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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...
Created
2021-09-30
70 commits to main branch, last one 3 years ago
Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; ...
Created
2016-04-03
3,369 commits to master branch, last one 2 months ago
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
Created
2015-10-16
98 commits to master branch, last one 4 years ago
Python package for information theory.
Created
2013-09-29
1,916 commits to master branch, last one 10 days ago
Multi-level network clustering based on the Map Equation
Created
2016-06-25
1,356 commits to master branch, last one 2 months ago
Non-parametric Entropy Estimation Toolbox
Created
2014-10-10
40 commits to master branch, last one 2 years ago
πΠ‘Π±ΠΎΡΠ½ΠΈΠΊ ΡΡΡΡΠΊΠΎΡΠ·ΡΡΠ½ΠΎΠΉ ΠΈΠ½ΡΠΎΡΠΌΠ°ΡΠΈΠΈ ΠΏΠΎ Flutter
Created
2020-01-21
163 commits to main branch, last one 10 months ago
Interpretable data visualizations for understanding how texts differ at the word level
Created
2018-05-16
148 commits to master branch, last one about a month ago
JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems
Created
2015-07-23
932 commits to master branch, last one 11 days ago
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.
Created
2015-07-16
1,028 commits to master branch, last one 6 months ago
Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)
Created
2020-04-29
209 commits to master branch, last one 4 years ago
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
99 commits to master branch, last one 6 months ago
An open-source toolkit for entropic data analysis.
Created
2021-01-05
338 commits to main branch, last one 4 days ago
A flexible version of CorEx developed for bio-data challenges that handles missing data, continuous/discrete variables, multi-CPU, overlapping structure, and includes visualizations
Created
2017-02-13
54 commits to master branch, last one 3 years ago
Information Theory and Distance Quantification with R
Created
2015-02-16
863 commits to master branch, last one 4 months ago
Uncertainty and causal emergence in complex networks
Created
2019-01-27
61 commits to master branch, last one 3 years ago
Framework for Information Theoretical analysis of Electrophysiological data and Statistics
Created
2019-10-09
843 commits to master branch, last one 13 days ago
Combine and clean word lists
Created
2020-08-08
599 commits to main branch, last one about a month ago
An open-source library for Python 3 providing tools for analysis and simulation of analog and digital communication systems.
Created
2018-05-01
1,265 commits to main branch, last one 2 days ago
[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
Created
2021-01-13
14 commits to master branch, last one about a year ago
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 ...
Created
2017-07-06
370 commits to master branch, last one 3 years ago
A Coq formalization of information theory and linear error-correcting codes
Created
2017-12-20
1,001 commits to master branch, last one 10 days ago
Adaptive and automatic gradient boosting computations.
Created
2019-09-03
249 commits to master branch, last one 3 years ago
Periodic time series analysis tools based on information theory
Created
2016-07-10
119 commits to main branch, last one 10 months ago
A toolkit to boost the productivity of machine learning engineers.
Created
2020-04-08
260 commits to master branch, last one 2 years ago
Tensorflow 2 source code for the PI-SAC agent from "Predictive Information Accelerates Learning in RL" (NeurIPS 2020)
Created
2020-10-13
12 commits to master branch, last one about a year ago
R package for estimating copula entropy (mutual information), transfer entropy (conditional mutual information), and the statistic for multivariate normality test and two-sample test
Created
2020-04-15
67 commits to master branch, last one 10 months ago
Wordlists designed for generating passphrases
Created
2023-04-03
120 commits to main branch, last one about a month ago
A repository for word lists I've generated
Created
2022-03-24
214 commits to main branch, last one 2 months ago