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 805 6,063 148 (11 issues need help) 14 Updated May 17, 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-1.1 317 11,373 37 1 Updated May 16, 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 212 1,028 14 4 Updated May 16, 2020

• debugpy

  An implementation of the Debug Adapter Protocol for Python
  Python 7 70 104 1 Updated May 16, 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 193 2,414 15 (1 issue needs help) 4 Updated May 16, 2020

• FairMOT

  This project provides an official implementation of our recent work on real-time multi-object tracking in videos. The previous works conduct object detection and tracking with two separate models so they are very slow. In contrast, we propose a one-stage solution which does detection and tracking with a single network by elegantly solving the al…
  Python MIT 0 4 0 0 Updated May 16, 2020

• onnxconverter-common

  Common utilities for ONNX converters

  machine-learning python-library onnx
  Python MIT 10 24 0 0 Updated May 16, 2020

• service-fabric-cli

  Service Fabric CLI Tools

  python azure azure-service-fabric
  Python 41 43 28 4 Updated May 16, 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 150 361 40 3 Updated May 15, 2020

• msticpy

  Microsoft Threat Intelligence Security Tools
  Python MIT 40 267 0 1 Updated May 15, 2020

• Oscar

  Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

  vqa image-captioning vision-and-language pre-training image-text-search
  Python MIT 2 11 0 0 Updated May 16, 2020

• homebrew-vsonline

  Homebrew tap for Visual Studio Online.
  Python MIT 0 4 0 0 Updated May 15, 2020

• dowhy

  DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

  data-science machine-learning python3 graphical-models bayesian-networks causal-inference
  Python MIT 255 1,924 8 (1 issue needs help) 0 Updated May 15, 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 122 108 11 11 Updated May 15, 2020

• nnitp

  Neural net interpretability with Bayesian interpolants
  Python MIT 0 0 0 0 Updated May 14, 2020

• DeepSpeedExamples

  Example models using DeepSpeed
  Python MIT 7 37 3 0 Updated May 14, 2020

• hummingbird

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

  machine-learning scikit-learn pytorch neural-networks tensor-computation
  Python MIT 4 26 15 (3 issues need help) 0 Updated May 16, 2020

• MLOpsPython

  MLOps using Azure ML Services and Azure DevOps

  azure-machine-learning azureml mlops
  Python MIT 335 281 13 0 Updated May 14, 2020

• nlp-recipes

  Natural Language Processing Best Practices & Examples

  nlp machine-learning natural-language-processing deep-learning text-classification text best-practices
  Python MIT 565 4,639 45 2 Updated May 13, 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 7 5 4 0 Updated May 13, 2020

• MT-DNN

  Multi-Task Deep Neural Networks for Natural Language Understanding
  Python MIT 4 24 0 0 Updated May 13, 2020

• ptgnn

  A PyTorch Graph Neural Network Library

  deep-learning pytorch geometric-deep-learning graph-neural-networks gnn
  Python MIT 0 2 0 0 Updated May 13, 2020

• anomalydetector

  SR-CNN
  Python MIT 17 73 6 1 Updated May 13, 2020

• botframework-sdk

  Bot Framework provides the most comprehensive experience for building conversation applications.

  nodejs javascript python java bot typescript sdk
  Python MIT 2,233 6,023 112 1 Updated May 13, 2020

• NimbusML

  Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

  python data-science machine-learning scikit-learn ml mlnet nimbusml
  Python 52 248 70 7 Updated May 16, 2020

• dpu-utils

  Utilities used by the Deep Program Understanding team
  Python MIT 15 55 0 0 Updated May 12, 2020

• aerial_wildlife_detection

  Tools for detecting wildlife in aerial images using active learning

  conservation aerial-imagery active-learning wildlife aiforearth
  Python MIT 13 44 5 1 Updated May 16, 2020

• knack

  Knack - A Python command line interface framework
  Python MIT 64 242 18 2 Updated May 13, 2020

• seismic-deeplearning

  Deep Learning for Seismic Imaging and Interpretation

  microsoft computer-vision deep-learning neural-networks segmentation seismic seismic-inversion
  Python MIT 38 114 39 2 Updated May 13, 2020

• MaskFlownet

  [CVPR 2020] MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
  Python MIT 20 91 1 0 Updated May 10, 2020