shanepeckham

CustomSpeech-Processing-Pipeline

Pre Processing Pipeline for Azure Custom Speech service

Dev-Resources

PowerSkillTemplate

A sample FastAPI application compatible with PowerSkills

azure-cli

Command-line tools for Azure.

azure-rest-api-specs

The source for REST API specifications for Microsoft Azure.

azure-search-power-skills

A collection of useful functions to be deployed as custom skills for Azure Cognitive Search

azure-videoindexer-python

Demonstration of using the Azure Video Indexer REST API in Python

azureml-examples

Official community-driven Azure Machine Learning examples, tested with GitHub Actions.

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

code-with-engineering-playbook

This is the playbook for "code-with" customer or partner engagements

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

custom-machine-translation-recipes

Custom Translation Accelerators & Examples

darknet-azure-vm-ubuntu-18.04

Deploy an NVIDIA GPU-backed virtual machine in Azure for creating YOLO models.

doccano

Open source text annotation tool for machine learning practitioner.

embarrassingly-simple-zero-shot-learning

This is a started/demo code for Zero-Shot-Learning via implementation of Embarrassingly simple ZSL (ICML 2015)

fucking-algorithm

手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

knowledge-extraction-recipes-forms-1

Knowledge Extraction For Forms Accelerators & Examples

media-services-video-indexer

Contains the Azure Media Services Video Indexer samples

MLOps

MLOps examples

moss

How to join Microsoft OSS GitHub org

MusicTransformer-pytorch

implementation of music transformer with pytorch (ICLR2019)

nlp

Natural Language Processing Best Practices & Examples

NLP-1

Stanford XCS224N - Deep Learning for NLP

pytorch-pretrained-BERT

The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

SDNet

SDNet

shanepeckham

simpletransformers

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

theory-of-umt

Experiments accompanying A Theory of Unsupervised Translation Motivated by Understanding Animal Communication (NeurIPS 2023)