11 results found Sort:

jlizier
jidt jlizier
71
251
gpl-3.0
22
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
java matlab octave python entropy transfer-entropy information-theory mutual-information conditional-transfer-entropy conditional-mutual-information
Created 2015-07-23
920 commits to master branch, last one 2 months ago
majianthu
pycopent majianthu
30
141
gpl-3.0
3
Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in...
copula python entropy causality changepoint correlation copula-entropy normality-test two-sample-test causal-discovery change-detection transfer-entropy granger-causality hypothesis-testing information-theory mutual-information variable-selection change-point-detection conditional-independence-test conditional-mutual-information
Created 2020-03-30
95 commits to master branch, last one about a month ago
fbrundu
pymrmr fbrundu
37
138
mit
2
Python3 binding to mRMR Feature Selection algorithm (currently not maintained)
data-science gene-expression feature-selection mutual-information computational-biology
Created 2017-03-09
228 commits to master branch, last one 3 years ago
JuliaDynamics
CausalityTools.jl JuliaDynamics
12
137
other
5
Algorithms for detecting associations, dynamical influences and causal inference from data.
julia entropy time-series cross-mapping hacktoberfest julia-language surrogate-data causal-inference transfer-entropy mutual-information distance-correlation predictive-asymmetry
Created 2018-05-30
326 commits to main branch, last one 8 months ago
mboudiaf
TIM mboudiaf
18
116
mit
6
(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297
few-shot neurips-2020 few-shot-learning mutual-information optimization-methods transductive-learning few-shot-classifcation
Created 2020-06-10
20 commits to master branch, last one about a year ago
xmba15
automatic_lidar_camera_calibration xmba15
26
92
unknown
2
auto-calibration of lidar and camera based on maximization of intensity mutual information
livox-lidar mutual-information lidar-camera-fusion lidar-camera-calibration
Created 2020-10-02
1 commits to master branch, last one 3 years ago
MehdiZouitine
Learning-Disentangled-Representations-via-Mutual-Information-Estimation MehdiZouitine
8
69
mit
2
Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)
gan pytorch deep-learning disentanglement mutual-information representation-learning disentangled-representations generative-adversarial-network
Created 2021-07-18
33 commits to master branch, last one 2 years ago
diegozea
MIToS.jl diegozea
18
65
other
2
Mutual Information Tools for protein Sequence analysis in Julia
pdb pfam sifts biology proteins coevolution conservation bioinformatics julia-language protein-evolution protein-structure mutual-information protein-sequence-analysis structural-bioinformatics multiple-sequence-alignment
Created 2015-06-18
822 commits to master branch, last one 19 hours ago
thieu1995
mafese thieu1995
20
53
gpl-3.0
1
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
relief-f optimization knn-classifier svm-classifier wrapper-methods machine-learning subset-selection feature-selection genetic-algorithm feature-extraction mutual-information decision-tree-classifier dimensionality-reduction harris-hawks-optimization pearson-correlation-coefficient
Created 2022-10-04
151 commits to main branch, last one 14 days ago
CrowdDynamicsLab
GroupIM CrowdDynamicsLab
13
45
bsd-3-clause
4
Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)
pytorch mutual-information group-recommendations recommendation-system collaborative-filtering
Created 2020-05-23
3 commits to master branch, last one 3 years ago
Nonlinear-Analysis-Core
NONANLibrary Nonlinear-Analysis-Core
11
37
other
5
This is our standard library for nonlinear analysis. Many of these functions are the same we use in our services. We do have additional methods that are not public but could be made available in a fut...
ami chaos entropy lyapunov surrogate relative-phase entropy-measures nearest-neighbors lyapunov-exponents mutual-information detrended-fluctuation-analysis
Created 2021-05-14
83 commits to main branch, last one 4 months ago