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 945 6,841 201 (13 issues need help) 30 Updated Sep 11, 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 262 2,912 33 (1 issue needs help) 12 Updated Sep 11, 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 7 24 26 5 Updated Sep 10, 2020

• debugpy

  An implementation of the Debug Adapter Protocol for Python
  Python 13 153 127 2 Updated Sep 10, 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 34 40 (12 issues need help) 4 Updated Sep 10, 2020

• hummingbird

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

  machine-learning scikit-learn pytorch neural-networks tensor-computation
  Python MIT 134 1,664 29 (1 issue needs help) 3 Updated Sep 10, 2020

• BackwardCompatibilityML

  Project for open sourcing research efforts on Backward Compatibility in Machine Learning
  Python MIT 0 0 0 0 Updated Sep 10, 2020

• DeepSpeedExamples

  Example models using DeepSpeed
  Python MIT 17 56 4 2 Updated Sep 10, 2020

• recommenders

  Best Practices on Recommendation Systems

  microsoft python kubernetes data-science machine-learning tutorial deep-learning
  Python MIT 1,334 8,221 95 (10 issues need help) 7 Updated Sep 10, 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 203 135 17 13 Updated Sep 10, 2020

• msticpy

  Microsoft Threat Intelligence Security Tools
  Python MIT 59 349 0 2 Updated Sep 10, 2020

• TextWorld

  ​TextWorld is a sandbox learning environment for the training and evaluation of reinforcement learning (RL) agents on text-based games.

  reinforcement-learning text-based-adventure text-based-game
  Python 134 836 10 7 Updated Sep 10, 2020

• ptgnn

  A PyTorch Graph Neural Network Library

  deep-learning pytorch geometric-deep-learning graph-neural-networks gnn
  Python MIT 16 90 1 0 Updated Sep 10, 2020

• unilm

  UniLM - Unified Language Model Pre-training / Pre-training for NLP and Beyond

  nlp language-generation language-understanding pre-trained-model document-understanding unilm minilm
  Python MIT 300 1,382 49 6 Updated Sep 10, 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 10, 2020

• antares

  Antares: an automatic engine for multi-platform kernel generation and optimization. Supporting CPU, CUDA, ROCm, DirectX12 and GraphCore platforms.
  Python 1 17 0 0 Updated Sep 10, 2020

• opentelemetry-azure-monitor-python

  This repository is the home to Azure Monitor SDKs and exporters utilizing the OpenTelemetry Python Client https://github.com/open-telemetry/opentelemetry-python to send telemetry data to Azure Monitor written in Python.
  Python MIT 11 9 8 0 Updated Sep 9, 2020

• onnxruntime-training-examples

  Examples for using ONNX Runtime for model training.
  Python MIT 11 38 2 2 Updated Sep 9, 2020

• aerial_wildlife_detection

  Tools for detecting wildlife in aerial images using active learning

  conservation aerial-imagery active-learning wildlife aiforearth
  Python MIT 21 61 7 1 Updated Sep 9, 2020

• GLUECoS

  A benchmark for code-switched NLP, ACL 2020
  Python MIT 12 18 1 1 Updated Sep 10, 2020

• MaskFlownet

  [CVPR 2020, Oral] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask

  optical-flow sintel kitti feature-matching occlusion cvpr2020 feature-warping
  Python MIT 41 183 4 1 Updated Sep 10, 2020

• aed-wonder-woman
  Python 0 0 0 0 Updated Sep 9, 2020

• OpenMSFTL

  Research simulation toolkit for federated learning
  Python 0 2 3 0 Updated Sep 9, 2020

• github-traffic-tracker

  Azure Function to track your GitHub traffic
  Python MIT 3 0 3 0 Updated Sep 8, 2020

• infinibatch

  Efficient, check-pointed data loading for deep learning with massive data sets.
  Python MIT 5 83 5 1 Updated Sep 9, 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 169 399 49 4 Updated Sep 8, 2020

• sim-packaging

  Tooling to abstract away docker building of simulators using az acr
  Python MIT 0 0 1 0 Updated Sep 8, 2020

• robustdg

  Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

  machine-learning artificial-intelligence causality privacy-preserving-machine-learning domain-generalization
  Python MIT 5 21 0 0 Updated Sep 8, 2020

• DFOL-VQA

  Differentiable First-Order Logic Reasoning for Visual Question Answering
  Python MIT 1 5 0 0 Updated Sep 8, 2020

• DiscoFaceGAN

  Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning (CVPR 2020 Oral)
  Python MIT 28 200 5 0 Updated Sep 7, 2020