Search Results - RepositoryStats

295

4.5k

unknown

52

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers...

jax jobs python pytorch autograd data-science deep-learning loss-functions graduate-school machine-learning pytorch-tutorial ensemble-learning feature-extraction information-theory bayesian-statistics logistic-regression interview-preparation artificial-intelligence convolutional-neural-networks

Created 2021-09-30

70 commits to main branch, last one 2 years ago

math-php markrogoyski

235

2.3k

mit

80

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; ...

php math matrix vector algebra finance regression statistics mathematics php-library probability combinatorics distributions number-theory linear-algebra information-theory numerical-analysis

Created 2016-04-03

3,366 commits to master branch, last one about a month ago

corex_topic gregversteeg

119

627

apache-2.0

29

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

python topic-modeling machine-learning information-theory unsupervised-learning

Created 2015-10-16

98 commits to master branch, last one 3 years ago

dit dit

86

493

bsd-3-clause

24

Python package for information theory.

python information-theory

Created 2013-09-29

1,908 commits to master branch, last one 9 months ago

infomap mapequation

88

416

agpl-3.0

18

Multi-level network clustering based on the Map Equation

infomap map-equation network-analysis information-theory clustering-algorithm

Created 2016-06-25

1,343 commits to master branch, last one about a year ago

NPEET gregversteeg

89

345

mit

18

Non-parametric Entropy Estimation Toolbox

python entropy estimator information-theory

Created 2014-10-10

40 commits to master branch, last one about a year ago

shifterator ryanjgallagher

29

273

apache-2.0

9

Interpretable data visualizations for understanding how texts differ at the word level

text-as-data text-analysis data-visualization digital-humanities information-theory sentiment-analysis natural-language-processing computational-social-science

Created 2018-05-16

136 commits to master branch, last one about a year ago

flutter_info newbalancem5

27

253

mit

33

📚Сборник русскоязычной информации по Flutter

bloc dart meetup flutter learning bloc-flutter provider-flutter information-theory

Created 2020-01-21

160 commits to main branch, last one 29 days ago

jidt jlizier

70

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 about a month ago

IDTxl pwollstadt

73

235

gpl-3.0

20

The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information theory.

complex-systems transfer-entropy information-theory active-information-storage partial-information-decomposition

Created 2015-07-16

992 commits to master branch, last one 4 months ago

mcr2 ryanchankh

40

189

unknown

6

Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

clustering deep-learning information-theory representation-learning

Created 2020-04-29

209 commits to master branch, last one 3 years ago

pycopent majianthu

29

139

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

95 commits to master branch, last one 4 days ago

bio_corex gregversteeg

30

137

apache-2.0

13

A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations

python machine-learning information-theory unsupervised-learning

Created 2017-02-13

54 commits to master branch, last one 2 years ago

philentropy drostlab

20

127

gpl-2.0

9

Information Theory and Distance Quantification with R

r statistics distance-measures information-theory similarity-measures distance-quantification parametric-distributions jensen-shannon-divergence

Created 2015-02-16

858 commits to master branch, last one 3 months ago

EntropyHub MattWillFlood

20

126

apache-2.0

6

An open-source toolkit for entropic data analysis.

chaos julia matlab python entropy complexity randomness time-series signal-analysis dynamical-systems signal-processing information-theory multiscale-entropy multivariate-entropy

Created 2021-01-05

275 commits to main branch, last one 2 days ago

einet jkbren

20

96

mit

4

Uncertainty and causal emergence in complex networks

scale network-science causal-emergence information-theory

Created 2019-01-27

61 commits to master branch, last one 2 years ago

InfoBERT AI-secure

7

82

unknown

3

[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

bert roberta language-models information-theory adversarial-attacks adversarial-defense adversarial-robustness

Created 2021-01-13

14 commits to master branch, last one 7 months ago

komm rwnobrega

13

79

gpl-3.0

7

An open-source library for Python 3 providing tools for analysis and simulation of analog and digital communication systems.

sequences modulation block-coding error-control source-coding communications pulse-formatting information-theory convolutional-coding

Created 2018-05-01

866 commits to main branch, last one 3 months ago

frites brainets

19

75

bsd-3-clause

11

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

ffx rfx brainweb brainhack statistics group-level cluster-based gaussian-copula information-theory brainhack-marseille functional-connectivity neurophysiological-data electrophysiological-data institut-neurosciences-timone

Created 2019-10-09

839 commits to master branch, last one 8 months ago

agtboost Blunde1

11

66

mit

4

Adaptive and automatic gradient boosting computations.

machine-learning adaptive-learning gradient-boosting information-theory

Created 2019-09-03

249 commits to master branch, last one 2 years ago

tidy sts10

4

66

mit

4

Combine and clean word lists

rust entropy wordlist rust-lang information-theory wordlist-generator wordlist-technique wordlist-processing

Created 2020-08-08

573 commits to main branch, last one 2 days ago

ProbQA srogatch

6

63

agpl-3.0

8

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 ...