Microsoft

Repositories

• Bringing-Old-Photos-Back-to-Life

  Bringing Old Photo Back to Life (CVPR 2020 oral)

  pytorch generative-adversarial-network gans image-restoration old-photo-restoration
  Python MIT 5 58 1 0 Updated Sep 18, 2020

• 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 949 6,872 209 (13 issues need help) 24 Updated Sep 18, 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 290 3,303 30 (1 issue needs help) 9 Updated Sep 17, 2020

• bonsai-gym
  Python MIT 0 0 0 0 Updated Sep 17, 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 207 139 18 6 Updated Sep 17, 2020

• bonsai-common
  Python MIT 0 0 0 0 Updated Sep 17, 2020

• electionguard-web-api

  ElectionGuard Web API that interacts with admin encrypter devices to perform ballot encryption, casting, spoiling, and tallying
  1 package Python MIT 7 7 8 (1 issue needs help) 1 Updated Sep 17, 2020

• moabian

  Project Moab software stack
  1 package Python MIT 0 1 0 0 Updated Sep 17, 2020

• graspologic

  Python package for graph statistics

  python data-science machine-learning graph networks graph-statistics
  Python MIT 40 109 116 (12 issues need help) 16 Updated Sep 18, 2020

• PDP-Solver

  PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers
  Python MIT 13 24 3 0 Updated Sep 17, 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.
  Python MIT 12 36 37 (12 issues need help) 3 Updated Sep 17, 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
  Python MIT 8 29 28 3 Updated Sep 17, 2020

• hummingbird

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

  machine-learning scikit-learn pytorch neural-networks tensor-computation
  Python MIT 135 1,670 32 (1 issue needs help) 4 Updated Sep 17, 2020

• tf2-gnn

  TensorFlow 2 library implementing Graph Neural Networks
  Python MIT 34 225 2 2 Updated Sep 17, 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 169 402 49 5 Updated Sep 17, 2020

• debugpy

  An implementation of the Debug Adapter Protocol for Python
  Python 14 156 128 4 Updated Sep 17, 2020

• archai

  Reproducible Rapid Research for Neural Architecture Search (NAS)

  deep-learning darts nas network-architecture neural-architecture-search petridish
  Python 18 31 2 0 Updated Sep 17, 2020

• FarmBeats-UniversityCommunity

  The Microsoft FarmBeats University Community repo, helps educators and students learn about precision agriculture and Internet of Things (IoT) technologies.
  Python MIT 9 3 0 0 Updated Sep 16, 2020

• cascadia-code

  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.
  Python OFL-1.1 393 13,492 42 0 Updated Sep 16, 2020

• GLUECoS

  A benchmark for code-switched NLP, ACL 2020
  Python MIT 13 19 1 3 Updated Sep 17, 2020

• antares

  Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12 and GraphCore platforms.
  Python 6 17 0 0 Updated Sep 16, 2020

• vi-hds

  Variational inference for hierarchical dynamical systems
  Python 12 30 2 0 Updated Sep 16, 2020

• DialoGPT

  Large-scale pretraining for dialogue

  machine-learning dialogue text-generation pytorch transformer data-processing text-data
  Python MIT 139 948 37 0 Updated Sep 16, 2020

• DeBERTa

  The implementation of DeBERTa

  deeplearning representation-learning language-model bert natural-language-understanding self-attention roberta
  Python MIT 16 84 1 2 Updated Sep 15, 2020

• onnxruntime-training-examples

  Examples for using ONNX Runtime for model training.
  Python MIT 11 39 2 1 Updated Sep 15, 2020

• playwright-python

  Python version of the Playwright testing and automation library
  Python Apache-2.0 18 210 9 3 Updated Sep 15, 2020

• OpenMSFTL

  Research simulation toolkit for federated learning
  Python 0 2 3 0 Updated Sep 15, 2020

• synthetic-data-showcase

  Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis.
  Python MIT 1 1 0 0 Updated Sep 15, 2020

• infinibatch

  Efficient, check-pointed data loading for deep learning with massive data sets.
  Python MIT 5 87 6 0 Updated Sep 15, 2020

• MLOpsPython

  MLOps using Azure ML Services and Azure DevOps

  azure-machine-learning azureml mlops
  Python MIT 408 362 30 4 Updated Sep 15, 2020