A learning module on Information Theory
-
Updated
Feb 28, 2020 - TeX
A learning module on Information Theory
Analysis tools for Vertex Models of Epithelia, Path Entropy
Simple python module implementation of shannon entropy
Course Project of Information Theory
Using information theory to inform experimental design with GPU acceleration. Computing group project as part of the MSc in Bioinformatics and Theorectical Systems Biology at Imperial College London 2016/2017.
This source code implements the huffman algorithm to perform the compression of a plain text file. for this a file is generated which contains the probabilities of each of the symbols defined in the symbols dictionary.
A numerical library for evaluating the communication value of a quantum channel.
Information Theory and Coding Course Project - BER PERFORMANCE ANALYSIS OF LINEAR BLOCK CODES
What is the optimal first guess for Katla?
PyTorch implementation of variational entropy-constrained vector quantization.
Learned both learning and problem solving to develop statistical models for real-world AI applications
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.
Direct ITR optimisation for SSVEP-based BCI
Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"
An AI for the game hangman which uses information theoretical metrics to determine the optimal letters to guess.
This work shows an overview about the Tree Decision algorihtm using the Iris dataset.
NTU CSIE - Information Theory and Coding Techniques, 2019 Spring, Prof. Ja-Ling Wu
Laboratory exercise for Information Theory @ FER
Pattern-Based, Zoneless Method for Analysis and Visualization of Racial Topography
Add a description, image, and links to the information-theory topic page so that developers can more easily learn about it.
To associate your repository with the information-theory topic, visit your repo's landing page and select "manage topics."