permutation-invariant

Here are 4 public repositories matching this topic...

tjuHaoXiaotian / pymarl3

We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superior performance on SMAC-V2.

permutation multiagent-reinforcement-learning starcraft2 starcraft2-ai permutation-equivariant permutation-invariant permutation-invariance permutation-equivariance

Updated Jan 7, 2024
Python

ufal / perin

Star

PERIN is Permutation-Invariant Semantic Parser developed for MRP 2020

semantic amr semantic-parser eds ucca permutation-invariant

Updated Aug 26, 2022
Python

alessiosavi / BeautyScorer

Star

BeautyScorer: A Permutation-Invariant Beauty Scoring Neural Network

transformer permutation-invariant beauty-industry beauty-score-ai

Updated Apr 13, 2026
Jupyter Notebook

Christian-Stefan / Audio-Source-Localization-and-Isolation-using-CNN

Star

A machine learning project utilizing a 1D CNN to simultaneously locate up to three acoustic sources. Features advanced signal processing techniques like Permutation Invariant Training (PIT) to stabilize learning, alongside a detailed analysis of how sampling rates and volume affect accuracy.

torch permutation convolutional-neural-network sound-sources torchaudio torchvision sound-source-localization quantization-error quantization-algorithm permutation-invariant sound-source-separation permutation-invariance sound-source-tracking machine-learning-signals

Updated Aug 15, 2026
Jupyter Notebook

Improve this page

Add a description, image, and links to the permutation-invariant topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the permutation-invariant topic, visit your repo's landing page and select "manage topics."

Learn more