oneDAL | oneAPI Data Analytics Library | Machine Learning library

 by   oneapi-src C++ Version: 2023.1.1 License: Apache-2.0

kandi X-RAY | oneDAL Summary

kandi X-RAY | oneDAL Summary

oneDAL is a C++ library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. oneDAL has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

oneDAL uses all capabilities of Intel hardware, which allows you to get a significant performance boost for the classic machine learning algorithms. We provide highly optimized algorithmic building blocks for all stages of data analytics: preprocessing, transformation, analysis, modeling, validation, and decision making. oneDAL also provides Data Parallel C++ (DPC++) API extensions to the traditional C++ interfaces.
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              oneDAL has a low active ecosystem.
              It has 561 star(s) with 204 fork(s). There are 51 watchers for this library.
              There were 1 major release(s) in the last 12 months.
              There are 17 open issues and 108 have been closed. On average issues are closed in 322 days. There are 26 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of oneDAL is 2023.1.1

            kandi-Quality Quality

              oneDAL has no bugs reported.

            kandi-Security Security

              oneDAL has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              oneDAL is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              oneDAL releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.

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            oneDAL Key Features

            No Key Features are available at this moment for oneDAL.

            oneDAL Examples and Code Snippets

            Django - Dynamic filter Foreign Key choises on previοus user choice
            Lines of Code : 14dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            from dal import autocomplete
            
            class PersonelForm(forms.ModelForm):
                department = forms.ModelChoiceField(queryset=Department.objects.all(),
                                             widget=autocomplete.ModelSelect2(url='department-autocomplete', 
            copy iconCopy
            from dal import autocomplete
            
            @admin.register(Book)
            class BookAdmin(admin.ModelAdmin):
            
                class Media:
                    js = ['/static/books/js/book-admin.js']
            
                def formfield_for_manytomany(self, db_field, request, **kwargs):
                    if db_fi
            How do I write a sub-section in LateX?
            Lines of Code : 58dot img3License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            \documentclass[a4paper]{article}
            \usepackage[T1]{fontenc}
            \usepackage[utf8]{inputenc}
            
            \usepackage{multirow}
            \usepackage{float} 
            \usepackage{tabularx}
            \usepackage{geometry}
            \usepackage{array}
            \newcolumntype{Y}{>{\raggedright\arraybacksl
            Aspnetcore: how to publish loosely coupled projects?
            Lines of Code : 7dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
             
            // Some xml nodes
            
                 
            
            
            
            Kotlin Mockito always return object passed as an argument
            Javadot img5Lines of Code : 8dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            val dal = mockk {
                every { insert(any()) } returnsArgument 0
            }
            
            val dal = mock {
                on { insert(any()) } doAnswer { it.arguments[0] }
            }
            
            Two different camel routes using same connection with netty4
            Lines of Code : 14dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            
            
                
                    test
                    
                    
                
            
                    Connessione dal ControlCenter alla coda
                    
                    
                
            
            
            Disabling options in django-autocomplete-light
            Lines of Code : 52dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            from dal import autocomplete
            from dal_select2.views import Select2ViewMixin
            from dal.views import BaseQuerySetView
            
            class CustomSelect2ViewMixin(Select2ViewMixin):
                def get_results(self, context):
                    return [
                        {
                    
            Adding a multi-node ArrayList to Firebase Realtime-Database
            Javadot img8Lines of Code : 303dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
             private DatabaseReference Matchmaking, Room,Accounts;
            
            //metodo per la gestione dei cambiamenti della tabella Matchmaking
                    Matchmaking.addValueEventListener(new ValueEventListener() {
                        @Override
             
            MySQL Error: Duplicate entry for Primary Key
            Lines of Code : 14dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            CREATE TABLE IF NOT EXISTS new_recipe (
                                    id int(10) NOT NULL AUTO INCREMENT,
                                    post_title varchar(250) NOT NULL,
                                    post_image varchar(250) NOT NULL,
                                   
            Updating a collection member's property within another collection to show in a DataGrid
            Lines of Code : 171dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            
                    
                
                
                    
                        
                        
                    
                    
                        
                            
                                
                                    
                                        
                                    
                                
                           

            Community Discussions

            Trending Discussions on oneDAL

            QUESTION

            C header/API for intel dal?
            Asked 2020-Dec-22 at 12:15

            I'm trying to use Intel Onedal (https://software.intel.com/content/www/us/en/develop/tools/oneapi/components/onedal.html) to do some machine leaning training/inference. Based on the source code I found in github, it seems that all the code is in C++. However it seems that this project is supposed to provide C header/binding, that I'm interested in.

            So, do these header exist somewhere? I couldn't find them. At the same time, there exist a python wrapper for this lib, so I think it must use the C binding to access the native lib

            ...

            ANSWER

            Answered 2020-Dec-22 at 12:15

            Native part of oneDAL is C++ library, there is no C API. All C++ APIs/implementations are located in /cpp directory. Currently there are two types of supported C++ APIs:

            • CPU only API, which is called daal by historical reasons;
            • New API called oneapi, which as part of oneAPI open specification and can run on various hardware including CPU, GPU, ...

            At the moment daal4py is based on CPU only API, header files can be found here.

            All Python bindings are based on Cython and part of daal4py repository.

            Source https://stackoverflow.com/questions/65185464

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install oneDAL

            oneDAL uses all capabilities of Intel® hardware, which allows you to get a significant performance boost for the classic machine learning algorithms. We provide highly optimized algorithmic building blocks for all stages of data analytics: preprocessing, transformation, analysis, modeling, validation, and decision making. oneDAL also provides Data Parallel C++ (DPC++) API extensions to the traditional C++ interfaces.
            You can download the specific version of oneDAL or install from sources.

            Support

            Refer to GitHub Wiki to browse the full list of oneDAL and daal4py resources.
            Find more information at:

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