Showing 19 open source projects for "random"

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  • 1
    PRMLT

    PRMLT

    Matlab code of machine learning algorithms in book PRML

    ...This package requires Matlab R2016b or latter, since it utilizes a new Matlab syntax called Implicit expansion (a.k.a. broadcasting). It also requires Statistics Toolbox (for some simple random number generator) and Image Processing Toolbox (for reading image data). The code is extremely compact. Minimizing code length is a major goal. As a result, the core of the algorithms can be easily spotted. Many tricks for speeding up Matlab code are applied (e.g. vectorization, matrix factorization, etc.). Usually, functions in this package are orders faster than Matlab builtin ones (e.g. kmeans). ...
    Downloads: 0 This Week
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  • 2
    Kalibr Allan

    Kalibr Allan

    IMU Allan standard deviation charts

    ...These plots are analyzed to determine noise density and random walk parameters for both gyroscopes and accelerometers. The repository also includes example data and plots from real sensors such as the XSENS MTI-G-700, Tango Yellowstone Tablet, and ASL-ETH VI-Sensor, providing reference points for interpretation.
    Downloads: 0 This Week
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  • 3

    octave-intinf

    Infinite-precision integer arithmetic for Octave, written in Octave

    ...The supported operations are: >> s = a = intinf (126) % Creation of intinf-class object from integer or string >> b = intinf ('-792716404922304611755050042308687') >> c = a + b % Addition >> d = a - b % Subtraction >> e = c * d % Multiplication >> f = (e - a^2) / b % Exponentiation, division >> f == -b % Logical operators >> [q, r] = intinf_divide (b^2, a) % Divsion and remainder >> x = intinf_rand (100) % Random number (here, with 100 digits) TODO: * Better errors. * Make a package loadable by octave's pkg function.
    Downloads: 0 This Week
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  • 4
    Matlab/Octave Rotations Library

    Matlab/Octave Rotations Library

    Library for working with 3D rotations in Matlab/Octave

    ...The rotation representations that are supported are rotation matrices (Rotmat), Quaternions (Quat), intrinsic ZYX Euler angles (Euler), fused angles (Fused) and tilt angles (Tilt). Operations such as composition, inversion, ZYX yaw extraction, fused yaw extraction, random generation, equality detection, vector rotation and much more have been implemented for each rotation representation. Tilt vector addition and the relative and absolute tilt phase spaces are also supported. Unit tests for each function are provided to ensure that the library is performant.
    Downloads: 1 This Week
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  • 5
    CRFasRNN

    CRFasRNN

    Semantic image segmentation method described in the ICCV 2015 paper

    CRF-RNN is a deep neural architecture that integrates fully connected Conditional Random Fields (CRFs) with Convolutional Neural Networks (CNNs) by reformulating mean-field CRF inference as a Recurrent Neural Network. This fusion enables end-to-end training via backpropagation for semantic image segmentation tasks, eliminating the need for separate, offline post-processing steps. Our work allows computers to recognize objects in images, what is distinctive about our work is that we also recover the 2D outline of objects. ...
    Downloads: 0 This Week
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  • 6
    cbsPlot

    cbsPlot

    A Matlab standalone application for Coherent Back Scattering analysis

    This software will be extremely useful for researchers involved in the analysis of data in coherent back scattering experiments to characterize optical media such as random structures, light harvesting materials and random laser media. Specific features in this program enables easy, fast and reliable evaluation of the mean free path of light in random media along with error estimation. The program incorporates manual as well as automatic noise removal functionality.
    Downloads: 0 This Week
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  • 7

    BiRW

    Bi-random Walks for Phenome-Genome Association Prediction

    ...BiRW is a package designed for analysis and prediction of the phenome-genome associations. BiRW package contains a program for analysis of circular bigraphs (CBGs) and the bi-random walk (BiRW) algorithm to capture the CBG patterns in the networks for unveiling human and mouse phenome-genome association. The processed OMIM human disease phenotype-gene association network and MGI mouse phentoype-gene association network are also released together with the source code.
    Downloads: 0 This Week
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  • 8
    C++, Matlab and Python library for Hidden-state Conditional Random Fields. Implements 3 algorithms: LDCRF, HCRF and CRF. For Windows and Linux, 32- and 64-bits. Optimized for multi-threading. Works with sparse or dense input features.
    Downloads: 1 This Week
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  • 9

    Tail Probability Calculator

    Tail probability calculator for continuous random variable

    A suite of Matlab functions that calculate the tail probability / cdf / pdf / quantile of linear combination of random variables in one of the following classes: (1) symmetric random variables with support on the real axis (normal, Student's t, uniform and triangular); (2) random variables with support on the positive real axis (chi-squared and log-Lambert W x chi-squared distributions; inverse gamma distribution is temporarily disabled due to numerical issues).
    Downloads: 0 This Week
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  • 10
    SBEToolbox

    SBEToolbox

    Systems Biology and Evolution Toolbox (SBEToolbox).

    SBEToolbox (Systems Biology and Evolution Toolbox) is being developed in MATLAB as a menu-driven UI software to determine various statistics of the biological network. Some of its features include (but not limited to) algorithms to create random networks (small-world, ring lattice etc..), deduce clusters in the network (MCL, mCode, clusterOne) etc... ******************************************************************************************************************************** PROJECT MIGRATED TO GITHUB FOR FUTURE UPDATES: https://github.com/biocoder/SBEToolbox/releases ******************************************************************************************************************************** Reference ( In Press ): ================= Konganti K, Wang G, Yang E, Cai JJ* (2013). ...
    Downloads: 0 This Week
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  • 11
    Rand Tree

    Rand Tree

    Random Tree Generator for MatLab

    RandTree is a MatLab based tree simulator program where the algorithm is based on Honda's model. We have used probabilistic generation of branches in order to simulate visually realistic tree structures. This program is designed to generate branching structures with bifurcation branching pattern (sympodial branching). By changing the probabilities and branching angles, you can generate different shapes of trees.
    Downloads: 2 This Week
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  • 12

    rebind

    Lattice simulation of biochemical reactions and diffusion

    ...Motivated by several biological examples, we study the behavior of covalent modification networks when the activating component is localized to a planar membrane in either a random or clustered configuration. Reactions and diffusion are implemented on a three-dimensional lattice.
    Downloads: 0 This Week
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  • 13
    Matlab, Maple and C/C++ applications of Linear Algebra in many domains, including curves in many dimensions, Cryptography and Chaos etc.
    Downloads: 0 This Week
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  • 14
    Tool for simulating Gaussian processes and Gaussian random fields with given function values and derivatives
    Downloads: 0 This Week
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  • 15
    PMoz is a simple photomosaic generation code written in Matlab. It uses Directed Random Search and variant of the same (!!!!) to generate awesome photomosaic animations
    Downloads: 0 This Week
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  • 16
    RFXPLOT is a versatile toolbox for data visualization for random effects (RFX) analyses in SPM.
    Downloads: 0 This Week
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  • 17
    This project intended to help teacher to prepare test works on math-based subjects. The engine is matlab-based program able to generate tasks in TeX format. The main feature is ability to form tasks with answers from TeX-templates with random initial dat
    Downloads: 0 This Week
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  • 18
    Matlab toolbox for generating random models for biochemical networks.
    Downloads: 0 This Week
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  • 19
    This script fills in a two dimensional surface with an unbroken, non-overlapping path. The path direction is random, so one can imaging a chess board filled with dominos, with the constraint that the layout of the dominos is complete (board is filled) an
    Downloads: 0 This Week
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