Search Results for "python data analysis" - Page 7
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Showing 362 open source projects for "python data analysis"
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diCal-IBD
diCal-IBD predicts identical by descent tracts using sequence data
diCal-IBD can be used for predicting identical by descent (IBD) tracts in sequence data. It provides means for calculating the accuracy of the prediction, if the true tracts are available, plotting of the predicted tracts, their TMRCA (time to the most recent common ancestor) and corresponding posterior probabilities, and identification of putative recent positive selection through investigation of average IBD sharing -
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xPyder PyMOL Plugin
Analyze and visualize coupled residues and their networks in proteins
...PSN), and more, to produce highly customizable publication-quality images. xPyder identifies networks (using concepts from graph theory, such as hubs and shortest path searching), compares matrices and focuses the analysis on relevant information by filtering the data using a modular, user-expandable plugin system that takes advantage of structural and dynamical information, contributing to bridge the gap between dynamical and mechanical properties at the molecular level. -
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IMPACT is an integrated multi-read peak calling tool for ChIP-Seq data. IMPACT utilizes multi-reads in calling peaks and provides users with high-confidence peaks. In addition, IMPACT provides a completely integrated pipeline which produces downstream analysis results such as motif discovery and peak-to-gene annotation.
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TeachingDemos
Bioinformatics related demos and tutorials using the R programming lan
Bioinformatics related demos and tutorials using the R programming language for large biological data. Licence: Creative Commons Attribution-NonCommercial 4.0 International License -
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nail_systems_biology
NAIL is a toolset for network analysis in the life sciences
...Modelling biological systems as networks (graphs) is becoming a common approach in the life sciences. However, different algorithms typically use different input and output data types, are implemented using different technologies, and are demonstrated by application to different biological problems. Because of this, the primary goal of the NAIL project is to provide a straightforward way to use network approaches in the life sciences, and to apply a variety of techniques quickly and easily on the same data. -
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GUDM
A tool for pre-processing and fusing heterogeneous datasets
Global Unified Data Modeler (GUDM) is a bioinformatics software tool used for pre-processing and integrating multiple heterogeneous datasets, collected from multi-modal sources, into an integrated dataset. This integrated dataset is supposed to be used for different types of medical analysis and unified decisions, using different machine learning approaches. -
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iMS2Flux is a command line based high-throughput processing tool set for stable isotope labelled mass spectral data targeting metabolic flux analysis. To get started simply download and unzip the iMS2Flux.zip file and follow the getting started document for your OS. Current version 7.2.1 (last updated 9/30/2014) - Completes support and correction functionality for a new user specified generic data class. See the change log for full details.
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Create, check, annotate, merge, diff, split SBML (System Biology Markup Lanugage) documents. The latest version of semanticSBML is webbased with a RESTful interface.
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picard
A set of tools for working with high-throughput sequencing data
A set of tools (in Java) for working with next generation sequencing data in the SAM/BAM format. Note that development has moved to GitHub at https://github.com/broadinstitute/picard and support is available on the GATK forum at http://gatkforums.broadinstitute.org/categories/ask-the-team -
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Online Signature Verification
Real time signature verification using MATLAB and C#
...An individual can sign on the digitizing tablet using the special pen regardless of his signature size and position. The signature is characterized as pen-strokes consisting x-y coordinates and pressure with the data being stored in a signature database. Dynamic time warping (DTW) and quadratic discriminant analysis (QDA) is used to get results where the system accepts 2% of forged signatures and rejects 5% of true signatures -
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Protospacer
Rapid gRNA design and validation for CRISPR
Sign up to our mailing list at http://www.protospacer.com/contact.html. Protospacer allows researchers to build, analyze, and share their own database of CRISPR target-sites. This enables the development of custom libraries and helps to transfer the CRISPR technology to new organisms. Each Protospacer database is a simple catalogue of all possible Cas9 target-sites within a given FASTA sequence, i.e. all NGG/NAG sites. Protospacer then allows the user to sub-select targets from the... -
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Deem
Analyze time-course data with significance tests, clustering, modeling
Use statistical methods to analyze time-course data (gene expression microarray and RNA-seq data in particular, but not limited to). Apply significance tests to filter out only significant genes or time series. Cluster time series into similar groups. Generate network models, including linear or non-linear models. Variable selection and optimization routines included. Written in Scala and R. The application is a cross-platform desktop app with a simple GUI and is fully functional... -
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XNBC: neurobiology simulation tool
XNBC is a graphic application to simulate biologic neural networks.
XNBC is a full featured application for computer naive neuroscientists. It simulates biological neural networks using graphic tools to edit neurons and networks, to run the simulation and to analyze results. Written in C, it runs on Unix and Windows. Web site : http://ticemed-sa.upmc.fr/xnbc/ All recent versions are on this site. -
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vipR is a program to screen for sequence variants (SNPs, deletions) in sequence data generated by high-throughput-sequencing platforms. Information on this and other projects can be found on: http://www.altmann.eu
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SPADE
A toolkit for developing and deploying protein structure algorithms.
The Structural Proteomics Application Development Environment is a Python tool kit for developing and deploying bioinformatics applications. Handles graphics, analysis, and modeling of protein sequence and structure. Source and Win installers available. SPADE source code can be cloned from http://www.github.com/deaconjs/SPADE. -
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PlaTypUS
Plasmodium Typing Utility Software
The goal of PlaTypUS is to establish a unified Plasmodium whole genome analysis tool, that aligns short read sequences in an agreed upon manner, with many quality control steps, and calls both SNVs and CNVs in a community agreed standard way. We also seek to provide this analysis in a stand-alone graphic user interface so that labs around the world can analyze their own whole genome sequencing data, rather than relying on outside institutes. -
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TriageTools
Tools for partitioning and prioritizing fastq data
TriageTools is a collection of tools for partitioning raw data (fastq reads) from high-throughput sequencing projects. The tools are designed for basic data management as well for prioritizing analysis of certain subsets. The project wiki contains usage information. -
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WebChemViewer
A simple program for sharing molecular structures with associated data
Sharing lists of molecular structures with associated chemical properties is a common task in computer-aided drug design and medicinal chemistry. WebChem Viewer is a simple, free, open-source program that generates HTML-formatted output that can be viewed in any modern web browser, on any operating system (including mobile), without requiring the installation of additional software. The output can also be easily incorporated into existing web pages. WebChem Viewer is released under the... -
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AWclust is easy to use non-parametric population structure analysis software written for R with a GUI interface. Just point and click and you will be on your way to discovering the important cluster information in your SNP data sets.
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FineSplice
Enhanced splice junction detection and estimation from RNA-Seq data
FineSplice is a Python wrapper to TopHat2 geared towards a reliable identification of expressed exon junctions from RNA-Seq data, at enhanced detection precision with small loss in sensitivity. Following alignment with TopHat2 using known transcript annotations, FineSplice takes as input the resulting BAM file and outputs a confident set of expressed splice junctions with the corresponding read counts. -
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caplib
Correct, translate and analyze combinatorial library sequencing data
Originally developped to handle PacBio CCS data for an AAV capsid library. This program will extract, correct, translate and analyze the sequencng data, starting from the CCS fastq file. -
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TrackArt
GUI for diffusion simulation and SMT data analysis
TrackArt is a simple MATLAB GUI for single particle tracking data analysis and simulation. -
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WISP
Weighted Implementation of Suboptimal Paths (WISP)
UPDATE: LATEST VERSION AT http://git.durrantlab.com//jdurrant/wisp Allostery can occur by way of subtle cooperation among protein residues (e.g., amino acids) even in the absence of large conformational shifts. Dynamical network analysis has been used to model this cooperation, helping to computationally explain how binding to an allosteric site can impact the behavior of a primary site often many angstroms away. Traditionally, computational efforts have focused on the most optimal path... -
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Framework for text mining, data integration and data analysis. Keywords: ontology and graph alignment, relation mining, warehouse, semantic database integration, bioinformatics, systems biology, microarray, Java.
