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ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml_notes

机器学习算法的公式推导以及numpy实现

mobs

multgraphmodels

Associated Code for Shaddox et al (2018). A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD. Statistics in Biosciences, 10(1), 59-85.

networkx

Official NetworkX source code repository.

neurobn

Bayesian Networks for Neuroscience

ngraph.path

Path finding in a graph

nomad-algorithm

A testing platform for intelligent optimization algorithm based on Matlab with CEC2013 benchmark

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

npbayes_fmri

User friendly MATLAB GUI for Bayesian nonparametric spatio-temporal modeling of fMRI data. Accompany paper: Kook et al. (2019). NPBayes-fMRI: Nonparametric Bayesian General Linear Models for Single- and Multi-Subject fMRI Data. Statistics in Biosciences, 11(1), 3-21.

nsfc-latex

onlinepythontutor

Visualize Python, Java, JavaScript, TypeScript, Ruby, C, and C++ code execution in your Web browser

opengm

A C++ Library for Discrete Graphical Models

openpnl

Open Source Probabilistic Networks Library from Intel

pandoc

Universal markup converter

pdf2htmlex

Convert PDF to HTML without losing text or format.

pgmpy

Python Library for learning (Structure and Parameter) and inference (Statistical and Causal) in Bayesian Networks.

plotneuralnet

Latex code for making neural networks diagrams

pml-book

"Probabilistic Machine Learning" - a book series by Kevin Murphy

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

primo

This is an implementation of a Bayesian Network in Python

probabilistic-graphical-models

Code for Implementation, Inference, and Learning of Bayesian and Markov Networks along with some practical examples.

probabilisticgraphmodels

Use bnt master for Naive Bayes, to predict diseased using dataset : http://archive.ics.uci.edu/ml/datasets/Heart+Disease

pso

Implementation of PSO in MATLAB

pso-vrpwt

离散粒子群优化问题

pso-vs-woa

The Matlab/Octave code contains codes of Whale Optimization Algorithm and Particle Swarm Optimization.

py-causal

pybn

Bayesian Networks in Python

pygm

Python toolbox for graphical models