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The Top 10 Information Bottleneck Open Source Projects

Open source projects categorized as Information Bottleneck
Categories > Information Bottleneck
Fan ⭐ 389
Official PyTorch implementation of Fully Attentional Networks
most recent commit 2 years ago
Awesome Information Bottleneck ⭐ 256
This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.
most recent commit 6 months ago
Gib ⭐ 116
Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs
most recent commit 2 years ago
Vib Pytorch ⭐ 46
Pytorch implementation of Deep Variational Information Bottleneck
most recent commit 6 years ago
Cdrib ⭐ 19
[ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck
most recent commit 2 years ago
Vibtcr ⭐ 17
Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022
most recent commit a year ago
Microbiome Mvib ⭐ 16
Microbiome-based disease prediction with multimodal variational information bottlenecks, Grazioli et al., PLOS Computational Biology 2022
most recent commit 2 years ago
Pac Bayes Ib ⭐ 13
Official repo for PAC-Bayes Information Bottleneck (ICLR-2022).
most recent commit 2 years ago
Mre Ise ⭐ 10
About Codes for ACL 2023 paper: Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling.
most recent commit 5 months ago
Nonlinear Ib Pytorch ⭐ 8
Pytorch Implementation of the Nonlinear Information Bottleneck
most recent commit 5 years ago
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