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GitHub topics: mutual-information-neural-estimator

ChenLiu-1996/DiffusionSpectralEntropy

[ICMLW 2023, IEEE CISS 2024] Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy

Language: Python - Size: 47.9 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

jElhamm/Deep-Learning-for-Channel-Coding-MI-Estimation

"Simulations for the paper 'Deep Learning for Channel Coding via Neural Mutual Information Estimation' by Rick Fritschek, Rafael F. Schaefery, and Gerhard Wunder"

Language: Jupyter Notebook - Size: 539 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

mieskolainen/icenet

D<ee>p Learning [dev library]

Language: Python - Size: 27.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 6

sunfanyunn/InfoGraph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

Language: Python - Size: 131 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 312 - Forks: 45

mzgubic/MINE

Mutual Information Neural Estimator implemented in Tensorflow

Language: Jupyter Notebook - Size: 92.8 KB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 46 - Forks: 16

ChengzhangZhu/MINE

Keras implementation (only for tensorflow backend) of MINE: Mutual Information Neural Estimation

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 18 - Forks: 3

tiagoCuervo/MINE

A Pytorch implementation of the Mutual Information Neural Estimator

Language: Python - Size: 61.5 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 2

mohith-sakthivel/mine-pytorch

Implementation of Information Bottleneck with Mutual Information Neural Estimation (MINE)

Language: Python - Size: 86.9 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 5 - Forks: 2

ferdiko/MI-for-NAS

Mutual information for fine-grained network analysis in neural architecture search

Size: 3.8 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0