Multi-level network clustering based on the Map Equation
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Updated
Sep 2, 2024 - C++
Multi-level network clustering based on the Map Equation
Probabilistic question-asking system: the program asks, the users answer. The minimal goal of the program is to identify what the user needs (a target), even if the user is not aware of the existence of such a thing/product/service.
C++/Python Information theoretic analyses tools
A C++ library for information theory and probability
A FASTQ lossless compression algorithm especially designed for nanopore sequencing FASTQ files.
A framework for viewpoint selection of 3D models
Calculating information theory quantities since 2017
🐙 Huffman code is a particular type of optimal prefix code that is commonly used for lossless data compression. The process of finding or using such a code proceeds by means of Huffman coding, an algorithm developed by David A. Huffman.
A suite of MATLAB/C and C++ tools for computing standard and extended versions of Thomas Schreiber's transfer entropy on sparse, binary time series.
Information-theoretic inverse planning for radiation treatment
DEFLATE Compression/Decompression Algorithm Implementation
Computation of Mutual Information based on Kernel Density Estimation. Implemented in C++ using Eigen.
Course Project of Information Theory
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.
FentonLab's WClust software used for spike sorting
Fast, parallelised epistasis detection using information theory
A Simple Implemetation for C++ encryption programs for Information Theory (IS201) Course. Represented in my tutrials.
Projects made in the Introduction to Information Theory uni subject
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