Search Results for "prototype"
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Showing 23 open source projects for "prototype"
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AutoGluon
AutoGluon: AutoML for Image, Text, and Tabular Data
AutoGluon enables easy-to-use and easy-to-extend AutoML with a focus on automated stack ensembling, deep learning, and real-world applications spanning image, text, and tabular data. Intended for both ML beginners and experts, AutoGluon enables you to quickly prototype deep learning and classical ML solutions for your raw data with a few lines of code. Automatically utilize state-of-the-art techniques (where appropriate) without expert knowledge. Leverage automatic hyperparameter tuning, model selection/ensembling, architecture search, and data processing. Easily improve/tune your bespoke models and data pipelines, or customize AutoGluon for your use-case. ... -
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Query.jl
Query almost anything in julia
...One can for example query any of the following data sources: any array, DataFrames, DataStreams (including CSV, Feather, SQLite, ODBC), DataTables, IndexedTables, TimeSeries, Temporal, TypedTables and DifferentialEquations (any DESolution). The package currently provides working implementations for in-memory data sources, but will eventually be able to translate queries into e.g. SQL. There is a prototype implementation of such a "query provider" for SQLite in the package, but it is experimental at this point and only works for a very small subset of queries. Query is heavily inspired by LINQ, in fact right now the package is largely an implementation of the LINQ part of the C# specification. Future versions of Query will most likely add features that are not found in the original LINQ design. -
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elder-pt
data flow framework for data analysis applications
...This data has to be combined, processed, interpreted and reduced in size until the physics information of interest is revealed. Eventually, parts of the data is visualized by sorting it into histograms. Elder-Pt is the prototype of a framework, that facilitates the task of event-by-event data analysis. It provides: 1) a parser for textual graph description 2) an API to write processing nodes that will be used in the graph description for the graph 3) a set of frequently used processing nodes -
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Bayesian Julia
Bayesian Statistics using Julia and Turing
Bayesian statistics is an approach to inferential statistics based on Bayes' theorem, where available knowledge about parameters in a statistical model is updated with the information in observed data. The background knowledge is expressed as a prior distribution and combined with observational data in the form of a likelihood function to determine the posterior distribution. The posterior can also be used for making predictions about future events. Bayesian statistics is a departure from... -
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PortdataVisualization
Diagrammatic visualization of Port data
This project is a “proof-of-concept” prototype that used diagrammatic visualization for presenting multi-dimensional port data, in relation to local and global events. The visualization emphasizes relations between land-side and wharf-side elements and thus conveys derivable knowledge on labor productivity and efficiency. It can be used to convey commodity flows through the port and state, modes of transport, facilities and their capacities, operational characteristics, intermodal operations, and parameters required for calculating system efficiency, benefits and costs. -
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Learn Julia the Hard Way
Learn Julia the hard way
...Julia was developed with the occasional reference to R, and with an avowed intent to improve upon R's clunkiness. R is a great language, but relatively slow, to the point that most people use it to rapidly prototype, and then implement the algorithm for production in Python or Java. Julia seeks to be as approachable as R but without the speed penalty. -
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Wally
Distributed Stream Processing
Wally is a fast-stream-processing framework. Wally makes it easy to react to data in real-time. By eliminating infrastructure complexity, going from prototype to production has never been simpler. When we set out to build Wally, we had several high-level goals in mind. Create a dependable and resilient distributed computing framework. Take care of the complexities of distributed computing "plumbing," allowing developers to focus on their business logic. Provide high-performance & low-latency data processing. ... -
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SIVIC is an open-source, standards-based software framework and application suite for processing and visualization of DICOM MR Spectroscopy data. Through the use of DICOM, SIVIC aims to facilitate the application of MRS in medical imaging studies.
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JBotSim is a multipurpose dynamic network simulator that allows to quickly prototype a distributed algorithm and test its behavior on a set of static or mobile nodes. If mobile, the nodes can be controlled by the mouse or by program.
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Vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python
...Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted). Cut development cut development time by 80%. Your prototype is your solution. Create automatic pipelines for any model. -
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Ladder Server
Hierarchical Data Management
Ladder is a hierarchical data management system or an Object Oriented Database Management System (OODBMS). This demo server demonstrates the power of Ladder, a prototype built on mySQL v5.00. This implementation minimizes development costs for the full database engine while allowing developers to test of the concept. -
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AlertWheel
AlertWheel is a visualization-based analysis tool for Snort IDS logs
...Our solution also incorporates filtering options, annotation, logging and details-on-demand, to support analysis processes as described by specialists in this field. This project was developed as a prototype for a research paper. Not designed for production use. No support will be offered for production installations. See documentation for prerequisites. -
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xSonify
Java-based sonification data analysis
xSonify is a Java-based sonification data analysis prototype for displaying science data as sounds, with an emphasis on supporting visually-impaired researchers. Alternatives include Sonification Sandbox <http://sonify.psych.gatech.edu/research/>, MathTrax and Earth Plus <http://prime.jsc.nasa.gov/>, Sonifyer <http://www.sonifyer.org> and SoniPy <http://sourceforge.net/projects/sonipy/>. -
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This is the prototype version of software for robust detecting and segmentation of cell nuclei in 3D fluorescence labeled microscopy images. First release coming soon...
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The Fluxion framework is a prototype data integration system using Semantic Web technologies.
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System Prototype to make 3D reconstruction solution using stereo images. It works with common cameras and not require large amount of memory during the images processing. It provides a low cost solution to educational environments with low budgets.
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Protoforge is a collaborative open systems engineering web application that allows for organizing and voting on information that is necessary for building a prototype of any kind of system.
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Prototype of an ETL tool for Extracting, Transforming, Loading data into dimensional data model for data warehouse or something else
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AlViz is a research prototype for visual ontology alignment implemented as multiple-view plug-in for Protege using J-Trees and Graphs. Based on similarity measures of an ontology matching algorithm AlViz helps to assess and optimize the alignment results
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MeshView is a simple viewer for the simplest possible 3d triangle mesh structure. It is based on SDL and opengl. MeshView aims at helping to rapid-prototype algorithms generating 3d-triangle-meshes.
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E-Curator is a web application that allows user to access 3D scan images and metadata for museum objects. An example for the implemented E-Curator prototype can be found here: http://srb01.geospatial.ucl.ac.uk:8080/eCurator05/pages/main.jsp
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Prototype for a framework and user interface for combining various structured search and document clustering techniques.
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JViz is a prototype 3d visualization application that was created to help beginning Java programmers understand the structure, design and coding habits of their Java programs, and which parts of their programs need the most improvement.
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