Topic: "mutual-information-estimators"
syanga/pycit
(Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information estimators. Supports continuous, discrete, and mixed data, as well as multiprocessing.
Language: Python - Size: 122 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 5
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
zoppellarielena/Estimation-and-Analysis-of-Mutual-Information-in-a-Recurrent-Neural-Network
This project, developed as part of the "Information Theory and Inference" exam, aims to use different discrete and continous estimators to calculate the mutual information between layers of a RNN trained to perform a cognitive task.
Language: Jupyter Notebook - Size: 7.68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
