kolmogorov-complexity

There are 1 repository under kolmogorov-complexity topic.

sztal / pybdm
Python implementation of block decomposition method for approximating algorithmic complexity
algorithmic-complexity kolmogorov-complexity data-science algorithmic-information-theory algorithmic-information-dynamics complexity
Language:Python 34
algorithmicnaturelab / OACC
Repository for the Online Algorithmic Complexity Calculator
kolmogorov-complexity algorithmic-information-theory logical-depth algorithmic-probability
Language:R 22
0xnurl / mdlrnn-torch
Minimum Description Length Recurrent Neural Networks (MDLRNNs) in PyTorch
kolmogorov-complexity minimum-description-length
Language:Python 18
taucompling / mdlrnn
Minimum Description Length Recurrent Neural Networks
neural-network kolmogorov-complexity minimum-description-length recurrent-neural-networks
Language:Python 17
andandandand / OACC
Repository for the Online Algorithmic Complexity Calculator
kolmogorov-complexity algorithmic-information-theory r shiny
Language:R 13
COVID-Genome-Computational-Analysis
0xpranjal / COVID-Genome-Computational-Analysis
Computational predictions of protein attributes associated with COVID-19 using Data Science techniques
covid-genome-ds covid 19 sars sars-cov-2 rna sequence compressed lzma kolmogorov-smirnov kolmogorov-complexity spike glycoprotein healthcare dna complete-genome-analysis rna-sequence protein-sequence
Language:Jupyter Notebook 7
benrayfield / hyperquasicrystal
(TODO) actually callable javascript lambdas of infinitely threadable (potentially massively-multiplayer) godel-like-numbering-secure low latency neuralnet approximation of hypercomputation of the iota combinator sparse-emulating debugger breakpoints of itself, in javascript lambdas, such as naming every possible lambda by a 256 bit merkle id
agi combinator energy-functions entropy hypercomputation kolmogorov-complexity lambda-functions matrix neural-networks qlearning quasicrystal thermodynamics topology
Language:JavaScript 7
andandandand / ImageAnalysisWithAlgorithmicInformation
kolmogorov-complexity image-processing computer-vision texture-analysis graph-complexity
Language:Mathematica 5
andandandand / Network-Robustness-by-Kolmogorov-Complexity
Estimation of the robustness of networks to attacks directed using Kolmogorov complexity as estimated by the Block Decomposition Method.
kolmogorov-complexity network-analysis network-science graphs bdm
Language:Mathematica 5
simonschoelly / InformationDistances.jl
A small Julia library for calculating the normalized compression distance.
normalized-compression-distance information-distance string-distance compression kolmogorov-complexity hacktoberfest
Language:Julia 4
matanabudy / mdl-hn
Minimum Description Length Hopfield Networks
associative-memory hopfield hopfield-network hopfield-networks hopfield-neural-network kolmogorov-complexity minimum-description-length
Language:Python 2
To-jak / Impact-of-Context-for-Image-Recognition
In Kolmogorov's sense of complexity, conditional complexity allows to take some background knowledge into account for description complexity. Can this concept be applied to image recognition? I did a quick experiment to try to highlight this process in the context of image recognition.
kolmogorov-complexity image-recognition
Language:Jupyter Notebook 2
dirac292 / DNA-Sequence-Compression-Analysis
DNA Sequencing Analysis using compression algorithms
bioinformatics compression compression-algorithm kolmogorov-complexity lzw-compression shannon-entropy komorog
Language:Python 1
zhongyuchen / kolmogorov-complexity
Write the shortest possible programs to generate given strings
kolmogorov-complexity
Language:C++ 1
ZJLAB-AMMI / VAE4OOD
Python code to implement an efficient approach to unsupervised OOD detection with VAE
deep-learning kolmogorov-complexity ood-detection unsupervised-learning vae variational-autoencoder
Language:Python 1
fedemengo / d2bist
A CLI utility to handle data as binary string
binary-strings kolmogorov-complexity entropy
Language:Go 0
julienijs / Linguistic-complexity
Measuring linguistic complexity through information theory
language linguistic-analysis linguistic-complexity linguistics morphology syntax information-theory kolmogorov-complexity
Language:Python 0
andandandand / MILS
algorithmic-information-theory kolmogorov-complexity information-theory image-processing network-science
Language:Mathematica