Microsoft
Open source projects and samples from Microsoft
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nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
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recommenders
Best Practices on Recommendation Systems
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MLOS
MLOS is a Data Science powered infrastructure and methodology to democratize and automate Performance Engineering. MLOS enables continuous, instance-based, robust, and trackable systems optimization.
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antares
Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12 and GraphCore platforms.
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maro
Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization. It can be applied to many important industrial domains, such as container inventory management in logistics, bike repositioning in transportation, virtual machine provisioning in data centers, and a…
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debugpy
An implementation of the Debug Adapter Protocol for Python
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hummingbird
Hummingbird compiles trained ML models into tensor computation for faster inference.
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PowerPlatformConnectors
This is a repository for Microsoft Power Automate, Power Apps, and Azure Logic Apps connectors
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DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.
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InnerEye-DeepLearning
Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack
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electionguard-python
This repository is a "reference implementation" of ElectionGuard written in Python. This implementation can be used to conduct End-to-End Verifiable Elections as well as privacy-enhanced risk-limiting audits.
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SparseSC
Fit Sparse Synthetic Control Models in Python
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aerial_wildlife_detection
Tools for detecting wildlife in aerial images using active learning
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DeepSpeedExamples
Example models using DeepSpeed
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aml-acceleration-template
A template repository for quickly adopting Azure Machine Learning
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Cream
[NeurIPS'20] Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
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qlib
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies.
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ProphetNet
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training https://arxiv.org/pdf/2001.04063.pdf
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knack
Knack - A Python command line interface framework
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BackwardCompatibilityML
Project for open sourcing research efforts on Backward Compatibility in Machine Learning
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bonsai-cli
A python library for making API calls to Bonsai BRAIN.
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onnxruntime-training-examples
Examples for using ONNX Runtime for model training.
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homebrew-vscodespaces
Homebrew tap for Visual Studio Online.
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graspologic
Python package for graph statistics
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botbuilder-python
The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and other popular services.
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msticpy
Microsoft Threat Intelligence Security Tools
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asconnect
Wrapper around the Apple App Store Connect REST APIs

