PAN Blend Project
Summary
machine-learning
photons-and-neutrons machine learning

This metapackage will install all the machine learning software for X-ray photons-and-neutrons PAN

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Description

For a better overview of the project's availability as a Debian package, each head row has a color code according to this scheme:

If you discover a project which looks like a good candidate for PAN Blend to you, or if you have prepared an unofficial Debian package, please do not hesitate to send a description of that project to the PAN Blend mailing list

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PAN Blend machine-learning packages

Official Debian packages with high relevance

libopencv-dnn-dev
??? missing short description for package libopencv-dnn-dev :-(
Versions of package libopencv-dnn-dev
ReleaseVersionArchitectures
bullseye4.5.1+dfsg-5amd64,arm64,armhf,i386
forky4.10.0+dfsg-8amd64,arm64,armhf,i386,loong64,ppc64el,riscv64,s390x
trixie4.10.0+dfsg-5amd64,arm64,armel,armhf,i386,ppc64el,riscv64,s390x
experimental5.0.0+dfsg-1~exp1amd64,arm64,armhf,i386,loong64,s390x
sid4.10.0+dfsg-8amd64,arm64,armhf,i386,loong64,ppc64el,riscv64,s390x
bookworm4.6.0+dfsg-12amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x
upstream5.0.0
Popcon: 198 users (383 upd.)*
Newer upstream!
 License: DFSG free
Git
Please cite: Gary Bradski and Adrian Kaehler: Learning OpenCV: Computer Vision with the OpenCV Library (2008)
Registry entries: SciCrunch 
libopencv-dnn4.5
??? missing short description for package libopencv-dnn4.5 :-(
Versions of package libopencv-dnn4.5
ReleaseVersionArchitectures
bullseye4.5.1+dfsg-5amd64,arm64,armhf,i386
upstream5.0.0
Popcon: 7 users (0 upd.)*
Newer upstream!
 License: DFSG free
Git
Please cite: Gary Bradski and Adrian Kaehler: Learning OpenCV: Computer Vision with the OpenCV Library (2008)
Registry entries: SciCrunch 
libtorch-test
??? missing short description for package libtorch-test :-(
Versions of package libtorch-test
ReleaseVersionArchitectures
forky2.12.1+dfsg-1amd64,arm64,ppc64el,riscv64,s390x
sid2.12.1+dfsg-1amd64,arm64,ppc64el,riscv64,s390x
bullseye1.7.1-7amd64,arm64,armhf
bullseye-security1.7.1-7+deb11u1amd64,arm64,armhf
trixie2.6.0+dfsg-7amd64,arm64,ppc64el,riscv64,s390x
bookworm1.13.1+dfsg-4amd64,arm64,ppc64el,s390x
upstream2.13.0
Popcon: 33 users (143 upd.)*
Newer upstream!
 License: DFSG free
Git
Please cite: Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai and Soumith Chintala:
Registry entries: SciCrunch 
python-tpot-doc
??? missing short description for package python-tpot-doc :-(
Versions of package python-tpot-doc
ReleaseVersionArchitectures
bullseye0.11.7+dfsg-1all
Popcon: 0 users (0 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-brian
??? missing short description for package python3-brian :-(
Versions of package python3-brian
ReleaseVersionArchitectures
sid2.10.1-2all
bullseye2.4.2-6all
trixie2.8.0.4-1all
forky2.10.1-2all
bookworm2.5.1-3all
Popcon: 1 users (6 upd.)*
Versions and Archs
 License: DFSG free
Git
Please cite: D.F. Goodman and R. Brette: Brian: A Simulator for Spiking Neural Networks in Python. (PubMed,eprint) Frontiers in Neuroinformatics 2(5) (2008)
python3-eagerpy
??? missing short description for package python3-eagerpy :-(
Maintainer: Gard Spreemann
Versions of package python3-eagerpy
ReleaseVersionArchitectures
bookworm0.30.0-3all
forky0.30.0-3all
sid0.30.0-3all
trixie0.30.0-3all
bullseye0.29.0-3all
Popcon: 3 users (1 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-keras
??? missing short description for package python3-keras :-(
Versions of package python3-keras
ReleaseVersionArchitectures
bullseye2.3.1+dfsg-3all
Popcon: 4 users (0 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-keras-applications
??? missing short description for package python3-keras-applications :-(
Versions of package python3-keras-applications
ReleaseVersionArchitectures
sid1.0.8+ds-3all
forky1.0.8+ds-3all
trixie1.0.8+ds-2all
bookworm1.0.8+ds-1all
bullseye1.0.8+ds-1all
Popcon: 11 users (6 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-keras-preprocessing
??? missing short description for package python3-keras-preprocessing :-(
Versions of package python3-keras-preprocessing
ReleaseVersionArchitectures
sid1.1.2-4all
bullseye1.1.0+ds-1all
bookworm1.1.0+ds-1all
trixie1.1.2-1all
forky1.1.2-4all
Popcon: 11 users (9 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-mdp
??? missing short description for package python3-mdp :-(
Versions of package python3-mdp
ReleaseVersionArchitectures
sid3.6-11all
trixie3.6-10all
bookworm3.6-2amd64,arm64,mips64el,ppc64el
bullseye3.6-1.1all
forky3.6-11all
Popcon: 28 users (77 upd.)*
Versions and Archs
 License: DFSG free
Git
The package is enhanced by the following packages: python3-sklearn
python3-onnx
??? missing short description for package python3-onnx :-(
Versions of package python3-onnx
ReleaseVersionArchitectures
bullseye1.7.0+dfsg-3amd64,arm64,armhf,i386
trixie1.17.0-3amd64,arm64,armel,armhf,i386,ppc64el,riscv64,s390x
sid1.20.0-6amd64,arm64,armhf,i386,loong64,ppc64el,riscv64,s390x
forky1.20.0-6amd64,arm64,armhf,i386,loong64,ppc64el,riscv64,s390x
bookworm1.12.0-2amd64,arm64,armel,armhf,i386,mips64el,mipsel,ppc64el,s390x
upstream1.22.0
Popcon: 11 users (7 upd.)*
Newer upstream!
 License: DFSG free
Git
python3-pyclustering
??? missing short description for package python3-pyclustering :-(
Versions of package python3-pyclustering
ReleaseVersionArchitectures
sid0.10.1.2-3all
bullseye0.10.1.2-1all
bookworm0.10.1.2-2all
trixie0.10.1.2-2all
forky0.10.1.2-3all
Popcon: 1 users (1 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-sklearn
??? missing short description for package python3-sklearn :-(
Versions of package python3-sklearn
ReleaseVersionArchitectures
bookworm1.2.1+dfsg-1all
bullseye0.23.2-5all
sid1.8.0+dfsg-5all
trixie1.4.2+dfsg-8all
forky1.8.0+dfsg-5all
upstream1.9.0
Popcon: 280 users (315 upd.)*
Newer upstream!
 License: DFSG free
Git
The package is enhanced by the following packages: python3-sklearn-compat python3-sklearn-pandas
Registry entries: Bio.tools  SciCrunch 
python3-skorch
??? missing short description for package python3-skorch :-(
Versions of package python3-skorch
ReleaseVersionArchitectures
sid1.4.0-1all
bookworm0.12.1-2all
bullseye0.9.0-3all
forky1.4.0-1all
trixie1.1.0-1all
Popcon: 2 users (4 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-tabnet
??? missing short description for package python3-tabnet :-(
Versions of package python3-tabnet
ReleaseVersionArchitectures
trixie4.1.0+ds-2all
sid4.1.0+ds-3all
forky4.1.0+ds-3all
Popcon: 2 users (2 upd.)*
Versions and Archs
 License: DFSG free
Git
python3-torch
??? missing short description for package python3-torch :-(
Versions of package python3-torch
ReleaseVersionArchitectures
bookworm1.13.1+dfsg-4amd64,arm64,ppc64el,s390x
trixie2.6.0+dfsg-7amd64,arm64,ppc64el,riscv64,s390x
bullseye-security1.7.1-7+deb11u1amd64,arm64,armhf
bullseye1.7.1-7amd64,arm64,armhf
forky2.12.1+dfsg-1amd64,arm64,ppc64el,riscv64,s390x
sid2.12.1+dfsg-1amd64,arm64,ppc64el,riscv64,s390x
upstream2.13.0
Popcon: 271 users (119 upd.)*
Newer upstream!
 License: DFSG free
Git
Please cite: Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai and Soumith Chintala:
Registry entries: SciCrunch 
python3-torch-ignite
??? missing short description for package python3-torch-ignite :-(
Versions of package python3-torch-ignite
ReleaseVersionArchitectures
bullseye0.4.3-1all
trixie0.5.1-1all
sid0.5.1-1all
forky0.5.1-1all
upstream0.5.5
Popcon: 1 users (0 upd.)*
Newer upstream!
 License: DFSG free
Git
python3-tpot
??? missing short description for package python3-tpot :-(
Versions of package python3-tpot
ReleaseVersionArchitectures
bullseye0.11.7+dfsg-1all
Popcon: 1 users (0 upd.)*
Versions and Archs
 License: DFSG free
Git

Debian packages in contrib or non-free

python3-torch-cuda
??? missing short description for package python3-torch-cuda :-(
Versions of package python3-torch-cuda
ReleaseVersionArchitectures
sid2.6.0+dfsg-7 (contrib)amd64,arm64
trixie2.6.0+dfsg-7 (contrib)amd64,arm64
upstream2.13.0
Popcon: 13 users (1 upd.)*
Newer upstream!
 License: DFSG free, but needs non-free components
Git

Packaging has started and developers might try the packaging code in VCS

python3-lasagne
deep learning library build on the top of Theano (Python3 modules)
Versions of package python3-lasagne
ReleaseVersionArchitectures
VCS0.1+git20200419.5d3c63c+ds-1all
Versions and Archs
 License: Expat
Debian package not available
Git
Version: 0.1+git20200419.5d3c63c+ds-1

Lasagne is a Python library to build and train deep (multi-layered) artificial neural networks on the top of Theano (math expression compiler). In comparison to other abstraction layers for that like e.g. Keras, it abstracts Theano as little as possible.

Lasagne supports networks like Convolutional Neural Networks (CNN, mostly used for image recognition resp. classification) and the Long Short-Term Memory type (LSTM, a subtype of Recurrent Neural Networks, RNN).

This package contains the modules for Python 3.
*Popularitycontest results: number of people who use this package regularly (number of people who upgraded this package recently) out of 277205