Open Source Data Analytics Tools - Page 17
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This library implements self-organizing neural networks, also called Kohonen Nets. They can be used for high dimensional data analysis. Example: content based image recognition ( CBIR ).
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libcomposition
A C library to handle compositional (=closed) data, like proportions.
Inspired by Aitchison 2003 (http://www.amazon.com/The-Statistical-Analysis-Compositional-Data/dp/1930665784/) this library aims to make compositional data analysis rigorously. -
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litlyx
Analytics for developers, setup Analytics in 30 seconds
The easiest, developer-centric analytics tool. Litlyxis an open-source, self-hostable analytics solution for the modern framework. Litlyx offers a unique eyewear cleaning system that includes a special cleaning solution and reusable microfiber swabs. This system is designed to provide a more thorough and eco-friendly way to clean glasses, lenses, and screens. The brand emphasizes sustainability by reducing single-use plastics and promoting long-term use of their products. Their cleaning kit is compact, portable, and designed to be effective for everyday use, ensuring that users can maintain clear vision without the hassle of disposable wipes or sprays. -
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locusvu
Tool for genomics;automates data retrieval from db;enables workflows
LocusVu is a novel Java based software tool that accepts a list of genomic loci (positions on the chromosome) as input and automates fetching of related information (cytogenetic band, gene name, OMIM data etc.) from public databases such as the UCSC genome browser database. It then enables multiple workflows on the retrieved results, like comparing multiple datasets (comparative genomics), viewing neighboring genes for a loci from within the tool itself, or graphically representing these results in bar / pie charts. LocusVu has a simple easy-to-use GUI on the frontend which enables intuitive user interaction with the underlying logic. The tool can be easily extended to add support for other databases (eg. Ensembl) or to fetch information from other tables in the database. Thus, LocusVu provides a basic framework that can be used by users and developers alike in simplifying existing workflows and creating newer ones to support data analysis in genomics. -
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mendelFix
Correction of SNP Mendelian errors in trio data
mendelFix is a Perl script for checking Mendelian errors in genome-wide SNP data of trio designs. The program takes 12-recoded PLINK PED and MAP files as input, and calculates a series of summary statistics for Mendelian errors, sets as missing offspring genotypes that present Mendelian inconsistencies, and implements a simplistic procedure to infer missing genotypes using parent information. The program can be easily incorporated in any pipeline for family-based SNP data analysis, and is distributed as free software under the GNU General Public License. Utsunomiya YT, Alonso RV, Carmo AS, Campagnari F, Visintin J, Garcia JF (2013). mendelFix: a Perl script for checking Mendelian errors in high density SNP data of trio designs. arXiv:1306.2243. You can find our paper at http://arxiv.org/abs/1306.2243. -
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Databases to aid Metabolomics projects providing storage functionality for raw and preprocessed data, and integration with existing data analysis environments.
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miARma-Seq
a A suite designed to study mRNAs, miRNAs and circRNAs
miARma-Seq, which stands for miRNA-Seq And RNA-Seq Multiprocess Analysis, is a suite designed to study mRNAs, miRNAs and circRNAs. It is able to perform differential expression analysis, miRNA-mRNA target prediction and functional analysis among others. Most importantly, it can be applied to any sequenced organism, and it can be initiated at any step of the workflow. As a stand-alone tool, is both easy to install and extremely flexible in terms of its use. It brings together well-established software in a single bundle, allowing a complete analysis from raw data. All the capabilities can be easily and simultaneously enabled at will, regardless the step in the workflow. -
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mzMatch is a Java collection of small commandline tools specific for metabolomics MS data analysis. The tools are built on top of the PeakML core library, providing mass spectrometry specific functionality and access to the PeakML file format.
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neural network designer
a dbms for neural nets. Chatbots, DTrees, random forests, n-grams,...
This project consists out of a windows based designer application and a library (that can run on multiple platforms, including android) together with several demo applications (including an MVC3 chatbot client and an android application). It is probably best compared to a database management system, but for neural networks instead of relational data. As such, the library is optimized for handling any type of data-size by using advanced streaming and caching algorithms. With the designer, you are able to create different types of decision trees, random forests, n-grams, pattern-matchers, conversational agents and all sorts of AI related algorithms. You can combine statistical approaches as well as pattern matchers or others. Do natural language processing, image or data analysis & interpretation,... -
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This project is a fork of the CERN Program Library is a large collection of general purpose libraries/ This program is oriented to needs of a physics laboratory that is general mathematics, data analysis, detectors simulation, data-handling etc... The project have moved and is alive at http://opencernlib.tuxfamily.org/
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pflexible
A python tool for data analysis of FLEXPART transport modeling.
This software is being created to work with FLEXPART and other atmospheric transport model ouput. FLEXPART is a Lagrangian particle dispersion model written by Andreas Stohl. It is in active development at NILU and by Sabine Eckhardt, John Burkhart and numerous other research groups worldwide. For more information on FLEXPART visit the homepage Contact A maillist has been set up for users at sourceforge. Please direct inquiries via the pflexible_maillist Direct inquiries may be sent to:: John F Burkhart, University of Oslo [john.burkhart](mailto://john.burkhart@geo.uio.no) Get the Code: BitBucket Clone the bitbucket repository: %hg clone https://bitbucket.org/jfburkhart/pflexible pflexible -
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Réaliser un outil en ligne de commande permettant d'extraire les données importante d'emails selon plusieurs indicateurs.
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pnData
A Matlab written tool to analyze data taken by the pnCCD detector.
test_gui is a modular tool for pnCCD data handling. It uses IDL type files (later 'frame' files). It plots and calculates different parameters related to XRF and XRD. A series of modules are attached for fitting and visualization. Test version 1 of this tool will be updated based on users needs. -
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pyastrolib is a python library providing professional astronomers a robust set of tools for astronomical data analysis. This project will provide all the functionality as NASA's IDL Astronomy User's Library in addition to other planned features.
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pygolem
Python API for the GOLEM Tokamak discharge database
This simple Python API aims to provide a simple and easy to understand access to the discharge database of the GOLEM Tokamak. The scipy, numpy and matplotlib Python libraries are used for data analysis and plotting. -
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q pipeline manager
q: integrated platform for pipeline configuration and management
The q utility is a platform for creating and managing data analysis pipelines. It expands the value of your existing job scheduler - either Grid Engine or TORQUE PBS - through numerous functions that help you organize, submit, monitor, manage and share your informatics work. Data processing pipelines require high-level organization and parallelization of work to optimize resource utilization and decrease the time to results. q (from queue) allows complex job sequences to be efficiently assembled and managed, including dependency tracking, parallelization, and pipeline-level monitoring, error recovery, and data protection. Pipelines are constructed from modular script files, with job definitions and results stored in easily retrieved job files. A web interface facilitates job submission and monitoring, with the complete pipeline exportable for full transparency. -
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qtFit is a program used to fit ASCII data. The graphical user interface (GUI) of qtFit is designed using QT software. The regression is done using CERN’s MINUIT routine and plotting is perfomed with the QCustomPlot library. This document is a manual of the qtFit program, and includes instructions about installation, features description, and how-to-use examples.
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rocket-bi
An open-source web-based self-service BI for analytical databases
Rocket.BI is a free, open-source, web-based business intelligence solution specifically designed for analytical databases. It enables data analysts and business users alike to easily integrate different data sources, perform advanced data analysis, ad hoc, and more. With an easy-to-use editor, you can create personalized reports, build interactive business dashboards and generate actionable business insights. Rocket.BI also allows collaboration as working together with other people in the organization. -
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rvis
Genomic rearrangement evidence data analysis and visualization program
Genomic rearrangement evidence data analysis and visualization program
