Python We have Python 3.12 already in FreeBSD - how long it takes to build modules for it ?

[Charlie_]

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Upstream finally merged these commits today.

lang/python311: pull in upstream commits addressing vuxml entries

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security/vuxml: update/simplify Python vulnerability version ranges

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[rcbsdpge]

Is this the unofficial Python development community at FreeBSD

I am developing my senior capstone project in Python

I think the FreeBSD community is heavily sleeping/overlooking what Python can really do on our beloved operating system

Does anyone have advice/recommendations for my Python-based research and development on FreeBSD for my academic studies?

So far these are the technologies I am building with for my undergraduate studies-based Python development on FreeBSD:

Pixi

Home

Pixi Documentation — Next-gen package manager for reproducible development setups

prefix-dev.github.io

Pip

pip

The PyPA recommended tool for installing Python packages.

pypi.org

Scikit-Learn

scikit-learn: machine learning in Python — scikit-learn 1.8.0 documentation

scikit-learn.org

XGBoost

GitHub - dmlc/xgboost: Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow - dmlc/x...

github.com

CatBoost

GitHub - catboost/catboost: A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports comp...

github.com

Keras

Keras: Deep Learning for humans

Keras documentation

keras.io

Jupyter

Project Jupyter

The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.

jupyter.org

For context my major is data science

Edit. The devel/py-setuptools bug looks interesting. Any advice to incorporate this for development:

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[rootbert]

unfortunately, when I realized I had to use Linux more and more for python development at one point I completely switched and have not re-evaluated the situation ever since assuming it is still as bad as it was. So, for some minor programs and scripts I do not bother using FreeBSD, but for anything serious I use Linux + containers exclusively.