XiaofengZhu

uRank_uMart

Listwise Learning to Rank by Exploring Unique Ratings (WSDM 2020)

AI-900-AIFundamentals

Includes labs for AI Fundamentals.

azureml-examples

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

AzureML-Observability

Scalable solution for ML Observability

coding-interview-university

A complete computer science study plan to become a software engineer.

ColossalAI

Making big AI models cheaper, easier, and more scalable

cudf

cuDF - GPU DataFrame Library

cugraph

cuGraph - RAPIDS Graph Analytics Library

doccano

Open source annotation tool for machine learning practitioners.

dp-transformers

Differentially-private transformers using HuggingFace and Opacus

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

feathr

Feathr – An Enterprise-Grade, High Performance Feature Store

Getting-Started-with-Google-BERT

Getting Started with Google BERT, published by Packt

inception

INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.

MAB-Retraining

IEEE Big Data 2021 Paper Submission

MLops-1

mlops-project-template

msia423_rds_tutorial

Files for NWU msia423 rds tutorial

mslearn-mlops

This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.

MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pypi-hello-world

Publish a hello world Python package on PyPI

pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

RAI-vNext-Preview

A Repository for the public preview of Responsible AI in AML vNext

responsible-ai-widgets

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

tf2-gnn

TensorFlow 2 library implementing Graph Neural Networks

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

trunkbased-mlops

This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.