GitHub topics: mutual-information-estimation
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: 3 months ago - Pushed at: 11 months ago - Stars: 3 - Forks: 0
lbusellato/dl_project
Final project for the Deep Learning course @ UniVR
Language: Python - Size: 183 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
VishnuBeji/Information-Bottleneck-in-Deep-Learning
Implementation and Analysis of Information Bottleneck Theory of Deep Learning
Language: Jupyter Notebook - Size: 18.6 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0
TJetka/SLEMI
Statistical Learning based Estimation of Mutual Information. R CRAN package.
Language: HTML - Size: 18.6 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1
gutmanngroup/tre_code Fork of benrhodes26/tre_code
Python code for the paper "Telescoping Density-Ratio Estimation", NeurIPS 2020
Size: 1.43 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
joe-ip2/MINE
Implement Mutual Information Neural Estimator with TensorFlow 2
Language: Python - Size: 121 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
ankithmo/estimateMI
PyTorch implementation of the estimator proposed in the paper "Estimating Differential Entropy under Gaussian Convolutions"
Language: Python - Size: 79.9 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 5 - 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: over 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2
nicolasigor/entropy
Entropy and Mutual Information Estimation
Language: Jupyter Notebook - Size: 283 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
