835edbd3962d080ccecf31eb"},
     {file = "widgetsnbextension-4.0.3.tar.gz", hash = "sha256:34824864c062b0b3030ad78210db5ae6a3960dfb61d5b27562d6631774de0286"},
@@ -4590,6 +3825,6 @@ yarl = [
     {file = "yarl-1.8.1.tar.gz", hash = "sha256:af887845b8c2e060eb5605ff72b6f2dd2aab7a761379373fd89d314f4752abbf"},
 ]
 zipp = [
-    {file = "zipp-3.9.0-py3-none-any.whl", hash = "sha256:972cfa31bc2fedd3fa838a51e9bc7e64b7fb725a8c00e7431554311f180e9980"},
-    {file = "zipp-3.9.0.tar.gz", hash = "sha256:3a7af91c3db40ec72dd9d154ae18e008c69efe8ca88dde4f9a731bb82fe2f9eb"},
+    {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
+    {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index a022eff6..df4862ad 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 # Poetry pyproject.toml: https://python-poetry.org/docs/pyproject/
 [build-system]
-requires = ["poetry_core>=1.0.0"]
+requires = ["poetry_core>=1.2.0"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.poetry]
@@ -36,6 +36,7 @@ classifiers = [  #! Update me
   "Programming Language :: Python :: 3.8",
   "Programming Language :: Python :: 3.9",
   "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
 ]
 
 [tool.poetry.scripts]
@@ -43,19 +44,20 @@ classifiers = [  #! Update me
 "inseq" = "inseq.commands.cli:main"
 
 [tool.poetry.dependencies]
-python = ">=3.8,<3.11"
+python = ">=3.8,<3.12"
 
 rich = "^10.13.0"
-transformers =  { version = "^4.20.1", extras = ["sentencepiece", "tokenizers", "torch", "torchhub"] }
+transformers =  { version = "^4.20.1", extras = ["sentencepiece", "tokenizers", "torch"] }
 protobuf = "^3.20.2"
 captum = "^0.5.0"
 numpy = "^1.22.4"
 torchtyping = "^0.1.4"
 json-tricks = "^3.15.5"
-torch = "^1.12.0"
+torch = "~1.12.1"
 scipy = "^1.8.1"
 matplotlib = "^3.5.2"
 tqdm = "^4.64.0"
+ipykernel = "^6.15.0"
 ipywidgets = "^8.0.0rc2"
 poethepoet = "^0.13.1"
 joblib = "^1.2.0"
@@ -63,23 +65,11 @@ joblib = "^1.2.0"
 scikit-learn = { version = "^1.1.1", optional = true }
 datasets = { version = "^2.3.2", optional = true, extras = ["torch"] }
 
-[tool.poetry.dev-dependencies]
-bandit = "^1.7.4"
-black = "^22.6.0"
-darglint = "^1.8.1"
-flake8 = "^4.0.1"
-ipykernel = "^6.15.0"
-isort = {extras = ["colors"], version = "^5.10.1"}
-jupyterlab = "^3.4.7"
-mypy = "^0.910"
-mypy-extensions = "^0.4.3"
-pre-commit = "^2.19.0"
-pydocstyle = "^6.1.1"
-pylint = "^2.14.1"
-pytest = "^6.2.5"
-pyupgrade = "^2.34.0"
+[tool.poetry.group.docs]
+optional = true
+
+[tool.poetry.group.docs.dependencies]
 recommonmark = "^0.7.1"
-safety = "^1.10.3"
 sphinx = "^5.3.0"
 sphinxemoji = "^0.2.0"
 sphinxext-opengraph = "^0.4.2"
@@ -88,17 +78,28 @@ sphinx-gitstamp = "^0.3.2"
 sphinx-markdown-tables = "^0.0.17"
 sphinx-rtd-theme = "^1.0.0"
 
+[tool.poetry.group.lint]
+optional = true
+
+[tool.poetry.group.lint.dependencies]
+bandit = "^1.7.4"
+safety = "^1.10.3"
+black = "^22.6.0"
+darglint = "^1.8.1"
+flake8 = "^4.0.1"
+isort = {extras = ["colors"], version = "^5.10.1"}
+pre-commit = "^2.19.0"
+pylint = "^2.14.1"
+pyupgrade = "^2.34.0"
+pytest = "^6.2.5"
+
 [tool.poetry.extras]
 scikit-learn = ["scikit-learn"]
 datasets = ["datasets"]
-all = [
-  "scikit-learn",
-  "datasets",
-]
 
 [tool.poe.tasks]
 upgrade-pip = "python -m pip install --upgrade pip"
-torch-cpu = "python -m pip install torch==1.12.0+cpu -f https://download.pytorch.org/whl/torch_stable.html"
+torch-cpu = "python -m pip install torch==1.12.1+cpu -f https://download.pytorch.org/whl/torch_stable.html"
 torch-cuda11 = "python -m pip install torch --extra-index-url https://download.pytorch.org/whl/cu116"
 
 [tool.black]
diff --git a/requirements.txt b/requirements.txt
index a5da8d5f..00698e87 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,75 +1,76 @@
-appnope==0.1.3; platform_system == "Darwin" and python_version >= "3.8" and sys_platform == "darwin"
-asttokens==2.0.8; python_version >= "3.8"
-backcall==0.2.0; python_version >= "3.8"
-captum==0.5.0; python_version >= "3.6"
-certifi==2022.9.24; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
-cffi==1.15.1; implementation_name == "pypy" and python_version >= "3.7"
-charset-normalizer==2.1.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
-colorama==0.4.5; python_full_version >= "3.7.0" and python_full_version < "4.0.0" and platform_system == "Windows" and (python_version >= "3.8" and python_full_version < "3.0.0" and sys_platform == "win32" or sys_platform == "win32" and python_version >= "3.8" and python_full_version >= "3.5.0")
-commonmark==0.9.1; python_full_version >= "3.6.2" and python_full_version < "4.0.0"
-contourpy==1.0.5; python_version >= "3.8"
-cycler==0.11.0; python_version >= "3.8"
-debugpy==1.6.3; python_version >= "3.7"
-decorator==5.1.1; python_version >= "3.8"
-entrypoints==0.4; python_version >= "3.7"
-executing==1.1.1; python_version >= "3.8"
-filelock==3.8.0; python_version >= "3.7" and python_full_version >= "3.7.0"
-fonttools==4.37.4; python_version >= "3.8"
-huggingface-hub==0.10.1; python_full_version >= "3.7.0"
-idna==3.4; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
-importlib-metadata==5.0.0; python_full_version >= "3.7.0" and python_version >= "3.7"
-ipykernel==6.16.0; python_version >= "3.7"
-ipython==8.5.0; python_version >= "3.8"
-ipywidgets==8.0.2; python_version >= "3.7"
-jedi==0.18.1; python_version >= "3.8"
-json-tricks==3.15.5
-jupyter-client==7.4.2; python_version >= "3.7"
-jupyter-core==4.11.1; python_version >= "3.7"
-jupyterlab-widgets==3.0.3; python_version >= "3.7"
-kiwisolver==1.4.4; python_version >= "3.8"
-matplotlib-inline==0.1.6; python_version >= "3.8"
-matplotlib==3.6.1; python_version >= "3.8"
-nest-asyncio==1.5.6; python_version >= "3.7"
-numpy==1.23.4; python_version >= "3.8"
-packaging==21.3; python_version >= "3.8" and python_full_version >= "3.7.0"
-parso==0.8.3; python_version >= "3.8"
-pastel==0.2.1; python_full_version >= "3.6.2"
-pexpect==4.8.0; sys_platform != "win32" and python_version >= "3.8"
-pickleshare==0.7.5; python_version >= "3.8"
-pillow==9.2.0; python_version >= "3.8"
-poethepoet==0.13.1; python_full_version >= "3.6.2"
-prompt-toolkit==3.0.31; python_full_version >= "3.6.2" and python_version >= "3.8"
-protobuf==3.20.2; python_version >= "3.7"
-psutil==5.9.3; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.4.0" and python_version >= "3.7"
-ptyprocess==0.7.0; sys_platform != "win32" and python_version >= "3.8"
-pure-eval==0.2.2; python_version >= "3.8"
-py==1.11.0; python_version >= "3.7" and python_full_version < "3.0.0" and implementation_name == "pypy" or implementation_name == "pypy" and python_version >= "3.7" and python_full_version >= "3.5.0"
-pycparser==2.21; python_version >= "3.7" and python_full_version < "3.0.0" and implementation_name == "pypy" or implementation_name == "pypy" and python_version >= "3.7" and python_full_version >= "3.4.0"
-pygments==2.13.0; python_full_version >= "3.6.2" and python_full_version < "4.0.0" and python_version >= "3.8"
-pyparsing==3.0.9; python_full_version >= "3.7.0" and python_version >= "3.8"
-python-dateutil==2.8.2; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8"
-pywin32==304; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.7"
-pyyaml==6.0; python_version >= "3.6" and python_full_version >= "3.7.0"
-pyzmq==24.0.1; python_version >= "3.7"
-regex==2022.9.13; python_version >= "3.6" and python_full_version >= "3.7.0"
-requests==2.28.1; python_version >= "3.7" and python_version < "4" and python_full_version >= "3.7.0"
-rich==10.16.2; python_full_version >= "3.6.2" and python_full_version < "4.0.0"
-scipy==1.9.2; python_version >= "3.8"
-sentencepiece==0.1.97; python_full_version >= "3.7.0"
-setuptools-scm==7.0.5; python_version >= "3.8"
-six==1.16.0; python_version >= "3.8" and python_full_version < "3.0.0" or python_full_version >= "3.3.0" and python_version >= "3.8"
-stack-data==0.5.1; python_version >= "3.8"
-tokenizers==0.13.1; python_full_version >= "3.7.0"
-tomli==2.0.1; python_version >= "3.8" and python_full_version >= "3.6.2"
-torch==1.12.1; python_full_version >= "3.7.0"
-torchtyping==0.1.4; python_full_version >= "3.7.0"
-tornado==6.2; python_version >= "3.7"
-tqdm==4.64.1; (python_version >= "2.7" and python_full_version < "3.0.0") or (python_full_version >= "3.4.0")
-traitlets==5.5.0; python_version >= "3.8"
-transformers==4.23.1; python_full_version >= "3.7.0"
-typeguard==2.13.3; python_full_version >= "3.7.0"
-typing-extensions==4.4.0; python_full_version >= "3.7.0" and python_version >= "3.8"
-urllib3==1.26.12; python_full_version >= "3.7.0" and python_version < "4" and python_version >= "3.7"
-wcwidth==0.2.5; python_full_version >= "3.6.2" and python_version >= "3.8"
-widgetsnbextension==4.0.3; python_version >= "3.7"
-zipp==3.9.0; python_full_version >= "3.7.0" and python_version >= "3.7"
+appnope==0.1.3 ; python_version >= "3.8" and python_version < "3.12" and platform_system == "Darwin" or python_version >= "3.8" and python_version < "3.12" and sys_platform == "darwin"
+asttokens==2.1.0 ; python_version >= "3.8" and python_version < "3.12"
+backcall==0.2.0 ; python_version >= "3.8" and python_version < "3.12"
+captum==0.5.0 ; python_version >= "3.8" and python_version < "3.12"
+certifi==2022.9.24 ; python_version >= "3.8" and python_version < "3.12"
+cffi==1.15.1 ; python_version >= "3.8" and python_version < "3.12" and implementation_name == "pypy"
+charset-normalizer==2.1.1 ; python_version >= "3.8" and python_version < "3.12"
+colorama==0.4.6 ; python_version >= "3.8" and python_version < "3.12"
+commonmark==0.9.1 ; python_version >= "3.8" and python_version < "3.12"
+contourpy==1.0.6 ; python_version >= "3.8" and python_version < "3.12"
+cycler==0.11.0 ; python_version >= "3.8" and python_version < "3.12"
+debugpy==1.6.3 ; python_version >= "3.8" and python_version < "3.12"
+decorator==5.1.1 ; python_version >= "3.8" and python_version < "3.12"
+entrypoints==0.4 ; python_version >= "3.8" and python_version < "3.12"
+executing==1.2.0 ; python_version >= "3.8" and python_version < "3.12"
+filelock==3.8.0 ; python_version >= "3.8" and python_version < "3.12"
+fonttools==4.38.0 ; python_version >= "3.8" and python_version < "3.12"
+huggingface-hub==0.11.0 ; python_version >= "3.8" and python_version < "3.12"
+idna==3.4 ; python_version >= "3.8" and python_version < "3.12"
+ipykernel==6.17.1 ; python_version >= "3.8" and python_version < "3.12"
+ipython==8.6.0 ; python_version >= "3.8" and python_version < "3.12"
+ipywidgets==8.0.2 ; python_version >= "3.8" and python_version < "3.12"
+jedi==0.18.2 ; python_version >= "3.8" and python_version < "3.12"
+joblib==1.2.0 ; python_version >= "3.8" and python_version < "3.12"
+json-tricks==3.16.1 ; python_version >= "3.8" and python_version < "3.12"
+jupyter-client==7.4.7 ; python_version >= "3.8" and python_version < "3.12"
+jupyter-core==5.0.0 ; python_version >= "3.8" and python_version < "3.12"
+jupyterlab-widgets==3.0.3 ; python_version >= "3.8" and python_version < "3.12"
+kiwisolver==1.4.4 ; python_version >= "3.8" and python_version < "3.12"
+matplotlib-inline==0.1.6 ; python_version >= "3.8" and python_version < "3.12"
+matplotlib==3.6.2 ; python_version >= "3.8" and python_version < "3.12"
+nest-asyncio==1.5.6 ; python_version >= "3.8" and python_version < "3.12"
+numpy==1.23.5 ; python_version >= "3.8" and python_version < "3.12"
+packaging==21.3 ; python_version >= "3.8" and python_version < "3.12"
+parso==0.8.3 ; python_version >= "3.8" and python_version < "3.12"
+pastel==0.2.1 ; python_version >= "3.8" and python_version < "3.12"
+pexpect==4.8.0 ; python_version >= "3.8" and python_version < "3.12" and sys_platform != "win32"
+pickleshare==0.7.5 ; python_version >= "3.8" and python_version < "3.12"
+pillow==9.3.0 ; python_version >= "3.8" and python_version < "3.12"
+platformdirs==2.5.4 ; python_version >= "3.8" and python_version < "3.12"
+poethepoet==0.13.1 ; python_version >= "3.8" and python_version < "3.12"
+prompt-toolkit==3.0.33 ; python_version >= "3.8" and python_version < "3.12"
+protobuf==3.20.2 ; python_version >= "3.8" and python_version < "3.12"
+psutil==5.9.4 ; python_version >= "3.8" and python_version < "3.12"
+ptyprocess==0.7.0 ; python_version >= "3.8" and python_version < "3.12" and sys_platform != "win32"
+pure-eval==0.2.2 ; python_version >= "3.8" and python_version < "3.12"
+py==1.11.0 ; python_version >= "3.8" and python_version < "3.12" and implementation_name == "pypy"
+pycparser==2.21 ; python_version >= "3.8" and python_version < "3.12" and implementation_name == "pypy"
+pygments==2.13.0 ; python_version >= "3.8" and python_version < "3.12"
+pyparsing==3.0.9 ; python_version >= "3.8" and python_version < "3.12"
+python-dateutil==2.8.2 ; python_version >= "3.8" and python_version < "3.12"
+pywin32==305 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.8" and python_version < "3.12"
+pyyaml==6.0 ; python_version >= "3.8" and python_version < "3.12"
+pyzmq==24.0.1 ; python_version >= "3.8" and python_version < "3.12"
+regex==2022.10.31 ; python_version >= "3.8" and python_version < "3.12"
+requests==2.28.1 ; python_version >= "3.8" and python_version < "3.12"
+rich==10.16.2 ; python_version >= "3.8" and python_version < "3.12"
+scipy==1.9.3 ; python_version >= "3.8" and python_version < "3.12"
+sentencepiece==0.1.97 ; python_version >= "3.8" and python_version < "3.12"
+setuptools-scm==7.0.5 ; python_version >= "3.8" and python_version < "3.12"
+setuptools==65.6.2 ; python_version >= "3.8" and python_version < "3.12"
+six==1.16.0 ; python_version >= "3.8" and python_version < "3.12"
+stack-data==0.6.1 ; python_version >= "3.8" and python_version < "3.12"
+tokenizers==0.13.2 ; python_version >= "3.8" and python_version < "3.12"
+tomli==2.0.1 ; python_version >= "3.8" and python_version < "3.12"
+torch==1.12.1 ; python_version >= "3.8" and python_version < "3.12"
+torchtyping==0.1.4 ; python_version >= "3.8" and python_version < "3.12"
+tornado==6.2 ; python_version >= "3.8" and python_version < "3.12"
+tqdm==4.64.1 ; python_version >= "3.8" and python_version < "3.12"
+traitlets==5.5.0 ; python_version >= "3.8" and python_version < "3.12"
+transformers[sentencepiece,tokenizers,torch]==4.24.0 ; python_version >= "3.8" and python_version < "3.12"
+typeguard==2.13.3 ; python_version >= "3.8" and python_version < "3.12"
+typing-extensions==4.4.0 ; python_version >= "3.8" and python_version < "3.12"
+urllib3==1.26.12 ; python_version >= "3.8" and python_version < "3.12"
+wcwidth==0.2.5 ; python_version >= "3.8" and python_version < "3.12"
+widgetsnbextension==4.0.3 ; python_version >= "3.8" and python_version < "3.12"