torchsom: New PyTorch library for Self-Organizing Maps released

A new open-source Python library called torchsom has been released, offering a reference implementation for Self-Organizing Maps (SOMs) within the PyTorch framework. This library facilitates dimensionality reduction, clustering, and data visualization, leveraging PyTorch's GPU acceleration for efficient training. torchsom adheres to the scikit-learn API for user-friendliness and is available under the Apache 2.0 license. AI

IMPACT Provides a new tool for researchers and developers working with PyTorch for dimensionality reduction and clustering tasks.

RANK_REASON The cluster describes a new open-source library released as a research paper on arXiv. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv stat.ML →

• Apache Software License 2.0
• arXiv
• Hugging Face
• Luis Alejandro Berthier
• Python
• PyTorch
• scikit-learn
• torchsom

• paper
• product
• infra

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