Microsoft

Repositories

• playwright-python

  Python version of the Playwright testing and automation library
  Python Apache-2.0 3 56 15 2 Updated Jul 19, 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 872 6,514 181 (12 issues need help) 22 Updated Jul 19, 2020

• GLUECoS

  A benchmark for code-switched NLP, ACL 2020
  Python MIT 0 0 0 0 Updated Jul 19, 2020

• hummingbird

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

  machine-learning scikit-learn pytorch neural-networks tensor-computation
  Python MIT 128 1,578 25 (3 issues need help) 2 Updated Jul 18, 2020

• msticpy

  Microsoft Threat Intelligence Security Tools
  Python MIT 45 302 0 3 Updated Jul 18, 2020

• debugpy

  An implementation of the Debug Adapter Protocol for Python
  Python 10 126 118 1 Updated Jul 19, 2020

• recommenders

  Best Practices on Recommendation Systems

  microsoft python kubernetes data-science machine-learning tutorial deep-learning
  Python MIT 1,232 7,778 93 (7 issues need help) 6 Updated Jul 19, 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 0 4 0 0 Updated Jul 18, 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 281 2,071 8 (1 issue needs help) 1 Updated Jul 19, 2020

• MASS

  MASS: Masked Sequence to Sequence Pre-training for Language Generation
  Python 157 878 47 7 Updated Jul 18, 2020

• bistring

  Bidirectionally transformed strings

  string sequence-alignment
  Python MIT 7 324 1 4 Updated Jul 18, 2020

• reconner

  ReconNER, Debug annotated Named Entity Recognition (NER) data for inconsistencies and get insights on improving the quality of your data.

  nlp data ai ner-data
  Python MIT 0 13 0 0 Updated Jul 18, 2020

• Linux-CommA

  The Linux Commit Analyzer tracks patches from upstream and downstream kernels.
  Python 0 1 0 1 Updated Jul 18, 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 160 123 15 22 Updated Jul 18, 2020

• pyvisa-mock

  A testing framework for VISA based instruments
  Python MIT 1 1 0 0 Updated Jul 17, 2020

• forecasting

  Time Series Forecasting Best Practices & Examples

  python machine-learning r deep-learning time-series best-practices jupyter-notebook
  Python MIT 204 1,406 7 0 Updated Jul 17, 2020

• homebrew-vsonline

  Homebrew tap for Visual Studio Online.
  Python MIT 0 4 0 0 Updated Jul 17, 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 234 2,713 28 7 Updated Jul 17, 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 251 1,218 27 6 Updated Jul 17, 2020

• tf2-gnn

  TensorFlow 2 library implementing Graph Neural Networks
  Python MIT 25 203 1 1 Updated Jul 17, 2020

• ANCE

  A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks
  Python MIT 1 16 1 0 Updated Jul 17, 2020

• archai

  Reproducible Rapid Research for Neural Architecture Search (NAS)

  deep-learning darts nas network-architecture neural-architecture-search petridish
  Python 16 25 2 0 Updated Jul 19, 2020

• landcover

  Land Cover Mapping

  aiforearth
  Python 27 50 2 0 Updated Jul 17, 2020

• spacy-ann-linker

  spaCy pipeline component for generating spaCy KnowledgeBase Alias Candidates for Entity Linking
  Python MIT 2 17 2 0 Updated Jul 17, 2020

• DialoGPT

  Large-scale pretraining for dialogue

  machine-learning dialogue text-generation pytorch transformer data-processing text-data
  Python MIT 122 865 32 0 Updated Jul 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-1.1 377 12,904 41 1 Updated Jul 16, 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 3 19 43 (11 issues need help) 4 Updated Jul 16, 2020

• ptgnn

  A PyTorch Graph Neural Network Library

  deep-learning pytorch geometric-deep-learning graph-neural-networks gnn
  Python MIT 9 76 1 0 Updated Jul 16, 2020

• vert-papers

  This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

  nlp machine-learning research entity-resolution ml ner nlp-resources
  Python 0 7 0 0 Updated Jul 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 163 383 52 8 Updated Jul 19, 2020