Search Results for "matrix"
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Showing 21 open source projects for "matrix"
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MPIGeneNet
Parallel tool to construct gene co-expression networks
MPIGeneNet is a parallel tool to construct gene co-expression networks using Pearson’s correlation and Random Matrix Theory (RMT). This tool takes as input a matrix with the expression values (a float value) for different genes observed from several samples. It is a parallelization of RMTGenNet tool (https://github.com/spficklin/RMTGeneNet). MPIGeneNet integrates the whole procedure of creating the in one program, which makes the tool easier to work with (the users only have to launch the application once) and avoids writing/reading from intermediate files among the modules. -
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Pysces
PySCeS is the Python Simulator of Cellular Systems
PySCeS is the Python Simulator of Cellular Systems. For a network of coupled reactions it does a stoichiometric matrix analysis, calculates the time course and steady state, and does a complete control analysis. -
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Nexplorer is a web-based phylogenetic browser, used to view and edit comparative data, and ideal for creating publication-quality views in which the tips of a tree are aligned with the rows of a character matrix (e.g., a sequence alignment).
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miRDiana
MATLAB package to find the miRNAs targeting a list of genes
...It strips the miRNA names from the species ids and converts the gene names to the official symbols of the National Center for Biotechnology Information (NCBI) database. Next, for each potential gene target it calculates an incidence matrix with all the miRNAs of each database targeting such gene. Finally, it builds a consensus matrix with the cases of the appearance of each miRNA in the four analyzed miRNA databases. -
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MPICorMat
Parallel tool to construct correlation similarity matrices
MPICorMat is a parallel tool to construct correlation similarity matrices as part of the procedure to generate gene co-expression networks. This tool takes as input a matrix with the expression values (a float value) for different genes observed from several samples. It is a parallelization of the first module of the RMTGenNet tool (https://github.com/spficklin/RMTGeneNet). RMTGeneNet users can exchange this CCM module by MPICorMat, benefit from its fast computation to generate the similarity matrix, and then use the similarity matrix as input for the second module (RMM) to construct the final gene co-expression network. -
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Kinannote
Protein Kinase Identification and Classification
Kinannote identifies and classifies protein kinases in a user-provided fasta file using an HMM derived from serine/threonine protein kinases, a position specific scoring matrix derived from the HMM, and comparison with a local version of the curated kinase database from kinase.com. If the user inputs a complete proteome, additional modules evaluate the completeness of the kinome and place it in context with reference kinomes. Kinannote runs on a unix command line and depends on local hmmer 2 and Blast 2.24 installations. ... -
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SPANDx
Comparative analysis of haploid next-generation genome sequence data
...SPANDx produces SNP and indel matrices for downstream phylogenetic analyses. Annotated, genome-wide SNPs and indels can also be identified if specified, and are output in human readable format. A presence/absence matrix is also generated to allow you to identify the core/accessory genome content across all your genomes. The outputs generated by SPANDx can be imported into PLINK for microbial genome-wide association study (mGWAS) analyses. SPANDx can utilise PBS, SGE or SLURM for resource management. SPANDx can also run directly on the command line if no resource manager is available. ... -
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LightSpMV
lightweight GPU-based sparse matrix-vector multiplication (SpMV)
LightSpMV is a novel CUDA-compatible sparse matrix-vector multiplication (SpMv) algorithm using the standard compressed sparse row (CSR) storage format. We have evaluated LightSpMV using various sparse matrices and further compared it to the CSR-based SpMV subprograms in the state-of-the-art CUSP and cuSPARSE. Performance evaluation reveals that on a single Tesla K40c GPU, LightSpMV is superior to both CUSP and cuSPARSE, with a speedup of up to 2.60 and 2.63 over CUSP, and up to 1.93 and 1.79 over cuSPARSE for single and double precision, respectively. -
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Protein Contact Matrix Generator
Command line application to generate contact matrix from proteins (3D)
A protein contact matrix is 2D representation of the distances between amino acid residues in a 3D protein structure. Protein Contact Map Generator (PCMGen) is a command line tool which takes protein 3D structures (PDB format files) as input and computes contact distances between two chains (from single or two different proteins). These matrix files can be further visualised as Contact Maps using other visualization tools/ programs (like R-heatmaps). -
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Gen3D
A tool for 3D genome and chromosome structural model construction
Gen3D is an application designed to determine three-dimensional genome and chromosome models. It uses chromosomal contact data to construct three-dimensional conformations. This method can generate three-dimensional chromosomal models satisfying a large portion of chromosomal contacts. The software is developed in Prof. Jianlin Cheng's Bioinformatics, Data Mining and Machine Learning Laboratory in the Computer Science Department at the University of Missouri - Columbia, USA. The project... -
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Coulson Plot Generator
Graphics generator for pie diagram matrix from spreadsheets
For comparative plus/minus spreadsheet data, Coulson Plot Generator application creates a multiple pie diagram, for a rapid visual comparison of subunit occupancy across a range of entities. Numbers of pies, segments, labels and colours are customisable. Creates an editable PDF from a comma separated text file. Now with zoom capability and more memory, for larger datasets. Save images in several formats including SVG. -
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GENESIS (GEneral NEural SImulation System) is a software platform for the simulation of neural systems ranging from subcellular components and biochemical reactions to complex models of single neurons, large networks, and systems-level processes.
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mx is a Ruby/Rails code base with broad application in evolutionary biology, it includes general functionality for matrix handling, sequence management, ontology construction, specimen handling, taxonomic catalogs, taxonomic descriptions and more
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MatrixMaker
Custom substitution matrix creator
Create custom substitution matrices for BLAST protein search. Easy to use GUI based application. -
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FFP (Feature frequency profile) is an alignment free comparison tool for phylogenetic analysis and text comparison. It can be applied to nucleotide sequences, complete genomes, proteomes and even used for text comparison.
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Phenex is an application for annotating taxa and phenotypes in character matrix files with ontology terms. Phenex saves ontology annotations alongside traditional character matrix data using the NeXML format standard for evolutionary data. Current Phenex development is taking place at GitHub: https://github.com/phenoscape/Phenex
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If you manage phylogenetic data, Bio::NEXUS can make your life easier with a library and ready-made tools to manipulate and visualize NEXUS files (see http://www.molevol.org/nexplorer and http://search.cpan.org/dist/Bio-NEXUS/doc/Tutorial.pod).
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PyBact is an open source software written in Python for Bacterial Identification. The software generates simulated data matrix which accurately represents the probabilistic positive/negative results of the tested biochemical test.
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IGRAFU is an open source program to integrate solutions to rebuild phylogenetic trees. It supports various well-known algorithms, such as Maximum Parsimony and Distance-matrix methods.
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StatGen uses information from a genetic distance matrix or a newick tree to summarize the sequence variation within or between groups of sequences with summary statistics and produce graphical reports of those statistics.
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