awesome-latex-drawing

by xinychen

awesome listTeXpushed almost 2 years ago

Drawing Bayesian networks, graphical models, tensors, technical frameworks, and illustrations in LaTeX.

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Latex drawings

A collection of academic drawing examples using LaTeX for various machine learning and technical frameworks

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forks: 156
watching: 38
awesome lists: 3
entries: 29

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29 links in 3 sections, with live GitHub stats.activeno commit in 2y

Contents / Table of Examples

Bayesian network of Bayesian CP factorization (BCPF)
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Bayesian network of Bayesian Gaussian CP (BGCP) factorization
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Bayesian network of Bayesian augmented tensor factorization (BATF)
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Bayesian network of Bayesian temporal matrix factorization (BTMF)
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Partially observed time series matrix and tensor
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Matrix and tensor time series prediction in the presence of missing values
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Undirected and circulant graphs on the relational data samples with certain degrees
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Laplacian convolutional time series modeling
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PDF and CDF functions of Erlang distribution
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PDF of normal distribution with different means and variances
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(Joint) PDF functions of Lognormal distributions
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Iterative process of conjugate gradient for solving a system of linear equations
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Random and non-random missing patterns
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Sine and Cosine functions
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Mechanism of time series forecasting
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Graphical illustration of the multivariate time series forecasting problem
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Graphical illustration of the temporal matrix factorization
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Graphical illustration of the rolling time series forecasting with temporal matrix factorization
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Graphical illustration for the (origin, destination, time slot) tensor
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Graphical illustration of the classical CP tensor factorization on a third-order tensor
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Graphical illustration of augmented tensor factorization (AuTF) model
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Graphical illustration of tensor completion task and its framework
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Graphical illustration of low-rank autoregressive tensor completion model
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Graphical illustration of singular value thresholding process of the tensor data with unitary transform
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Graphical illustration of low-rank tensor completion model
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Graphical illustration of low-rank tensor regression model
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Gallery / Bayesian Networks

Bayesian CP factorization of incomplete tensors with automatic rank determination
Qibin Zhao, Liqing Zhang, Andrzej Cichocki (2015). . IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(9): 1751-1763
BGCP.tex
Open in your overleaf project, then you will see the following pictures about BGCP (Bayesian Gaussian CP decomposition) model as a Bayesian network and a directed factor graph:
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Contents / Table of Examples

Gallery / Bayesian Networks

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