Microsoft

Repositories

• nni

  An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

  python data-science machine-learning deep-learning neural-network tensorflow machine-learning-algorithms
  Python MIT 1,040 8,183 225 (13 issues need help) 15 Updated Nov 1, 2020

• playwright-python

  Python version of the Playwright testing and automation library.

  playwright
  Python Apache-2.0 60 1,277 22 1 Updated Nov 1, 2020

• recommenders

  Best Practices on Recommendation Systems

  microsoft python kubernetes data-science machine-learning tutorial deep-learning
  Python MIT 1,416 8,539 90 (10 issues need help) 7 Updated Nov 1, 2020

• 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.

  infrastructure performance-engineering data-science sqlserver optimize-systems
  3 packages Python MIT 17 43 39 5 Updated Nov 1, 2020

• antares

  Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12 and GraphCore platforms.
  Python 8 25 0 0 Updated Oct 31, 2020

• 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…

  simulator reinforcement-learning multi-agent inventory-management operations-research citi-bike multi-agent-reinforcement-learning
  Python MIT 19 189 14 8 Updated Oct 31, 2020

• debugpy

  An implementation of the Debug Adapter Protocol for Python
  Python 18 185 113 2 Updated Oct 31, 2020

• hummingbird

  Hummingbird compiles trained ML models into tensor computation for faster inference.

  machine-learning scikit-learn pytorch neural-networks tensor-computation
  Python MIT 140 1,750 39 (1 issue needs help) 5 Updated Oct 31, 2020

• PowerPlatformConnectors

  This is a repository for Microsoft Power Automate, Power Apps, and Azure Logic Apps connectors

  microsoft connector powerapps logicapps powerautomate power-platform
  Python MIT 250 164 19 8 Updated Oct 31, 2020

• DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

  machine-learning deep-learning gpu pytorch data-parallelism model-parallelism billion-parameters
  Python MIT 320 3,627 54 (1 issue needs help) 14 Updated Oct 31, 2020

• InnerEye-DeepLearning

  Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack

  deep-learning azure healthcare medical-imaging
  Python MIT 28 120 30 7 Updated Oct 30, 2020

• 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.

  hacktoberfest electionguard
  Python MIT 28 55 45 (2 issues need help) 5 Updated Oct 30, 2020

• SparseSC

  Fit Sparse Synthetic Control Models in Python
  Python MIT 11 24 12 1 Updated Oct 30, 2020

• aerial_wildlife_detection

  Tools for detecting wildlife in aerial images using active learning

  conservation aerial-imagery active-learning wildlife aiforearth
  Python MIT 24 83 7 1 Updated Oct 30, 2020

• DeepSpeedExamples

  Example models using DeepSpeed
  Python MIT 26 69 4 2 Updated Oct 30, 2020

• aml-acceleration-template

  A template repository for quickly adopting Azure Machine Learning
  Python MIT 7 11 3 0 Updated Oct 30, 2020

• Cream

  [NeurIPS'20] Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  Python MIT 1 39 0 0 Updated Oct 30, 2020

• 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.

  python platform finance machine-learning quant quantitative-finance investment
  Python MIT 81 647 13 1 Updated Oct 31, 2020

• K-Adapter
  Python MIT 1 3 0 0 Updated Oct 30, 2020

• ProphetNet

  ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training https://arxiv.org/pdf/2001.04063.pdf
  Python MIT 41 193 19 1 Updated Oct 30, 2020

• knack

  Knack - A Python command line interface framework
  Python MIT 76 257 21 7 Updated Oct 29, 2020

• BackwardCompatibilityML

  Project for open sourcing research efforts on Backward Compatibility in Machine Learning
  Python MIT 3 7 15 1 Updated Oct 31, 2020

• bonsai-cli

  A python library for making API calls to Bonsai BRAIN.
  Python MIT 1 6 0 0 Updated Oct 30, 2020

• onnxruntime-training-examples

  Examples for using ONNX Runtime for model training.
  Python MIT 14 44 3 1 Updated Oct 29, 2020

• mu

  Project mu Documentation

  uefi uefi-development projectmu
  Python BSD-2-Clause 58 433 14 (1 issue needs help) 2 Updated Oct 29, 2020

• homebrew-vscodespaces

  Homebrew tap for Visual Studio Online.
  Python MIT 2 4 0 0 Updated Oct 29, 2020

• graspologic

  Python package for graph statistics

  python data-science machine-learning graph networks graph-statistics
  Python MIT 48 121 120 (9 issues need help) 26 Updated Nov 1, 2020

• 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.

  microsoft python bot bots bot-framework microsoft-bot-framework microsoft-cognitive-services
  Python MIT 174 412 48 8 Updated Oct 28, 2020

• msticpy

  Microsoft Threat Intelligence Security Tools
  Python MIT 65 380 1 0 Updated Oct 28, 2020

• asconnect

  Wrapper around the Apple App Store Connect REST APIs
  Python MIT 1 7 0 0 Updated Oct 28, 2020