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Programming language: Go

License: MIT License

Tags: Science And Data Analysis

goent alternatives and similar packages

Based on the "Science and Data Analysis" category.
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gonum

9.3 8.2 goent VS gonum

Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Stats

8.5 2.0 goent VS Stats

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gonum/plot

8.4 5.4 goent VS gonum/plot

A repository for plotting and visualizing data
gosl

8.1 6.0 goent VS gosl

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
streamtools

7.7 0.0 goent VS streamtools

tools for working with streams of data
dataframe-go

7.5 0.0 goent VS dataframe-go

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goraph

7.2 0.0 goent VS goraph

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go-dsp

7.2 0.0 goent VS go-dsp

Digital Signal Processing for Go
chart

7.2 0.0 goent VS chart

Provide basic charts in go
graph

6.9 0.0 goent VS graph

Graph algorithms and data structures
gonum/mat64

6.8 0.0 goent VS gonum/mat64

The general purpose package for matrix computation. Package mat64 provides basic linear algebra operations for float64 matrices.
ewma

6.3 0.0 goent VS ewma

Exponentially Weighted Moving Average algorithms for Go.
go.matrix

6.2 0.0 goent VS go.matrix

linear algebra for go
calendarheatmap

6.0 6.4 goent VS calendarheatmap

📅 Calendar heatmap inspired by GitHub contribution activity
gohistogram

5.4 0.0 goent VS gohistogram

Streaming approximate histograms in Go
TextRank

5.2 0.0 goent VS TextRank

:wink: :cyclone: :strawberry: TextRank implementation in Golang with extendable features (summarization, phrase extraction) and multithreading (goroutine).
blas

4.9 0.0 goent VS blas

Go implementation of BLAS (Basic Linear Algebra Subprograms)
sparse

4.9 0.0 goent VS sparse

Sparse matrix formats for linear algebra supporting scientific and machine learning applications
pagerank

4.3 0.0 goent VS pagerank

Weighted PageRank implementation in Go
go-estimate

4.2 3.2 goent VS go-estimate

State estimation and filtering algorithms in Go
geom

3.7 0.0 goent VS geom

2d geometry for golang
vectormath

3.5 0.0 goent VS vectormath

Vectormath for Go
evaler

3.5 0.0 goent VS evaler

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jsonl-graph

3.5 0.0 goent VS jsonl-graph

🏝 JSONL Graph Tools
gostat

2.9 0.0 goent VS gostat

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gograph

2.8 7.2 goent VS gograph

A golang generic graph library that provides mathematical graph-theory and algorithms.
triangolatte

2.6 0.0 goent VS triangolatte

2D triangulation library. Allows translating lines and polygons (both based on points) to the language of GPUs.
permutation

2.5 0.0 goent VS permutation

Simple permutation package for golang
piecewiselinear

2.3 4.5 goent VS piecewiselinear

tiny linear interpolation library for go
ode

2.1 0.0 goent VS ode

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PiHex

2.0 0.0 goent VS PiHex

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GoStats

1.8 0.0 goent VS GoStats

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rootfinding

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assocentity

1.5 4.1 goent VS assocentity

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gofrac

1.3 0.0 goent VS gofrac

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bradleyterry

1.2 0.0 goent VS bradleyterry

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go-fn

1.2 0.0 goent VS go-fn

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go-gt

0.8 0.0 goent VS go-gt

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gobbs

0.6 0.0 goent VS gobbs

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0.3 0.0 goent VS gocomplex

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mudlark-go

0.1 0.0 goent VS mudlark-go

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Popular Comparisons

README

goent - GO Implementation of Entropy Measures

Measures for discrete state spaces

Averaged measures

Entropy
- Shannon
- Maximum Likelihood with Bias Correction
- Horvitz-Thompson
- Chao-Shen
Conditional Entropy
Mutual Information
Conditional Mutual Information
Max Entropy Estimations:
- Iterative Scaling
Information Decomposition (Bertschinger et al., 2014) for binary variables
Morphological Computation measures have been moved to gomi https://github.com/kzahedi/gomi

State-dependent measures

Mutual Information
Conditional Mutual Information
Entropy (Shannon)
Morphological Computation measures have been moved to gomi https://github.com/kzahedi/gomi

Measures for continuous state spaces

Averaged measures

Kraskov-Stoegbauer-Grassberger, Algorithm 1
Kraskov-Stoegbauer-Grassberger, Algorithm 2
Frenzel-Pompe
Morphological Computation measures have been moved to gomi https://github.com/kzahedi/gomi

State-dependent measures

Kraskov-Stoegbauer-Grassberger, Algorithm 1
Kraskov-Stoegbauer-Grassberger, Algorithm 2
Frenzel-Pompe
Morphological Computation measures have been moved to gomi https://github.com/kzahedi/gomi

References:

T. M. Cover and J. A. Thomas. Elements of Information Theory, Volume 2nd. Wiley, Hoboken, New Jersey, USA, 2006.
I. Csiszar. i-divergence geometry of probability distributions and minimization problems. Ann. Probab., 3(1):146–158, 02 1975.
A. Chao and T.-J. Shen. Nonparametric estimation of shannon’s index of diversity when there are unseen species in sample. Environmental and Ecological Statistics, 10(4):429–443, 2003.
S. Frenzel and B. Pompe. Partial mutual information for coupling analysis of multivariate time series. Phys. Rev. Lett., 99:204101, Nov 2007.
A. Kraskov, H. Stoegbauer, and P. Grassberger. Estimating mutual information. Phys. Rev. E, 69:066138, Jun 2004. Bertschinger2013aQuantifying
N. Bertschinger, J. Rauh, E. Olbrich, J. Jost, and N. Ay, Quantifying unique information, CoRR, 2013