Package: python3-torch-cluster (1.6.3-1 and others)

Links for python3-torch-cluster

Debian Resources:

Download Source Package pytorch-cluster:

Maintainers:

External Resources:

Homepage [github.com]

Similar packages:

PyTorch extension library of optimized graph cluster algorithms (Python 3)

This package consists of a small extension library of highly optimized graph cluster algorithms for the use in PyTorch. The package consists of the following clustering algorithms:

 * Graclus from Dhillon et al.: Weighted Graph Cuts without Eigenvectors: A
   Multilevel Approach
 * Voxel Grid Pooling from, e.g., Simonovsky and Komodakis: Dynamic
   Edge-Conditioned Filters in Convolutional Neural Networks on Graphs
 * Iterative Farthest Point Sampling from, e.g. Qi et al.: PointNet++: Deep
   Hierarchical Feature Learning on Point Sets in a Metric Space
 * k-NN and Radius graph generation
 * Clustering based on nearest points
 * Random Walk Sampling from, e.g., Grover and Leskovec: node2vec: Scalable
   Feature Learning for Networks

All included operations work on varying data types and are implemented both for CPU and GPU.

This package installs the library for Python 3.

Other Packages Related to python3-torch-cluster

depends

recommends

suggests

enhances

dep: libc6 (>= 2.32)

GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb
dep: libgcc-s1 (>= 3.0)

GCC support library
dep: libstdc++6 (>= 13.1)

GNU Standard C++ Library v3
dep: libtorch2.0 (>= 2.0.1+dfsg) [ppc64el]

Tensors and Dynamic neural networks in Python (Shared Objects)
dep: libtorch2.1 (>= 2.1.2+dfsg) [not ppc64el]

Tensors and Dynamic neural networks in Python (Shared Objects)
dep: python3

interactive high-level object-oriented language (default python3 version)

dep: python3 (<< 3.12)

dep: python3 (>= 3.11~)
dep: python3-scipy

scientific tools for Python 3
dep: python3-torch

Tensors and Dynamic neural networks in Python (Python Interface)

Download python3-torch-cluster

Download for all available architectures
Architecture	Version	Package Size	Installed Size	Files
amd64	1.6.3-1+b1	264.5 kB	1,797.0 kB	[list of files]
arm64	1.6.3-1+b1	241.2 kB	2,085.0 kB	[list of files]
ppc64el	1.6.3-1	262.2 kB	2,340.0 kB	[list of files]
s390x	1.6.3-1+b1	267.7 kB	1,933.0 kB	[list of files]