diff --git a/.github/workflows/publish_images.yml b/.github/workflows/publish_images.yml
index f1281e7d..86b46541 100644
--- a/.github/workflows/publish_images.yml
+++ b/.github/workflows/publish_images.yml
@@ -30,18 +30,34 @@ on:
 # Defines two custom environment variables for the workflow. These are used for the Container registry domain, and a name for the Docker image that this workflow builds.
 env:
   REGISTRY: ghcr.io
-  IMAGE_NAME: ${{ github.repository }}
 
 # There is a single job in this workflow. It's configured to run on the latest available version of Ubuntu.
 jobs:
   build-and-push-image:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+          target: 
+            - python
+          python_version:
+            - '3.9'
+            - '3.10'
+            - '3.11'
+            #- '3.12'
+          include:
+            - target: hannah
+              python_version: 3.12 # THis is ignored
+
+
     # Sets the permissions granted to the `GITHUB_TOKEN` for the actions in this job.
     permissions:
       contents: read
       packages: write
       attestations: write
       #
+
+ 
+
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
@@ -53,11 +69,16 @@ jobs:
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
       # This step uses [docker/metadata-action](https://github.com/docker/metadata-action#about) to extract tags and labels that will be applied to the specified image. The `id` "meta" allows the output of this step to be referenced in a subsequent step. The `images` value provides the base name for the tags and labels.
-      - name: Extract metadata (tags, labels) for Docker
-        id: meta
-        uses: docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
-        with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+      - name: Set image name
+        id: set_image_name
+        run: |
+          if [ "${{ matrix.target }}" = "python" ]; then
+            echo "image_name=${{ matrix.target }}_${{ matrix.python_version }}" >> $GITHUB_ENV
+          else
+            echo "image_name=${{ matrix.target }}" >> $GITHUB_ENV
+          fi
+      
+    
       # This step uses the `docker/build-push-action` action to build the image, based on your repository's `Dockerfile`. If the build succeeds, it pushes the image to GitHub Packages.
       # It uses the `context` parameter to define the build's context as the set of files located in the specified path. For more information, see "[Usage](https://github.com/docker/build-push-action#usage)" in the README of the `docker/build-push-action` repository.
       # It uses the `tags` and `labels` parameters to tag and label the image with the output from the "meta" step.
@@ -67,5 +88,9 @@ jobs:
         with:
           context: .
           push: true
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
+          tags: ${{ env.REGISTRY }}/${{ github.repository }}_${{ env.image_name }}:latest
+          labels: org.opencontainers.image.source=${{ github.repositoryUrl }}, org.opencontainers.image.version=${{ github.sha }}
+          build-args: |
+            python_version=${{ matrix.python_version }}
+            target=${{ matrix.target }}
+            
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 342d72ab..12385cba 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -27,39 +27,16 @@ variables:
   PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"
   POETRY_HOME: "$CI_PROJECT_DIR/.poetry"
   POETRY_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pypoetry"
+  POETRY_VIRTUALENVS_CREATE: false
   GIT_SUBMODULE_STRATEGY: recursive
   DEBIAN_FRONTEND: "noninteractive"
 
-cache:
-  key: "$CI_JOB_NAME"
-
-before_script:
-  - apt update
-  - apt -y install git mesa-utils python3-dev libblas-dev liblapack-dev libsndfile1-dev libsox-dev cmake ninja-build curl build-essential python-is-python3
-
-
-  # Install poetry using recommended method
-  - curl -sSL https://install.python-poetry.org/ | python3
-  - export PATH=${POETRY_HOME}/bin:${PATH}
-
-  # install and manage dependencies with poetry
-  - poetry config installer.max-workers 10
-  - poetry install --all-extras
-
-  # Show limits
-  - ulimit -a
-
 test_prebuilt_docker:
   stage: test
-  image: cgerum/hannah:latest
-  before_script:
-    - export POETRY_HOME=/root/.local
-    - export PATH=${POETRY_HOME}/bin:${PATH}
-    - poetry config installer.max-workers 10
-    - poetry install -E vision
-    - ulimit -a
+  image: ghcr.io/ekut-es/hannah_hannah:latest
   script:
     - set -e
+    - poetry install -E vision
     - poetry run python3 -m pytest  -v --cov=hannah test hannah
   tags:
     - docker
@@ -68,48 +45,28 @@ test_prebuilt_docker:
     - merge_requests
   dependencies: []
 
-
 test_python_39:
   stage: test
-  image: python:3.9
+  image: ghcr.io/ekut-es/hannah_python_3.9:latest
   script:
     - set -e
+    - poetry config installer.max-workers 10
+    - poetry install -E vision
     - poetry run python3 -m pytest  -v --cov=hannah test hannah --integration
   tags:
     - docker
   interruptible: true
+  dependencies: []
   rules:
     - if: $CI_PIPELINE_SOURCE == "push" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
-  dependencies: []
-  cache:
-    paths:
-      - .cache/
-
-#test_tvm:
-#  stage: test
-#  image: ubuntu:22.04
-#  script:
-#    - set -e
-#    - apt-get install -y llvm-dev libclang-dev g++ python-is-python3
-#    - poetry config installer.max-workers 10
-#    - poetry run external/hannah-tvm/scripts/install_full.sh
-#    - poetry install -E tvm -E vision
-#    - poetry run python -m pytest  -v --cov=hannah --cov external/hannah-tvm test --integration
-#  tags:
-#    - docker
-#  interruptible: true
-#  allow_failure: false
-#  rules:
-#    - if: $CI_PIPELINE_SOURCE == "push" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
-#  cache:
-#    paths:
-#      - .cache/
 
 test_python_310:
   stage: test
-  image: python:3.10
+  image: ghcr.io/ekut-es/hannah_python_3.10:latest
   script:
     - set -e
+    - poetry config installer.max-workers 10
+    - poetry install -E vision
     - "echo 'import coverage; coverage.process_startup()' > sitecustomize.py"
     - export PYTHONPATH=$PWD
     - export COVERAGE_PROCESS_START=$PWD/.coveragerc
@@ -127,17 +84,16 @@ test_python_310:
         coverage_format: cobertura
         path: coverage.xml
   dependencies: []
-  cache:
-    paths:
-      - .cache/
   rules:
     - if: $CI_PIPELINE_SOURCE == "push" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
 
 test_python_311:
   stage: test
-  image: python:3.11
+  image: ghcr.io/ekut-es/hannah_python_3.11:latest
   script:
     - set -e
+    - poetry config installer.max-workers 10
+    - poetry install -E vision
     - "echo 'import coverage; coverage.process_startup()' > sitecustomize.py"
     - export PYTHONPATH=$PWD
     - export COVERAGE_PROCESS_START=$PWD/.coveragerc
@@ -155,16 +111,12 @@ test_python_311:
         coverage_format: cobertura
         path: coverage.xml
   dependencies: []
-  cache:
-    paths:
-      - .cache/
   rules:
     - if: $CI_PIPELINE_SOURCE == "push" && $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
 
-
 build_docs:
   stage: test
-  image: ubuntu:22.04
+  image: ubuntu:20.04
   variables:
     PIP_CACHE_DIR: "$CI_PROJECT_DIR/.cache/pip"
   cache:
@@ -206,27 +158,6 @@ run_sca:
   interruptible: true
   allow_failure: true
 
-#ml_cloud_integration:
-#  stage: build
-#  image: ubuntu:latest
-#  dependencies: []
-#  before_script:
-#    - apt update
-#    - apt -y install openssh-client
-#    - eval $(ssh-agent -s)
-#    - mkdir -p ~/.ssh
-#    - echo "$ML_CLOUD_KEY" > ~/.ssh/ml_cloud.key
-#    - chmod -R  0600 ~/.ssh
-#    - ssh-add ~/.ssh/ml_cloud.key
-#    - '[[ -f /.dockerenv ]] && echo -e "Host *\n\tStrictHostKeyChecking no\n\n" > ~/.ssh/config'
-#  script:
-#    - set -e
-#    - scp scripts/ml_cloud_ci.sh cgerum05@134.2.168.52:/home/bringmann/cgerum05/ci/ml_cloud_ci.sh
-#    - ssh cgerum05@134.2.168.52  /home/bringmann/cgerum05/ci/ml_cloud_ci.sh
-#  rules:
-#    - if: $CI_PIPELINE_SOURCE == "schedule"
-
-
 deploy to github:
   stage: build
   image: ubuntu:latest
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 91416c1b..835d204d 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -42,3 +42,9 @@ repos:
         args: [--fix, --exit-non-zero-on-fix]
       # Formatter
       - id: ruff-format
+  - repo: https://github.com/python-poetry/poetry
+    rev: '1.8'
+    hooks:
+      - id: poetry-check
+      # - id: poetry-lock
+      #   args: ['--no-update']
diff --git a/Dockerfile b/Dockerfile
index d185a9cf..194296fc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -17,16 +17,30 @@
 ## limitations under the License.
 ##
 
+# Target for python/mlonmcu/python
 ARG target="hannah"
 
-FROM ubuntu:22.04 as hannah
+# ARG for Python version, defaulting to 3.12 only used if python target is selected
+ARG python_version=3.12
 
+FROM ubuntu:22.04 as hannah
 FROM tumeda/mlonmcu-bench:latest as mlonmcu
+FROM python:${python_version} as python
 
 FROM ${target}
 
+# These need to be set here again, as the FROM directive resets the ARGs on use
+ARG python_version
+ARG target
+
+ENV POETRY_CACHE_DIR="/tmp/poetry_cache"
 
-RUN  apt-get update -y && apt-get -y install git mesa-utils python3-pip python3-dev libblas-dev liblapack-dev libsndfile1-dev libsox-dev cmake ninja-build curl build-essential python-is-python3
+
+RUN  if [ "$target" = "hannah" ] || [ "$target" = "mlonmcu" ]; then\
+        apt-get update -y && apt-get -y install git mesa-utils python3 python3-pip python3-dev libblas-dev liblapack-dev libsndfile1-dev libsox-dev cmake ninja-build curl build-essential python-is-python3; \
+      else \
+        apt-get update -y && apt-get -y install git mesa-utils  libblas-dev liblapack-dev libsndfile1-dev libsox-dev cmake ninja-build curl build-essential;  \
+      fi
 
 
 # Install poetry using recommended method
@@ -40,4 +54,6 @@ COPY poetry.lock pyproject.toml /deps/
 
 # Install dependencies
 RUN poetry config virtualenvs.create false \
-  && poetry install --no-interaction --no-ansi --all-extras --no-root
+  && poetry install --no-interaction --no-ansi --all-extras --no-root \
+  && rm -rf $POETRY_CACHE_DIR
+
diff --git a/poetry.lock b/poetry.lock
index 4541b498..d27613b6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,98 +13,113 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.3.5"
+version = "2.4.0"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.3.5-py3-none-any.whl", hash = "sha256:4d6dea59215537dbc746e93e779caea8178c866856a721c9c660d7a5a7b8be03"},
-    {file = "aiohappyeyeballs-2.3.5.tar.gz", hash = "sha256:6fa48b9f1317254f122a07a131a86b71ca6946ca989ce6326fff54a99a920105"},
+    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
+    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.3"
+version = "3.10.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.10.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:cc36cbdedf6f259371dbbbcaae5bb0e95b879bc501668ab6306af867577eb5db"},
-    {file = "aiohttp-3.10.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:85466b5a695c2a7db13eb2c200af552d13e6a9313d7fa92e4ffe04a2c0ea74c1"},
-    {file = "aiohttp-3.10.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:71bb1d97bfe7e6726267cea169fdf5df7658831bb68ec02c9c6b9f3511e108bb"},
-    {file = "aiohttp-3.10.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:baec1eb274f78b2de54471fc4c69ecbea4275965eab4b556ef7a7698dee18bf2"},
-    {file = "aiohttp-3.10.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:13031e7ec1188274bad243255c328cc3019e36a5a907978501256000d57a7201"},
-    {file = "aiohttp-3.10.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2bbc55a964b8eecb341e492ae91c3bd0848324d313e1e71a27e3d96e6ee7e8e8"},
-    {file = "aiohttp-3.10.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e8cc0564b286b625e673a2615ede60a1704d0cbbf1b24604e28c31ed37dc62aa"},
-    {file = "aiohttp-3.10.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f817a54059a4cfbc385a7f51696359c642088710e731e8df80d0607193ed2b73"},
-    {file = "aiohttp-3.10.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8542c9e5bcb2bd3115acdf5adc41cda394e7360916197805e7e32b93d821ef93"},
-    {file = "aiohttp-3.10.3-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:671efce3a4a0281060edf9a07a2f7e6230dca3a1cbc61d110eee7753d28405f7"},
-    {file = "aiohttp-3.10.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:0974f3b5b0132edcec92c3306f858ad4356a63d26b18021d859c9927616ebf27"},
-    {file = "aiohttp-3.10.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:44bb159b55926b57812dca1b21c34528e800963ffe130d08b049b2d6b994ada7"},
-    {file = "aiohttp-3.10.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:6ae9ae382d1c9617a91647575255ad55a48bfdde34cc2185dd558ce476bf16e9"},
-    {file = "aiohttp-3.10.3-cp310-cp310-win32.whl", hash = "sha256:aed12a54d4e1ee647376fa541e1b7621505001f9f939debf51397b9329fd88b9"},
-    {file = "aiohttp-3.10.3-cp310-cp310-win_amd64.whl", hash = "sha256:b51aef59370baf7444de1572f7830f59ddbabd04e5292fa4218d02f085f8d299"},
-    {file = "aiohttp-3.10.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:e021c4c778644e8cdc09487d65564265e6b149896a17d7c0f52e9a088cc44e1b"},
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-    {file = "aiohttp-3.10.3-cp311-cp311-win_amd64.whl", hash = "sha256:70b4a4984a70a2322b70e088d654528129783ac1ebbf7dd76627b3bd22db2f17"},
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 [package.dependencies]
@@ -152,13 +167,13 @@ typing-extensions = ">=4.9.0"
 
 [[package]]
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-version = "1.4.13"
+version = "1.4.14"
 description = "An efficient library for image augmentation, providing extensive transformations to support machine learning and computer vision tasks."
 optional = true
 python-versions = ">=3.8"
 files = [
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-optional = false
-python-versions = ">=3.8.6,<3.11"
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-
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.3"
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 name = "cmaes"
-version = "0.11.0"
+version = "0.11.1"
 description = "Lightweight Covariance Matrix Adaptation Evolution Strategy (CMA-ES) implementation for Python 3."
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 python-versions = ">=3.7"
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 [package.dependencies]
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 [[package]]
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 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 colorama = ">=0.4"
 
 [[package]]
 name = "grpcio"
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.65.4)"]
+protobuf = ["grpcio-tools (>=1.66.0)"]
 
 [[package]]
 name = "h5py"
@@ -1567,13 +1570,13 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "huggingface-hub"
-version = "0.24.5"
+version = "0.24.6"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = true
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -1734,13 +1737,13 @@ scipy = ">=1.2.1"
 
 [[package]]
 name = "imageio"
-version = "2.34.2"
+version = "2.35.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = true
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1748,31 +1751,32 @@ numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
-all-plugins = ["astropy", "av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
-all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
 build = ["wheel"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
-full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "sphinx (<6)", "tifffile", "wheel"]
+full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpy (>2)", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "rawpy", "sphinx (<6)", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
 pillow-heif = ["pillow-heif"]
 pyav = ["av"]
+rawpy = ["numpy (>2)", "rawpy"]
 test = ["fsspec[github]", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
 [[package]]
 name = "importlib-metadata"
-version = "8.2.0"
+version = "8.4.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1785,21 +1789,25 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.4"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [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 = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -2332,13 +2340,13 @@ testing = ["pytest"]
 
 [[package]]
 name = "markdown"
-version = "3.6"
+version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803"},
+    {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
 ]
 
 [package.dependencies]
@@ -2419,13 +2427,13 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.21.3"
+version = "3.22.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "marshmallow-3.21.3-py3-none-any.whl", hash = "sha256:86ce7fb914aa865001a4b2092c4c2872d13bc347f3d42673272cabfdbad386f1"},
-    {file = "marshmallow-3.21.3.tar.gz", hash = "sha256:4f57c5e050a54d66361e826f94fba213eb10b67b2fdb02c3e0343ce207ba1662"},
+    {file = "marshmallow-3.22.0-py3-none-any.whl", hash = "sha256:71a2dce49ef901c3f97ed296ae5051135fd3febd2bf43afe0ae9a82143a494d9"},
+    {file = "marshmallow-3.22.0.tar.gz", hash = "sha256:4972f529104a220bb8637d595aa4c9762afbe7f7a77d82dc58c1615d70c5823e"},
 ]
 
 [package.dependencies]
@@ -2433,7 +2441,7 @@ packaging = ">=17.0"
 
 [package.extras]
 dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
-docs = ["alabaster (==0.7.16)", "autodocsumm (==0.2.12)", "sphinx (==7.3.7)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
 tests = ["pytest", "pytz", "simplejson"]
 
 [[package]]
@@ -2452,40 +2460,51 @@ marshmallow = ">=2.0.0"
 
 [[package]]
 name = "matplotlib"
-version = "3.9.1.post1"
+version = "3.9.2"
 description = "Python plotting package"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 [[package]]
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 [[package]]
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 [[package]]
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 flatbuffers = "*"
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 protobuf = "*"
 sympy = "*"
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+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test", "mypy (==1.11.*)", "packaging (>=23.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (<0.4)", "pytest-ruff (>=0.2.1)", "pytest-ruff (>=0.3.2)", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
 
 [[package]]
 name = "six"
@@ -4810,13 +4829,13 @@ numpy = ["numpy"]
 
 [[package]]
 name = "soupsieve"
-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
-    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
+    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
 ]
 
 [[package]]
@@ -4943,17 +4962,17 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stevedore"
-version = "5.2.0"
+version = "5.3.0"
 description = "Manage dynamic plugins for Python applications"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "stevedore-5.2.0-py3-none-any.whl", hash = "sha256:1c15d95766ca0569cad14cb6272d4d31dae66b011a929d7c18219c176ea1b5c9"},
-    {file = "stevedore-5.2.0.tar.gz", hash = "sha256:46b93ca40e1114cea93d738a6c1e365396981bb6bb78c27045b7587c9473544d"},
+    {file = "stevedore-5.3.0-py3-none-any.whl", hash = "sha256:1efd34ca08f474dad08d9b19e934a22c68bb6fe416926479ba29e5013bcc8f78"},
+    {file = "stevedore-5.3.0.tar.gz", hash = "sha256:9a64265f4060312828151c204efbe9b7a9852a0d9228756344dbc7e4023e375a"},
 ]
 
 [package.dependencies]
-pbr = ">=2.0.0,<2.1.0 || >2.1.0"
+pbr = ">=2.0.0"
 
 [[package]]
 name = "submitit"
@@ -5006,12 +5025,12 @@ widechars = ["wcwidth"]
 
 [[package]]
 name = "tensorboard"
-version = "2.16.2"
+version = "2.17.1"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "tensorboard-2.16.2-py3-none-any.whl", hash = "sha256:9f2b4e7dad86667615c0e5cd072f1ea8403fc032a299f0072d6f74855775cc45"},
+    {file = "tensorboard-2.17.1-py3-none-any.whl", hash = "sha256:253701a224000eeca01eee6f7e978aea7b408f60b91eb0babdb04e78947b773e"},
 ]
 
 [package.dependencies]
@@ -5019,6 +5038,7 @@ absl-py = ">=0.4"
 grpcio = ">=1.48.2"
 markdown = ">=2.6.8"
 numpy = ">=1.12.0"
+packaging = "*"
 protobuf = ">=3.19.6,<4.24.0 || >4.24.0"
 setuptools = ">=41.0.0"
 six = ">1.9"
@@ -5518,13 +5538,13 @@ files = [
 
 [[package]]
 name = "werkzeug"
-version = "3.0.3"
+version = "3.0.4"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "werkzeug-3.0.3-py3-none-any.whl", hash = "sha256:fc9645dc43e03e4d630d23143a04a7f947a9a3b5727cd535fdfe155a17cc48c8"},
-    {file = "werkzeug-3.0.3.tar.gz", hash = "sha256:097e5bfda9f0aba8da6b8545146def481d06aa7d3266e7448e2cccf67dd8bd18"},
+    {file = "werkzeug-3.0.4-py3-none-any.whl", hash = "sha256:02c9eb92b7d6c06f31a782811505d2157837cea66aaede3e217c7c27c039476c"},
+    {file = "werkzeug-3.0.4.tar.gz", hash = "sha256:34f2371506b250df4d4f84bfe7b0921e4762525762bbd936614909fe25cd7306"},
 ]
 
 [package.dependencies]