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集合主题趋势排行榜
#

information-theory

Website
Wikipedia
https://static.github-zh.com/github_avatars/BoltzmannEntropy?size=40
BoltzmannEntropy / interviews.ai

#计算机科学#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...

数据科学机器学习深度学习interview-preparationjobs人工智能pytorch-tutorialgraduate-schoolPyTorchPythonjaxautogradinformation-theorybayesian-statisticsconvolutional-neural-networksensemble-learningfeature-extractionlogistic-regressionloss-functions
4.63 k
3 年前
https://static.github-zh.com/github_avatars/markrogoyski?size=40
markrogoyski / math-php

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

数学linear-algebra统计Matrixprobabilitydistributionsregressionnumerical-analysisinformation-theorynumber-theoryvectorfinancealgebraPHPphp-library
PHP 2.38 k
5 个月前
https://static.github-zh.com/github_avatars/gregversteeg?size=40
gregversteeg / corex_topic

#计算机科学#Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

Python机器学习unsupervised-learningtopic-modelinginformation-theory
Python 635
4 年前
https://static.github-zh.com/github_avatars/dit?size=40
dit / dit

Python package for information theory.

Pythoninformation-theory
Python 541
1 个月前
https://static.github-zh.com/github_avatars/mapequation?size=40
mapequation / infomap

Multi-level network clustering based on the Map Equation

network-analysisinformation-theory
C++ 462
5 个月前
https://static.github-zh.com/github_avatars/gregversteeg?size=40
gregversteeg / NPEET

Non-parametric Entropy Estimation Toolbox

Pythoninformation-theoryentropy
Python 407
3 年前
https://static.github-zh.com/github_avatars/gregversteeg?size=40
gregversteeg / CorEx

#计算机科学#CorEx or "Correlation Explanation" discovers a hierarchy of informative latent factors. This reference implementation has been superseded by other versions below.

Python机器学习unsupervised-learninginformation-theory
Python 305
8 年前
https://static.github-zh.com/github_avatars/newbalancem5?size=40
newbalancem5 / flutter_info

#学习与技能提升#📚Сборник русскоязычной информации по Flutter

FlutterDartblocmeetupinformation-theorylearning
283
1 年前
https://static.github-zh.com/github_avatars/ryanjgallagher?size=40
ryanjgallagher / shifterator

#自然语言处理#Interpretable data visualizations for understanding how texts differ at the word level

自然语言处理sentiment-analysisinformation-theorycomputational-social-sciencedigital-humanitiestext-analysis数据可视化
Python 278
4 个月前
https://static.github-zh.com/github_avatars/jlizier?size=40
jlizier / jidt

JIDT: Java Information Dynamics Toolkit for studying information-theoretic measures of computation in complex systems

information-theoryentropyJavaPythonMATLABoctave
Java 271
1 个月前
https://static.github-zh.com/github_avatars/pwollstadt?size=40
pwollstadt / IDTxl

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.

information-theorycomplex-systems
Python 266
2 个月前
https://static.github-zh.com/github_avatars/ryanchankh?size=40
ryanchankh / mcr2

#计算机科学#Official Implementation of Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction (2020)

representation-learninginformation-theory深度学习clustering
Python 199
3 年前
https://static.github-zh.com/github_avatars/MattWillFlood?size=40
MattWillFlood / EntropyHub

#时序数据库#An open-source toolkit for entropic data analysis.

chaoscomplexitydynamical-systemsentropyinformation-theoryJulia 语言MATLABPythonrandomnesssignal-processingtime-series
TeX 164
1 个月前
https://static.github-zh.com/github_avatars/majianthu?size=40
majianthu / pycopent

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...

causal-discoverycorrelationinformation-theorycausalityPythonhypothesis-testingentropychange-detection
Python 164
8 个月前
https://static.github-zh.com/github_avatars/gregversteeg?size=40
gregversteeg / bio_corex

#计算机科学#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机器学习unsupervised-learninginformation-theory
Python 142
4 年前
https://static.github-zh.com/github_avatars/drostlab?size=40
drostlab / philentropy

Information Theory and Distance Quantification with R

information-theorysimilarity-measures统计R
R 140
6 个月前
https://static.github-zh.com/github_avatars/jkbren?size=40
jkbren / einet

Uncertainty and causal emergence in complex networks

network-scienceinformation-theoryscale
Jupyter Notebook 112
4 年前
https://static.github-zh.com/github_avatars/brainets?size=40
brainets / frites

Framework for Information Theoretical analysis of Electrophysiological data and Statistics

information-theory统计
Python 91
2 个月前
https://static.github-zh.com/github_avatars/rwnobrega?size=40
rwnobrega / komm

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

communicationsinformation-theory
Python 88
6 天前
https://static.github-zh.com/github_avatars/sts10?size=40
sts10 / tidy

Combine and clean word lists

Rustwordlist-techniquewordlist-generatorwordlistentropyinformation-theory
Rust 88
3 个月前
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