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Deep learning framework by Microsoft Research
Microsoft Cognitive Toolkit, previously known as CNTK and sometimes styled as The Microsoft Cognitive Toolkit, is a deprecated deep learning framework
Microsoft_Cognitive_Toolkit
library for artificial neural networks Microsoft Cognitive Toolkit – deep learning framework developed by Microsoft Research MXNet – deep learning framework
Lists of open-source artificial intelligence software
Lists_of_open-source_artificial_intelligence_software
Open-source artificial intelligence ecosystem
2021-10-12. "Microsoft and Facebook create open ecosystem for AI model interoperability – Microsoft Cognitive Toolkit". Microsoft Cognitive Toolkit. 2017-09-07
Open_Neural_Network_Exchange
Object-oriented framework for software development
a native-looking interface, in which case Qt is classified as a widget toolkit. Non-GUI programs can also be developed, such as command-line tools and
Qt_(software)
List of notable software written in or for the C++ programming language
library Metakit — embedded database library Microsoft Cognitive Toolkit — deep learning toolkit Microsoft Foundation Class Library — object-oriented library
List of C++ software and tools
List_of_C++_software_and_tools
Neural network library
3, Keras supported multiple backends, including TensorFlow, Microsoft Cognitive Toolkit, Theano, and PlaidML. From version 2.4 up until version 3.0,
Keras
Subset of artificial intelligence
Infer.NET JASP Jubatus Keras Kubeflow LIBSVM LightGBM Mallet Microsoft Cognitive Toolkit MindSpore ML.NET mlpack MXNet OpenNN Orange ROOT (TMVA with ROOT)
Machine_learning
keras.io. Retrieved 2024-06-07. "The Microsoft Cognitive Toolkit - Cognitive Toolkit - CNTK". learn.microsoft.com. 2017-01-22. Retrieved 2024-06-07.
List of artificial intelligence projects
List_of_artificial_intelligence_projects
Gradient boosting machine learning library
for C++, Java, Python, R, Julia, Perl, and Scala. It works on Linux, Microsoft Windows, and macOS. From the project description, it aims to provide a
XGBoost
Overview of and topical guide to deep learning
Deeplearning4j DeepSpeed Dlib Fastai Flux JAX Horovod Keras Microsoft Cognitive Toolkit MindSpore mlpack PyTorch PyTorch Lightning TensorFlow Theano
Outline_of_deep_learning
Google JAX Keras LIBSVM LightGBM MATLAB + Deep Learning Toolbox Microsoft Cognitive Toolkit MindsDB MindSpore ML.NET Neural Designer Neural Network Intelligence
List_of_data_science_software
Type of feedforward neural network
Dlib: A toolkit for making real world machine learning and data analysis applications in C++. Microsoft Cognitive Toolkit: A deep learning toolkit written
Convolutional_neural_network
Tabular comparison of deep learning software
for image classification: Issue #140: microsoft/CNTK". GitHub. "CNTK - Computational Network Toolkit". Microsoft Corporation. "Restricted Boltzmann Machine
Comparison of deep learning software
Comparison_of_deep_learning_software
used for machine learning. Apache OpenNLP — natural language processing toolkit CUDA — GPU computing platform used to accelerate machine learning and deep
Comparison of machine learning software
Comparison_of_machine_learning_software
artificial intelligence library CNTK (Microsoft Cognitive Toolkit) — deep learning framework developed by Microsoft, with .NET bindings. ML.NET — open-source
List of Visual Basic .NET software and tools
List_of_Visual_Basic_.NET_software_and_tools
Microsoft open source image annotation tool
following formats: Comma-separated values (CSV) Microsoft Azure Custom Vision Service Microsoft Cognitive Toolkit (CNTK) TensorFlow (Pascal VOC and TFRecords)
VoTT
Machine translation cloud service by Microsoft
part of Microsoft Cognitive Services and integrated across multiple consumer, developer, and enterprise products, including Bing, Microsoft Office, SharePoint
Microsoft_Translator
Programming language
Library Orfeo toolbox POCO C++ Libraries Podofo Poppler (software) PTK Toolkit Qt (framework) Sound Object (SndObj) Library Stapl SymbolicC++ Threading
Outline of the C++ programming language
Outline_of_the_C++_programming_language
General-purpose programming language
provide C++ compilers, including the Free Software Foundation, LLVM, Microsoft, Intel, Embarcadero, Oracle, and IBM. C++ was designed with systems programming
C++
Class of artificial neural network
providing a wrapper to many other deep learning libraries. Microsoft Cognitive Toolkit MXNet: an open-source deep learning framework used to train and
Recurrent_neural_network
Collection of C++ libraries
LIVE555 Loki Metakit Microsoft Cognitive Toolkit Microsoft Foundation Class Library Microsoft SEAL mlpack Mobile Robot Programming Toolkit MoltenVK Object
Boost_(C++_libraries)
Computer vision library
developer of OpenCV. OpenCV's application areas include: 2D and 3D feature toolkits Egomotion estimation Facial recognition system Gesture recognition Human–computer
OpenCV
Cloud computing platform by Microsoft
azure.microsoft.com. Archived from the original on November 26, 2018. Retrieved October 29, 2018. rmcmurray. "Azure Toolkit for Eclipse". docs.microsoft.com
Microsoft_Azure
Brand of data center GPUs by AMD
deep learning frameworks: Theano, Caffe, TensorFlow, MXNet, Microsoft Cognitive Toolkit, Torch, and Chainer. Programming is supported in OpenCL and Python
AMD_Instinct
LIVE555 Loki Metakit Microsoft Cognitive Toolkit Microsoft Foundation Class Library Microsoft SEAL mlpack Mobile Robot Programming Toolkit MoltenVK Object
Blitz++
General purpose C++ library
LIVE555 Loki Metakit Microsoft Cognitive Toolkit Microsoft Foundation Class Library Microsoft SEAL mlpack Mobile Robot Programming Toolkit MoltenVK Object
POCO_C++_Libraries
Collection of classes and functions used in the C++ programming language
Library Header Units and Modules - tracking issue #1694". github.com. Microsoft Corporation. C++ Standards Committee. (2018). P0581R1 - Modules for C++
C++_Standard_Library
Set of rules defining correctly structured C++ program
Documentation. Retrieved April 1, 2025. "Inline Assembler Overview". Microsoft Learn. Microsoft. Retrieved 1 April 2025. "Interfacing C and C++ With Assembly
C++_syntax
Python, Java Apache 2.0 Shogun (toolbox) C++, Python, Java GPL Microsoft Cognitive Toolkit C++, Python MIT Robot Operating System library C++, Python, Lisp
List of open-source code libraries
List_of_open-source_code_libraries
Software library for the C++ programming language
LIVE555 Loki Metakit Microsoft Cognitive Toolkit Microsoft Foundation Class Library Microsoft SEAL mlpack Mobile Robot Programming Toolkit MoltenVK Object
Standard_Template_Library
Machine learning library
software portal scikit-learn Accord.NET LightGBM TensorFlow Microsoft Cognitive Toolkit List of numerical analysis software List of numerical libraries
ML.NET
Research division of Microsoft
Microsoft Research (MSR) is the research subsidiary of Microsoft. It was created in 1991 by Richard Rashid, Bill Gates and Nathan Myhrvold with the intent
Microsoft_Research
Image identification technology
accessible through a repository on GitHub in 2021. PhotoDNA was developed by Microsoft Research and Hany Farid, professor at Dartmouth College, beginning in
PhotoDNA
Programming language written graphically by a user
middleware used to create interactive 3D experiences vvvv, a general purpose toolkit with a special focus on real-time video synthesis and programming large
Visual_programming_language
Data exploration tool by Microsoft
application from Microsoft Live Labs that allows users to interact with and search large amounts of data. It is based on Microsoft's Seadragon. It has
Microsoft_Live_Labs_Pivot
Chinese-American computer scientist
(2015-12-07). "Microsoft Computational Network Toolkit offers most efficient distributed deep learning computational performance". Microsoft Research. Retrieved
Dong_Yu_(computer_scientist)
Ability of a computer system to be used by all people
can be acquired from disease, trauma, or congenital disorders, include: Cognitive impairments (head injury, autism, developmental disabilities) and learning
Computer_accessibility
management and sharing of lists, notes, and favorites, being developed at Microsoft Live labs. It allowed users to quickly and easily edit lists, share them
Microsoft_Live_Labs_Listas
Partnership between MSN and Microsoft Research
Microsoft Live Labs was a partnership between MSN and Microsoft Research that focused on applied research for Internet products and services at Microsoft
Microsoft_Live_Labs
Discontinued app and service
Photosynth is a discontinued app and service from Microsoft Live Labs and the University of Washington that analyzes digital photographs and generates
Photosynth
Software projects developed at universities
(Sheffield) HTK – hidden Markov model toolkit for speech recognition (Cambridge) Kaldi – speech recognition toolkit started at a Johns Hopkins workshop
List of software developed at universities
List_of_software_developed_at_universities
Open-source web browser project
majority of code for Google Chrome and many other browsers, including Microsoft Edge, Opera, Vivaldi, Brave, Samsung Browser and Ungoogled Chromium. The
Chromium_(web_browser)
American research software engineer
for Syncfusion", An eBook focused on Microsoft CNTK (Cognitive Toolkit, formerly Computational Network Toolkit), an open source code framework that enables
James_D._McCaffrey
American computer scientist
explain their work. The researchers also embedded their Cognitive Tutor Authoring Tools(CTAT), a toolkit to create intelligent computer tutors, into MOOCs.
Vincent_Aleven
Microsoft's Future Social Experiences (FUSE) Labs was started by Ray Ozzie and is run by Lili Cheng. The group focuses on real-time and media rich experiences
Microsoft_FUSE_Labs
Use of multiple languages
December 2015. Retrieved 21 December 2015. "Jan Nelson (Microsoft): The Multilingual App Toolkit Version 3.0". YouTube. 23 June 2014. Archived from the
Multilingualism
American neurophysiologist (born 1956)
Christof Koch (/kɒx/ KOKH; born November 13, 1956) is a German-American cognitive scientist, neurophysiologist and computational neuroscientist best known
Christof_Koch
Tech research group
Microsoft adCenter Labs (a.k.a. adlabs), is an applied research group at Microsoft that supports Microsoft adCenter. Microsoft adCenter (formerly MSN adCenter)
Microsoft_adCenter_Labs
Process to build apps for various mobile operating systems
2016). "Microsoft rebrands Xamarin Studio as Visual Studio for Mac". Winaero. Retrieved 5 March 2023. Foley, Mary Jo (10 May 2017). "Microsoft makes Visual
Mobile_app_development
Microsoft Live Labs team who developed web optimized visualization technology
Seadragon Software was a team within the Microsoft Live Labs. Its product, Seadragon, is a web optimized visualization technology that allows graphics
Seadragon_Software
American author (born 1959)
and Margaret Thatcher. The Sunday Times called the book "an excellent toolkit for dealing with business and relationships," and The Independent claims
Robert Greene (American author)
Robert_Greene_(American_author)
Intelligence of machines
Harris (2023). "Getting the Innovation Ecosystem Ready for AI. An IP policy toolkit" (PDF). WIPO. Hammond, George (27 December 2023). "Big Tech is spending
Artificial_intelligence
Design process
can locate and access it. The University of Cambridge's Inclusive Design Toolkit advocates incorporating inclusive design elements throughout the design
Inclusive_design
Technology developed by Microsoft
Deep Zoom is a technology developed by Microsoft for efficiently transmitting and viewing images. It allows users to pan around and zoom in on a large
Deep_Zoom
only) Microsoft Word 2010 supports ODF 1.1 (Windows only) Microsoft Word 2013 supports ODF 1.2 (Windows only) Microsoft Word 2016 and Microsoft Word 2019
List of software that supports OpenDocument
List_of_software_that_supports_OpenDocument
American computer scientist, Microsoft vice president
Richard Farris Rashid is an American computer scientist and the founder of Microsoft Research, which he created in 1991. Between 1991 and 2013, as its chief
Richard_Rashid
Visual programming tool to teach coding
programming integrated development environment (IDE) by Microsoft's FUSE Labs. It runs on Xbox 360 and Microsoft Windows. It was released on the Xbox Live Marketplace
Kodu_Game_Lab
Public document sharing service from Microsoft
and URLs on to their page. Docs.com was a part of Microsoft Office Online. On June 9, 2017, Microsoft announced it would shut down Docs.com on December
Docs.com
Software
Mobile devices that used a zooming user interface, being developed at Microsoft Live Labs. It aimed to provide a consistent browsing experience on desktops
Microsoft_Live_Labs_Deepfish
Accessibility of video games to disabled people
Hayley; Crabb, Michael (2018-04-27). "Meeple Centred Design: A Heuristic Toolkit for Evaluating the Accessibility of Tabletop Games". The Computer Games
Game_accessibility
Statistical software
Mary (September 5, 2013). "See if the R language fits in your big data toolkit". Tech Republic. Retrieved October 3, 2013. Barr, Anthony J.; James H.
SAS_(software)
Type of machine learning model
large language models and multimodal models TensorRT-LLM — open-source toolkit for optimizing and serving large language models on Nvidia GPUs vLLM –
Large_language_model
Automatic conversion of spoken language into text
components. Sphinx toolkit is one starting point for experimenting with speech recognition. HTK book and accompanying toolkit Kaldi toolkit can be used. Common
Speech_recognition
Text used for user authentication to prove identity
crackable in 8 hours using a commercially available Password Recovery Toolkit capable of testing 200,000 passwords per second in 2006. He also reported
Password
Learner-centric pedagogy
six universities from Europe, the United States and Japan along with a toolkit to capture and share project knowledge was developed. The students (people)
Problem-based_learning
Computer recognition of visual text
PaddleOCR (a multilingual OCR toolkit supporting over 80 languages), and TrOCR (a transformer-based model developed by Microsoft for handwritten and printed
Optical_character_recognition
(clustering) Coco (robot) Cog (project) Cognitive Info-Communications (CogInfoCom) Cognitive robotics Cognitive science Cognitive tutor Colin Angle Collective intelligence
Index_of_robotics_articles
functions. "Live Clipboard". Arrington, Michael (7 March 2006). "Microsoft Live Clipboard – "Wiring the Web"". TechCrunch. Live Clipboard - Wiring
Live_Clipboard
Desktop environment for Linux and other Unix-like systems
guided by concepts described in the HIG, itself relying on insights from cognitive ergonomics. Following the HIG, developers can create high-quality, consistent
GNOME
Accessibility of World Wide Web
flashing effects. Cognitive and intellectual: Developmental disabilities, learning difficulties (dyslexia, dyscalculia, etc.), and cognitive disabilities (PTSD
Web_accessibility
Overview of and topical guide to machine learning
NOMINATE (scaling method) Native-language identification Natural Language Toolkit Natural evolution strategy Nearest-neighbor chain algorithm Nearest centroid
Outline_of_machine_learning
Tools and systems for managing one's own data
Chirag (2018). "Information Retrieval and Interaction System (IRIS): A Toolkit for Investigating Information Retrieval and Interaction Activities". Proceedings
Personal information management
Personal_information_management
American multinational technology company
enforcement agencies." In May 2023, IBM revealed Watsonx, a Generative AI toolkit that is powered by IBM's own Granite models with option to use other publicly
IBM
infringement, false information, deepfakes, and the use of malevolent AI. The toolkit can improve the transparency of outcomes produced by AI. It works with
Artificial intelligence in India
Artificial_intelligence_in_India
combination with the hocr-tools "OmniPage CSDK - OCR Document Capture Toolkit | Document Imaging & OCR". Nuance. Archived from the original on 2010-08-24
Comparison of optical character recognition software
Comparison_of_optical_character_recognition_software
Social media platform owned by Meta
Reels Length: How Long Can Reels Be?". Buffer: All-you-need social media toolkit for small businesses. Archived from the original on December 4, 2024. Retrieved
Software company
Corp. of Sausalito, Calif., which offered a virtual reality programming toolkit for the PC. By March 1995, however, the VR space was getting crowded, with
VREAM
Software system for statistical models
probabilistic programming". GitHub. December 28, 2021. "Infer.NET". microsoft.com. Microsoft. "PRISM: PRogramming In Statistical Modeling". rjida.meijo-u.ac
Probabilistic_programming
Field studying how people work in groups with the support of computing systems
a toolkit that is flexible in how generic the tools are is Oval. Oval consists of four components: objects, views, agents, and links. This toolkit was
Computer-supported cooperative work
Computer-supported_cooperative_work
Computer programming convention
Indentation is a secondary notation that is often intended to lower cognitive load for a programmer to understand the structure of the code. Indentation
Indentation_style
AI research laboratory
on learning the game, AI would eventually become an expert in it. "The cognitive processes which the AI goes through are said to be very like those of
Google_DeepMind
Interactions with artificial intelligence
Bowers". infosci.cornell.edu. Retrieved 2026-04-27. "The HAX Toolkit Project". Microsoft Research. Retrieved 2026-04-27. Jiang, Tingting; Sun, Zhumo;
Human–AI_interaction
Multinational software company
Tools brand and offering a non-expiring license to PC Tools Performance Toolkit, PC Tools Registry Mechanic, PC Tools File Recover and PC Tools Privacy
Gen_Digital
fictional company used by Microsoft in Microsoft's product documentation materials) has switched from Microsoft Office and Microsoft Exchange to Google Apps
List of Google April Fools' Day jokes
List_of_Google_April_Fools'_Day_jokes
claiming that users of Microsoft's Internet Explorer had lower IQs than users of other browsers List of Easter eggs in Microsoft products List of Easter
List_of_Google_Easter_eggs
Seclusion from unwanted attention
Communications Regulations 2003. The ICO has also provided a "Personal Information Toolkit" online which explains in more detail the various ways of protecting privacy
Privacy
Machine learning algorithm
Orange, an open-source data visualization, machine learning and data mining toolkit (random forest) R (an open-source software environment for statistical
Decision_tree_learning
Technological phenomenon with social implications
bias detection tool". VentureBeat.com. "Aequitas: Bias and Fairness Audit Toolkit". GitHub.com. https://dsapp.uchicago.edu/aequitas/ open-sources Audit AI
Algorithmic_bias
Identification for a good or service
Sector (SSIR)". ssir.org. Retrieved 2017-06-07. "AIESEC BLUE BOOK Brand Toolkit" (PDF). Archived from the original (PDF) on 2017-06-25. Tadena, Nathalie
Brand
Employees working from any location
Telecommuting. Addison-Wesley. ISBN 978-0-201-48343-7. "Mobile Worker Toolkit: A Notional Guide" (PDF). General Services Administration. Archived from
Remote_work
28, 2017. Retrieved June 29, 2017. "Microsoft makes play for next wave of computing with quantum computing toolkit". arstechnica.com. September 25, 2017
Timeline of quantum computing and communication
Timeline_of_quantum_computing_and_communication
Programming language standard
lispm:>zippy>lispm-init.lisp.newest ...the program continues Common Lisp includes a toolkit for object-oriented programming, the Common Lisp Object System or CLOS
Common_Lisp
Pocket-sized card with authentication circuitry
Jurgensen, Timothy M.; Guthery, Scott B. (2002). Smart Cards: The Developer's Toolkit. Prentice Hall Professional. pp. 2–3. ISBN 9780130937308. Archived from
Smart_card
Statistics and machine learning technique
(ed.). "Ensemble learning". Scholarpedia. The Waffles (machine learning) toolkit contains implementations of Bagging, Boosting, Bayesian Model Averaging
Ensemble_learning
Amateur scientific research
of existing citizen science projects which are federally supported, a toolkit to help federal officials as they develop and maintain their future projects
Citizen_science
Overview of and topical guide to robotics
List of emerging robotic technologies Microsoft Robotics Studio Mobile manipulator Mobile Robot Programming Toolkit NASA robots Open-source robotics Open-source
Outline_of_robotics
– SNOBOL Bill Gropp – Message Passing Interface, Portable, Extensible Toolkit for Scientific Computation (PETSc) Tom Gruber – ontology engineering Shelia
List_of_computer_scientists
Field of study in computer vision
Azim, Eiman; Brunton, Bingni W.; Tuthill, John C. (2021). "Anipose: A toolkit for robust markerless 3D pose estimation". Cell Reports. 36 (13) 109730
Articulated body pose estimation
Articulated_body_pose_estimation
Way of interaction of consumers with an organization
"Service Innovation Through Touch-points: Development of an Innovation Toolkit for the First Stages of New Service Development". International Journal
Touchpoint
Extension of Rexx programming language with support for object-oriented programming
request to be processed. Although RexxGTK does not cover the entire GTK toolkit, it wraps the GTK library in a set of ooRexx classes and functions to provide
Object_REXX
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
Girl/Female
Gujarati, Hindu, Indian, Kannada, Sindhi, Tamil, Telugu
Young Crescent
Boy/Male
Muslim
Dignity. Sobriety.
Girl/Female
Hindu, Indian
Perfect Woman
Surname or Lastname
English
English : variant of Mead 1.
Girl/Female
Greek
Defends man.
Boy/Male
German Latin
Abbreviation of Alfonso.
Boy/Male
Muslim/Islamic
Slave of the Wise
Boy/Male
Hindu
Lord Shiva, Shapely, Diverse, Changed
Male
English
English surname transferred to forename use, from the city name Leicester which was recorded in the 10th century as Ligora caester "Ligora's fort." Ligora is related to Liguria, a very old place name of obscure origin, dating back to pre-Roman times. There has been some speculation concerning a possible connection between Ligora/Liguria and Celtic Lug, LESTER means "oath."
Boy/Male
Welsh English Shakespearean
Joy.
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
MICROSOFT COGNITIVE-TOOLKIT
v. t.
To take up into or under, as individual under species, species under genus, or particular under universal; to place (any one cognition) under another as belonging to it; to include under something else.
v. t.
The act of knowing; knowledge; perception.
v. t.
That which is known.
n.
A measure of electro-motive force; the millionth part of one volt.
n.
As opposed to idealism, the doctrine that in sense perception there is an immediate cognition of the external object, and our knowledge of it is not mediate and representative.
n.
The faculty or capacity of the human mind by which it is distinguished from the intelligence of the inferior animals; the higher as distinguished from the lower cognitive faculties, sense, imagination, and memory, and in contrast to the feelings and desires. Reason comprises conception, judgment, reasoning, and the intuitional faculty. Specifically, it is the intuitional faculty, or the faculty of first truths, as distinguished from the understanding, which is called the discursive or ratiocinative faculty.
a.
Conveying admonition; admonitory.
n.
Previous cognition.
n.
Any object or truth discerned by direct cognition; especially, a first or primary truth.
a.
Of or pertaining to conation.
n.
The act of perceiving; cognizance by the senses or intellect; apperhension by the bodily organs, or by the mind, of what is presented to them; discernment; apperhension; cognition.
n.
The individual as the object of his own reflective consciousness; the man viewed by his own cognition as the subject of all his mental phenomena, the agent in his own activities, the subject of his own feelings, and the possessor of capacities and character; a person as a distinct individual; a being regarded as having personality.
v. t.
To form or image again in consciousness, as an object of cognition or apprehension (something which was originally apprehended by direct presentation). See Presentative, 3.
n.
Direct apprehension or cognition; immediate knowledge, as in perception or consciousness; -- distinguished from "mediate" knowledge, as in reasoning; as, the mind knows by intuition that black is not white, that a circle is not a square, that three are more than two, etc.; quick or ready insight or apprehension.
n.
One who believes that it is possible to realize a cognition or concept of the absolute.
a.
Knowing, or apprehending by the understanding; as, cognitive power.
n.
A view of the inside or interior; a looking inward; specifically, the act or process of self-examination, or inspection of one's own thoughts and feelings; the cognition which the mind has of its own acts and states; self-consciousness; reflection.
v. i.
That which is or may be known; the object of an act of knowing; a cognition; -- chiefly used in the plural.
a.
Having small teeth.
v. i.
The act or state of knowing; clear perception of fact, truth, or duty; certain apprehension; familiar cognizance; cognition.