Search Results - RepositoryStats

73

263

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

922 commits to master branch, last one about a month ago

pycopent majianthu

31

159

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...

Created 2020-03-30

99 commits to master branch, last one 2 months ago

Associations.jl JuliaDynamics

13

154

other

8

Algorithms for quantifying associations, independence testing and causal inference from data.

julia entropy time-series associations causal-graphs cross-mapping hacktoberfest julia-language surrogate-data causal-inference transfer-entropy network-inference mutual-information distance-correlation independence-testing predictive-asymmetry partial-mutual-information conditional-mutual-information

Created 2018-05-30

336 commits to main branch, last one about a month ago

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

TIM mboudiaf

20

119

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

automatic_lidar_camera_calibration xmba15

29

116

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 4 years ago

WSI-finetuning invoker-LL

14

78

unknown

5

This is the official repository for our CVPR 2023 paper 'Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification'.

wsi end-to-end fine-tuning breast-cancer cervical-cancer mutual-information information-bottleneck computational-pathology

Created 2023-03-14

24 commits to main branch, last one 8 months ago

MIToS.jl diegozea

18

75

other

2

A Julia package to analyze protein sequences, structures, and evolutionary information

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

943 commits to master branch, last one about a month ago

Learning-Disentangled-Representations-via-Mutual-Information-Estimation MehdiZouitine

7

73

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 3 years ago

mafese thieu1995

22

65

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 6 months ago

GroupIM CrowdDynamicsLab

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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 4 years ago

NONANLibrary Nonlinear-Analysis-Core

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42

other

6

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 10 months ago

copent majianthu

10

41

unknown

2

R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test

r copula entropy causality mutualinf correlation copula-entropy normality-test two-sample-test causal-discovery transfer-entropy granger-causality information-theory mutual-information variable-selection change-point-detection conditional-independence-test conditional-mutual-information

Created 2020-04-15

67 commits to master branch, last one 6 months ago

bmi cbg-ethz

6

39

mit

4

Mutual information estimators and benchmark

python benchmark estimator mutual-information

Created 2022-08-21

125 commits to main branch, last one 17 days ago

Fault-Detection-in-DC-microgrids AliAmini93

1

35

unknown

1

Using DIgSILENT, a smart-grid case study was designed for data collection, followed by feature extraction using FFT and DWT. Post-extraction, feature selection. CNN-based and extensive machine learni...

cnn dwt fft svm digsilent random-forest anova-analysis neural-network data-augmentation feature-selection mutual-information xgboost-classifier pearson-correlation grid-search-hyperparameters linear-discriminant-analysis

Created 2023-09-03

33 commits to main branch, last one 3 months ago