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The Vintage Software Collection

The Vintage Software collection gathers various efforts by groups to classify, preserve, and provide historical software. These older programs, many of them running on defunct and rare hardware, are provided for purposes of study, education, and historical reference.



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ONNX Runtime: cross-platform, high performance scoring engine for ML models ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility. Please refer to...
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Github Mirror by Narabot
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Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research Welcome to AirSim AirSim is a simulator for drones, cars and more, built on Unreal Engine (we now also have an experimental Unity release). It is open-source, cross platform, and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations. It is developed as an Unreal plugin that can simply be dropped into any Unreal...
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Large-scale pretraining for dialogue A State-of-the-Art Large-scale Pretrained Response generation model (DialoGPT) This repository contains the source code and trained model for a large-scale pretrained dialogue response generation model. The human evaluation results indicate that the response generated from DialoGPT is comparable to human response quality under a single-turn conversation Turing test. The repository is based on huggingface pytorch-transformer and OpenAI GPT-2 , containing data...
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Github Mirror by Narabot
software
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ONNX Runtime: cross-platform, high performance scoring engine for ML models ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility. Please refer to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Windows Calculator: A simple yet powerful calculator that ships with Windows Calculator The Windows Calculator app is a modern Windows app written in C++ that ships pre-installed with Windows.The app provides standard, scientific, and programmer calculator functionality, as well as a set of converters between various units of measurement and currencies. Calculator ships regularly with new features and bug fixes. You can get the latest version of Calculator in the Microsoft Store. Features...
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Github Mirror by Narabot
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Download the bundle microsoft-PowerToys_-_2019-05-15_14-05-06.bundle and run: git clone microsoft-PowerToys_-_2019-05-15_14-05-06.bundle -b master Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for...
Topics: GitHub, code, software, git
Github Mirror by Narabot
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ONNX Runtime: cross-platform, high performance scoring engine for ML models ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility. Please refer to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
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Microsoft Quantum Development Kit Samples # Microsoft Quantum Development Kit Samples # These samples demonstrate the use of the Quantum Development Kit for a variety of different quantum computing tasks.Most samples are provided as a Visual Studio 2017 C# or F# project under the QsharpSamples.sln solution. Each sample is self-contained in a folder. Most of the samples consist of a Q# source file with detailed comments explaining the sample and a short classical program (either Program.cs...
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MASS: Masked Sequence to Sequence Pre-training for Language Generation MASS MASS is a novel pre-training method for sequence to sequence based language generation tasks. It randomly masks a sentence fragment in the encoder, and then predicts it in the decoder. MASS can be applied on cross-lingual tasks such as neural machine translation (NMT), and monolingual tasks such text summarization. The current codebase supports unsupervised and supervised NMT, text summarization and conversational...
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The original sources of MS-DOS 1.25 and 2.0, for reference purposes MS-DOS v1.25 and v2.0 Source Code This repo contains the original source-code and compiled binaries for MS-DOS v1.25 and MS-DOS v2.0. These are the same files originally shared at the Computer History Museum on March 25th, 2014 and are being (re)published in this repo to make them easier to find, reference-to in external writing and works, and to allow exploration and experimentation for those interested in early PC Operating...
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Github Mirror by Narabot
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mimalloc is a compact general purpose allocator with excellent performance. mimalloc   mimalloc (pronounced "me-malloc")is a general purpose allocator with excellent performance characteristics.Initially developed by Daan Leijen for the run-time systems of the Koka and Lean languages. It is a drop-in replacement for malloc and can be used in other programswithout code changes, for example, on Unix you can use it as:``` LD_PRELOAD=/usr/bin/libmimalloc.so myprogram ``` Notable aspects...
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Github Mirror by Narabot
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Download the bundle microsoft-PowerToys_-_2019-05-07_03-37-12.bundle and run: git clone microsoft-PowerToys_-_2019-05-07_03-37-12.bundle -b master Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows expereince for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for...
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Github Mirror by Narabot
by microsoft
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MSVC's implementation of the C++ Standard Library. Microsoft's C++ Standard Library This is the official repository for Microsoft's implementation of the C++ Standard Library (also known as the STL),which ships as part of the MSVC toolset and the Visual Studio IDE. What This Repo Is Useful For If you're a programmer who just wants to use the STL, you don't need this repo. Simply install the Visual Studio IDEand select the "Desktop development with C++" workload. If you want to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Build Status Installation Note: in order to run PowerToys,...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Installation (Note: in order to run PowerToys, you'll need to...
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Github Mirror by Narabot
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A framework for building native Windows apps with React.  React Native for Windows Build native Windows apps with React. React Native enables you to build world-class application experiences on native platforms using a consistent developer experience based on JavaScript and React . The focus of React Native is on developer efficiency across all the platforms you care about - learn once, write anywhere. Facebook uses React Native in multiple production apps and will continue investing in...
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Github Mirror by Narabot
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Download the bundle Microsoft-pyright_-_2019-03-23_20-26-15.bundle and run: git clone Microsoft-pyright_-_2019-03-23_20-26-15.bundle -b master Static type checker for Python Static type checker for the Python language Pyright was created to address gaps in existing Python type checkers like mypy . Speed Pyright is typically 5x or more faster than mypy and other type checkers that are written in Python. It is meant for large Python source bases. It can run in a “watch” mode and performs fast...
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Github Mirror by Narabot
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The new Windows Terminal, and the original Windows console host - all in the same place! Welcome to the Windows Terminal, Console and Command-Line repo This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Related repositories include: Console API Documentation Cascadia Code Font Installing and running Windows Terminal 👉...
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Github Mirror by Narabot
software
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The source for the Linux kernel used in Windows Subsystem for Linux 2 (WSL2) To restore the repository download the bundle wget https://archive.org/download/github.com-microsoft-WSL2-Linux-Kernel_-_2019-07-01_19-09-54/microsoft-WSL2-Linux-Kernel_-_2019-07-01_19-09-54.bundle and run: git clone microsoft-WSL2-Linux-Kernel_-_2019-07-01_19-09-54.bundle Source: https://github.com/microsoft/WSL2-Linux-Kernel Uploader: microsoft Upload date: 2019-07-01
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Github Mirror by Narabot
software
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ONNX Runtime: cross-platform, high performance scoring engine for ML models ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard and supports all operators from the ONNX v1.2+ spec with both forwards and backwards compatibility. Please refer to this page for ONNX opset...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Visually explore, understand, and present your data. SandDance Visually explore, understand, and present your data. By using easy-to-understand views, SandDance helps you find insights about your data, which in turn help you tell stories supported by data, build cases based on evidence, test hypotheses, dig deeper into surface explanations, support decisions for purchases, or relate data into a wider, real world context. SandDance uses unit visualizations, which apply a one-to-one mapping...
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Github Mirror by Narabot
software
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Installation (Note: in order to run PowerToys, you'll need to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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ONNX Runtime: cross-platform, high performance scoring engine for ML models ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility. Please refer to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
eye 20
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Windows Calculator: A simple yet powerful calculator that ships with Windows Calculator The Windows Calculator app is a modern Windows app written in C++ that ships pre-installed with Windows.The app provides standard, scientific, and programmer calculator functionality, as well as a set of converters between various units of measurement and currencies. Calculator ships regularly with new features and bug fixes. You can get the latest version of Calculator in the Microsoft Store . Features...
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Github Mirror by Narabot
software
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AI education materials for Chinese students, teachers and IT professionals. 微软人工智能教育与学习共建社区 本社区是微软亚洲研究院(Microsoft Research Asia,简称MSRA)人工智能教育团队创立的人工智能教育与学习共建社区....
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Github Mirror by Narabot
software
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MSVC's implementation of the C++ Standard Library. Microsoft's C++ Standard Library This is the official repository for Microsoft's implementation of the C++ Standard Library (also known as the STL),which ships as part of the MSVC toolset and the Visual Studio IDE. What This Repo Is Useful For If you're a programmer who just wants to use the STL, you don't need this repo. Simply install the Visual Studio IDEand select the "Desktop development with C++" workload. If you want to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. Welcome! This repository contains the source code of Cascadia Code. Other related repositories include: Windows Terminal Installation You can install the latest version of Cascadia Code from the releases page here: https://github.com/microsoft/cascadia-code/releases Clicking on the Cascadia.ttf file will download it to your machine. From there, open...
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Github Mirror by Narabot
software
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Download the bundle microsoft-NeuronBlocks_-_2019-08-16_09-26-28.bundle and run: git clone microsoft-NeuronBlocks_-_2019-08-16_09-26-28.bundle -b master NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego Building Your NLP DNN Models Like Playing Lego 简体中文 Tutorial 中文教程 Demo Video Table of Contents Overview Get Started in 60 Seconds Who should consider using NeuronBlocks Contribute Reference Related Project License Contact Overview NeuronBlocks is a NLP deep...
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Github Mirror by Narabot
software
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The new Windows Terminal, and the original Windows console host -- all in the same place! Welcome! This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Other related repositories include: Console API Documentation Build Status Project|Build Status---|---Terminal| ColorTool| Terminal & Console Overview Please take a few...
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Github Mirror by Narabot
software
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Download the bundle Microsoft-SymCrypt_-_2019-04-30_12-55-17.bundle and run: git clone Microsoft-SymCrypt_-_2019-04-30_12-55-17.bundle -b master Cryptographic library Introduction SymCrypt is the core cryptographic function library currently used by Windows. History The library was started in late 2006 with the first sources committed in Feb 2007.Initially the goal was limited to implement symmetric cryptographic operations, hence the name.Starting with Windows 8, it has been the primary crypto...
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Github Mirror by Narabot
software
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Dialog creation and management for Microsoft Bot Framework Applications Microsoft Bot Framework Composer [PREVIEW] Overview Bot Framework Composer is an integrated development tool for developers and multi-disciplinary teams to build bots and conversational experiences with the Microsoft Bot Framework. Within this tool, you'll find everything you need to build a sophisticated conversational experience. A visual editing canvas for conversation flows In context editing for language understanding...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Build Status Installation Note: in order to run PowerToys,...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Tasks for Azure Pipelines Azure Pipelines Tasks Overview This repo contains the tasks that are provided out-of-the-box with Azure Pipelines and Team Foundation Server. This provides open examples on how we write tasks which will help you write other tasks which can be uploaded to your account or server. See Writing Tasks below. Status | | Build & Test ||---|:-----:|| Windows | | | macOS | | | Linux | | How to Use Tasks See the documentation for Continuous integration and deployment ....
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Github Mirror by Narabot
software
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The new Windows Terminal, and the original Windows console host -- all in the same place! Welcome! This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Other related repositories include: Console API Documentation Build Status Project|Build Status---|---Terminal| ColorTool| Terminal & Console Overview Please take a few...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
eye 16
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Installation (Note: in order to run PowerToys, you'll need to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output. TypeScript TypeScript is a language for application-scale JavaScript. TypeScript adds optional types to JavaScript that support tools for large-scale JavaScript applications for any browser, for any host, on any OS. TypeScript compiles to readable, standards-based JavaScript. Try it out at the playground , and stay up to date via our blog and Twitter account . Installing For the latest stable version: bashnpm...
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Github Mirror by Narabot
software
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Windows Calculator: A simple yet powerful calculator that ships with Windows Calculator The Windows Calculator app is a modern Windows app written in C++ that ships pre-installed with Windows.The app provides standard, scientific, and programmer calculator functionality, as well as a set of converters between various units of measurement and currencies. Calculator ships regularly with new features and bug fixes. You can get the latest version of Calculator in the Microsoft Store . Features...
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Github Mirror by Narabot
by microsoft
software
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An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning. 简体中文 NNI (Neural Network Intelligence) is a lightweight but powerful toolkit to help users automate Feature Engineering , Neural Architecture Search , Hyperparameter Tuning and Model Compression . The tool manages automated machine learning (AutoML) experiments, dispatches and runs experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or...
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Github Mirror by Narabot
software
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The new Windows Terminal, and the original Windows console host -- all in the same place! Welcome! This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Other related repositories include: Console API Documentation Installation (Note: in order to run the Windows Terminal, you'll need to be running at least Windows build 18362 or...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. Welcome! This repository contains the source code of Cascadia Code. Other related repositories include: Windows Terminal Installation You can install the latest version of Cascadia Code from the releases page here: https://github.com/microsoft/cascadia-code/releases Clicking on the Cascadia.ttf file will download it to your machine. From there, open...
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Github Mirror by Narabot
software
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Download the bundle microsoft-NeuronBlocks_-_2019-05-18_15-26-56.bundle and run: git clone microsoft-NeuronBlocks_-_2019-05-18_15-26-56.bundle -b master NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego NeuronBlocks - Building Your NLP DNN Models Like Playing Lego 简体中文 Table of Contents Overview Get Started in 60 Seconds Who should consider using NeuronBlocks Contribute Reference Related Project License Contact Overview NeuronBlocks is a NLP deep learning modeling toolkit...
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Github Mirror by Narabot
by microsoft
software
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An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning. 简体中文 NNI (Neural Network Intelligence) is a lightweight but powerful toolkit to help users automate Feature Engineering , Neural Architecture Search , Hyperparameter Tuning and Model Compression . The tool manages automated machine learning (AutoML) experiments, dispatches and runs experiments' trial jobs generated by tuning algorithms to search the best neural architecture and/or...
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Github Mirror by Narabot
software
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C++ Library Manager for Windows, Linux, and MacOS Vcpkg Overview Vcpkg helps you manage C and C++ libraries on Windows, Linux and MacOS. This tool and ecosystem are constantly evolving; your involvement is vital to its success! For short description of available commands, run vcpkg help . Quick Start Prerequisites:- Windows 10, 8.1, 7, Linux, or MacOS- Visual Studio 2015 Update 3 or newer (on Windows)- Git- Optional: CMake 3.12.4 To get started:``` git clone...
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Github Mirror by Narabot
software
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Debugging, monitoring and visualization for Python Machine Learning and Data Science Welcome to TensorWatch TensorWatch is a debugging and visualization tool designed for deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualizations of your machine learning training and perform several other key visualizations of your models and data. TensorWatch is designed to be flexible and extensible so you can even build your own custom...
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Github Mirror by Narabot
software
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Installation (Note: in order to run PowerToys, you'll need to...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Best Practices on Recommendation Systems Recommenders This repository provides examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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Fit interpretable models. Explain blackbox machine learning. InterpretML - Alpha Release Equal contributions: Samuel Jenkins & Harsha Nori & Paul Koch & Rich Caruana In the beginning machines learned in darkness, and data scientists struggled in the void to explain them. Let there be light. InterpretML is an open-source package for training interpretable models and explaining blackbox systems. Interpretability is essential for:- Model debugging - Why did my model make this mistake?-...
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Microsoft Quantum Development Kit Samples # Microsoft Quantum Development Kit Samples # These samples demonstrate the use of the Quantum Development Kit for a variety of different quantum computing tasks. Each sample is self-contained in a folder, and demonstrates how to use Q# to develop quantum applications. A small number of the samples have additional installation requirements beyond those for the rest of the Quantum Development Kit.These are noted in the README.md files for each sample,...
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Welcome to the Bot Framework Solutions repository which is the home for a set of templates and solutions to help build advanced conversational experiences using Azure Bot Service and Bot Framework. Microsoft Bot Framework is a comprehensive framework for building enterprise-grade conversational AI experiences. This repository is the home for a set of templates and solutions to help build conversational experiences using Azure Bot Service and Bot Framework . Things look a little different around...
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Sample code for Channel 9 Python for Beginners course Getting started with Python Overview The series of videos on Channel 9 is designed to help get you up to speed on Python. If you're a beginning developer who's looking to add Python to your quiver of languages, or trying to get started on a data science or web project, these videos can help teach you the foundation necessary to walk through a quick start or other tutorial. What you'll learn The basics of Python Starting a project Common...
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Natural Language Processing Best Practices & Examples NLP Best Practices In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions. In the last few years, researchers have been applying newer deep learning methods to NLP. Data scientists started moving from traditional methods to state-of-the-art (SOTA) deep neural network (DNN) algorithms which use language...
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . Build Status Installation Note: in order to run PowerToys,...
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A cross platform (Linux and Windows) user mode SDK to read data from your Azure Kinect device. Azure Kinect SDK (K4A) Welcome to the Azure Kinect DK Sensor SDK! While devices and the Body Tracking SDK will be available thissummer, we wanted to share the Sensor SDK now. We hope you can use this interim period to get familiar withour SDK, ask questions, and provide feedback. See Azure.com/Kinect for deviceinfo and available documentation. Introduction Azure Kinect SDK is a cross platform (Linux...
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The new Windows Terminal, and the original Windows console host -- all in the same place! Welcome! This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Other related repositories include: Console API Documentation Installation (Note: in order to run the Windows Terminal, you'll need to be running at least Windows build 18362 or...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Windows Calculator: A simple yet powerful calculator that ships with Windows Calculator The Windows Calculator app is a modern Windows app written in C++ that ships pre-installed with Windows.The app provides standard, scientific, and programmer calculator functionality, as well as a set of converters between various units of measurement and currencies. Calculator ships regularly with new features and bug fixes. You can get the latest version of Calculator in the Microsoft Store . Features...
Topics: GitHub, code, software, git
Github Mirror by Narabot
software
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Best Practices on Recommendation Systems Recommenders This repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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The new Windows Terminal, and the original Windows console host -- all in the same place! Welcome! This repository contains the source code for: Windows Terminal The Windows console host ( conhost.exe ) Components shared between the two projects ColorTool Sample projects that show how to consume the Windows Console APIs Other related repositories include: Console API Documentation Installation (Note: in order to run the Windows Terminal, you'll need to be running at least Windows build 18362 or...
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Welcome to the Bot Framework Solutions repository which is the home for a set of templates and solutions to help build advanced conversational experiences using Azure Bot Service and Bot Framework. Microsoft Bot Framework is a comprehensive framework for building enterprise-grade conversational AI experiences. https://dev.botframework.com/ This repository is the home for a set of templates and solutions to help build conversational experiences using Azure Bot Service and Bot Framework . Things...
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Natural Language Processing Best Practices & Examples NLP Best Practices In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions. In the last few years, researchers have been applying newer deep learning methods to NLP. Data scientists started moving from traditional methods to state-of-the-art (SOTA) deep neural network (DNN) algorithms which use language...
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Natural Language Processing Best Practices & Examples NLP Best Practices In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions. In the last few years, researchers have been applying newer deep learning methods to NLP. Data scientists started moving from traditional methods to state-of-the-art (SOTA) deep neural network (DNN) algorithms which use language...
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Best Practices on Recommendation Systems Recommenders This repository provides examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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Download the bundle microsoft-PowerToys_-_2019-05-09_15-58-32.bundle and run: git clone microsoft-PowerToys_-_2019-05-09_15-58-32.bundle -b master Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for...
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Best Practices on Recommendation Systems Recommenders This repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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Best Practices on Recommendation Systems Recommenders This repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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Windows system utilities to maximize productivity Overview PowerToys is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Inspired by the Windows 95 era PowerToys project , this reboot provides power users with ways to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. A great overview of the Windows 95 PowerToys can be found here . The first preview of these utilities can be installed from...
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Sample code for Channel 9 Python for Beginners course Getting started with Python Overview The series of videos on Channel 9 is designed to help get you up to speed on Python. If you're a beginning developer who's looking to add Python to your quiver of languages, or trying to get started on a data science or web project, these videos can help teach you the foundation necessary to walk through a quick start or other tutorial. What you'll learn The basics of Python Starting a project Common...
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Debugging, monitoring and visualization for Python Machine Learning and Data Science Welcome to TensorWatch TensorWatch is a debugging and visualization tool designed for deep learning and reinforcement learning from Microsoft Research. It works in Jupyter Notebook to show real-time visualizations of your machine learning training and perform several other key visualizations of your models and data. TensorWatch is designed to be flexible and extensible so you can even build your own custom...
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Microsoft Web Template Studio quickly builds web applications using a wizard-based UI to turn your needs into a foundation of best patterns and practices Microsoft Web Template Studio Microsoft Web Template Studio ( WebTS ) is a Visual Studio Code Extension that accelerates the creation of new web applications using awizard-based experience. WebTS enables developers to generate boilerplate code for a web applicationby choosing between different front-end frameworks, back-end frameworks, pages...
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Best Practices on Recommendation Systems Recommenders This repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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Visually explore, understand, and present your data. SandDance Visually explore, understand, and present your data. By using easy-to-understand views, SandDance helps you find insights about your data, which in turn help you tell stories supported by data, build cases based on evidence, test hypotheses, dig deeper into surface explanations, support decisions for purchases, or relate data into a wider, real world context. SandDance uses unit visualizations, which apply a one-to-one mapping...
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Natural Language Processing Best Practices & Examples NLP Best Practices In recent years, natural language processing (NLP) has seen quick growth in quality and usability, and this has helped to drive business adoption of artificial intelligence (AI) solutions. In the last few years, researchers have been applying newer deep learning methods to NLP. Data scientists started moving from traditional methods to state-of-the-art (SOTA) deep neural network (DNN) algorithms which use language...
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This is a fun, new monospaced font that includes programming ligatures and is designed to enhance the modern look and feel of the Windows Terminal. Welcome! This repository contains the source code of Cascadia Code. Other related repositories include: Windows Terminal Installation You can install the latest version of Cascadia Code from the releases page here: https://github.com/microsoft/cascadia-code/releases Clicking on the Cascadia.ttf file will download it to your machine. From there, open...
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Best Practices on Recommendation Systems Recommenders This repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. The examples detail our learnings on five key tasks: - Prepare Data : Preparing and loading data for each recommender algorithm- Model : Building models using various classical and deep learning recommender algorithms such as Alternating Least Squares ( ALS ) or eXtreme Deep Factorization Machines ( xDeepFM ).- Evaluate :...
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C++ Library Manager for Windows, Linux, and MacOS Vcpkg Overview Vcpkg helps you manage C and C++ libraries on Windows, Linux and MacOS. This tool and ecosystem are constantly evolving; your involvement is vital to its success! For short description of available commands, run vcpkg help . Github: https://github.com/microsoft/vcpkg Slack: https://cpplang.now.sh/ , the #vcpkg channel Docs: Documentation | Windows (x86, x64, arm, uwp) | MacOS | Linux || ------------- | ------------- |...
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Microsoft REST API Guidelines Microsoft REST API Guidelines The Microsoft REST API Guidelines are Microsoft's internal company-wide REST API design guidelines.Teams at Microsoft typically reference this document when setting API design policy.They may additionally create documents specific to their team, adding further guidance or making adjustments as appropriate to their circumstances. We publish these guidelines here with the aim of fostering dialogue and learning in the API community at...
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