Images Flavour

Owned by Augustin Degas
Last updated: Dec 17, 2024 by Valérie Mauduit
1 min read

Every version of the Python engine comes with 3 flavours:

Image

Description

Image

Description

pyfx

Minimal image containing only the pyfx Python module and required dependencies.

datascience

Image containing pyfx and common data science Python libraries.

neural

Image containing pyfx, common data science libraries and neural network related libraries.

For v11, those flavours contains the following libraries (and their dependencies):

  • pyfx contains:

    • python = "3.12."

    • fastavro

    • filelock

    • jsonschema

    • numpy

    • pandas

    • requests

    • requests-toolbelt

    • SecretStorage

    • setuptools

  • datascience contains pyfx libraries and dependencies, plus the following:

    • dython,

    • graphviz,

    • igraph,

    • imbalanced-learn,

    • joblib,

    • jpmml-evaluator,

    • leidenalg,

    • lightgbm,

    • matplotlib,

    • onnxconverter-common,

    • onnxmltools,

    • onnxruntime,

    • optuna,

    • pynndescent,

    • sacred,

    • scikit-learn,
      scipy,

    • shape,

    • sklearn-pandas,

    • sklearn2pmml,

    • SQLAlchemy,

    • statsmodels,

    • sympy,

    • umap-learn,

    • xgboost,

  • neural contains pyfx and datascience libraries and dependencies, plus the following:

    • BERTopic,

    • darts,

    • inflect,

    • neuralprophet,

    • sentence-transformers,

    • tensorflow,

    • torch,

    • torchviz

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