Showing 236 open source projects for "bayesian"

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  • 1

    BNMCMC

    Infer Bayesian Network Structure from data using MCMC methods

    Infer Bayesian Network Structure from data using MCMC methods
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  • 2
    Edward

    Edward

    A probabilistic programming language in TensorFlow

    A library for probabilistic modeling, inference, and criticism. Edward is a Python library for probabilistic modeling, inference, and criticism. It is a testbed for fast experimentation and research with probabilistic models, ranging from classical hierarchical models on small data sets to complex deep probabilistic models on large data sets. Edward fuses three fields, Bayesian statistics and machine learning, deep learning, and probabilistic programming. Edward is built on TensorFlow...
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  • 3
    MOSGWA

    MOSGWA

    genome wide association studies / Bayesian-type information criteria

    MOSGWA is a tool for genome wide association studies (GWAS). It currently implements a search strategy using logistic regression and linear regression.
    Downloads: 0 This Week
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  • 4
    MrBayes
    MrBayes is a program for the Bayesian estimation of phylogeny. The project has been moved to GitHub: https://github.com/NBISweden/MrBayes
    Downloads: 5 This Week
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  • 5
    We introduce a nonparametric Bayesian clustering method for inhomogeneous Poisson processes to detect heterogeneous binding patterns of multiple proteins including transcription factors. The estimated protein clusters form regulatory modules in different chromatin states, which help explain how proteins work together in regulating gene expression. We applied this approach on ChIP-seq data for mouse neural stem cells containing 21 proteins and observed different groups or modules of proteins...
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  • 6
    The JAGS ALCOVE module is an extension for JAGS, which provides functions to enable a bayesian analysis with the ALCOVE model. See the README in Code for usage details.
    Downloads: 0 This Week
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  • 7

    BisSNP

    Bisulfite-seq/NOMe-seq SNPs & cytosine methylation caller

    Now in Github: https://github.com/dnaase/Bis-tools/tree/master/Bis-SNP BisSNP is a package based on the Genome Analysis Toolkit (GATK) map-reduce framework for genotyping in bisulfite treated massively parallel sequencing (Bisulfite-seq, NOMe-seq and RRBS) on Illumina platform. It uses bayesian inference with either manually specified or automatically estimated methylation probabilities of different cytosine context(not only CpG, CHH, CHG in Bisulfite-seq, but also GCH et.al. in other...
    Downloads: 15 This Week
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  • 8

    UBhara - Soft Computing

    Soft Computing untuk Universitas Bhayangkara

    Projek dalam mata kuliah soft computing yang ada pada Universitas Bhayangkara. Projek dibangun berdasarkan kelompok. Hasil akhir dari projek ini bertujuan menghasilkan sebuah prototipe sederhana atau artifak software berdasarkan open source. Cakupan aplikasi yang ingin dipahami, adalah salah satu, dari: JST, Expert System, Bayesian, ....
    Downloads: 0 This Week
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  • 9
    CABBaGe

    CABBaGe

    Classification Algorithm Based on a Bayesian method for Genomics

    Downloads: 0 This Week
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  • 10
    The Interaction Network Ontology (INO) is an ontology in the domain of interaction networks. INO develoment follows the OBO Foundry principles. INO can be used for automated reasoning such as literature mining and Bayesian network reasoning.
    Downloads: 0 This Week
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  • 11

    Meta-DTA

    Bayesian models, meta-analysis, statistical software, critical analysi

    Generally, when performing a meta-analysis of diagnostic tests, summary measures, such as sensitivity, specificity, and diagnostic odds ratios, are employed. However, they may not be adequate to integrate studies of diseases with varying prevalence . On the other hand, the cutoff points of the different studies are often unknown or heterogeneous, which is an added problem while using the abovementioned summary measures because they depend on a direct form of the cutoff points of cutused ....
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  • 12
    The KReator project is a collection of software systems, tools, algorithms and data structures for logic-based knowledge representation. Currently, it includes the software systems KReator and MECore and the library Log4KR: - KReator is an integrated development environment (IDE) for relational probabilistic knowledge representation languages such as Bayesian Logic Programs (BLPs), Markov Logic Networks (MLNs), Relational Maximum Entropy (RME), First-Order Probabilistic...
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  • 13

    exbayes

    examples of Bayesian computations

    The examples from my series of blog posts on how to use the Bayesian computations in practice.
    Downloads: 0 This Week
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  • 14
    faif

    faif

    C++ header only library with AI and bioinformatics algorithms

    C++ header only library, small and fast; Naive Bayesian Classifier, Decision Tree Classifier (ID3), DNA/RNA nucleotide second structure predictor, timeseries management, timeseries prediction, generic Evolutionary Algorithm, generic Hill Climbing algorithm and others.
    Downloads: 0 This Week
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  • 15
    PrivBayes

    PrivBayes

    Private Data Release via Bayesian Networks

    Downloads: 2 This Week
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  • 16
    BATS

    BATS

    Bayesian Adaptive Trial Simulator

    A user-friendly, quick simulator for Bayesian Multi-Arm Multi-Stage Trials
    Downloads: 0 This Week
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  • 17

    BayesAss

    Bayesian Inference of Recent Migration Using Multilocus Genotypes

    Inference of recent migration rates between populations using multi-locus marker genotype data.
    Downloads: 0 This Week
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  • 18

    BayeFM-MCMC-v1.0

    Fine mapping using Bayesian MCMC

    A new fine mapping method for detecting causitive variants (clusters) using Bayesian MCMC for complex traits. It is typically suitable to the GWAS identified region, which typically confines the causitive variant in a small region, say 1Mb or even small region. If there are enough variants are genotyped or imputed with high quality. The software is able to generate a set of credible sets t refine the causitive variants. The feature of the method is that (1) it detects multiple causitive...
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  • 19

    Master Thesis: cointegratedVAR

    compare sparse and Bayesian approach for estimation and forecasting

    A sparse and Bayesian approach for estimation and forecasting in cointegrated VAR models. Compares a sparse estimator put foreward by Wilms and Croux with a Bayesian approach used by Warne. This the Code written for my Master Thesis in applied mathematics.
    Downloads: 0 This Week
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  • 20

    EBprotV2

    Bayesian Analysis of labeling-based Quantitative Proteomics Data

    EBprotV2 is an extension to the existing EBprot (version 1) which adopts a more flexible non-parametric mixture model. It serves as an differential expression analysis tool which takes into account the direct peptide to protein hierarchy which differs from the usual analysis which occurs at the protein-summary level. The tool is implemented in C++ which minimize computational time and also, incorporates an additional module which help users to generate comparison ratios between groups with...
    Downloads: 0 This Week
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  • 21

    EBprot

    Bayesian Analysis of labeling-based Quantitative Proteomics Data

    EBprot implements a hierarchical mixture model directly representing the peptide-protein map. The model fit is used to score differential expression of proteins in a (signed) probability scale based on reproducible quantification over multiple peptides. The package takes as input a data matrix with each row containing the data for one peptide, including protein and peptide identifier and peptide ratio(s), and returns the protein-level score table with PPscore, BFDR, Posterior Odds score, and...
    Downloads: 0 This Week
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  • 22
    BayesRate

    BayesRate

    Bayesian estimation of diversification rates

    BayesRate is a program to estimate speciation and extinction rates from dated phylogenies in a Bayesian framework. The methods are described in: Silvestro, D., Schnitzler, J. and Zizka, G. (2011) A Bayesian framework to estimate diversification rates and their variation through time and space. BMC Evolutionary Biology, 11, 311 Silvestro D., Zizka G. & Schulte K. (2014) Disentangling the effects of key innovations on the diversification of Bromelioideae (Bromeliaceae). Evolution, 68, 163...
    Downloads: 0 This Week
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  • 23

    Pathoscope

    Predicts strains of genomes in Nextgen seq alignment file (sam/bl8)

    This page is here for archival purpose. Please visit github for the latest version of the software: https://github.com/pathoscope PathoScope takes next-generation sequencing reads from a mixture sample and predicts which genomes are present. We use a Bayesian framework combined with an initial reference-based alignment to assign reads to the correct genome of origin. Pathoscope 2.0: Wiki: http://sourceforge.net/p/pathoscope/wiki/Home/ Tutorial: http://sourceforge.net/projects...
    Downloads: 4 This Week
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  • 24

    Pyclamp

    A Python package used to extract and analyse electrophysiological data

    ... and size, and output the results. Quantal analysis : This part of the package performs simple variance-mean analysis and Bayesian quantal analysis to estimate the quantal sizea dn number of release sites among other measures.
    Downloads: 0 This Week
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  • 25

    BNP-Homology

    Alignment data for Protein Remote Homology Search

    Alignment data from the application of a Bayesian mixture model to protein remote homology detection.
    Downloads: 0 This Week
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