xiaofengzhu's repositories
msia423_rds_tutorial
Files for NWU msia423 rds tutorial
ColossalAI
Making big AI models cheaper, easier, and more scalable
azureml-examples
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
AI-900-AIFundamentals
Includes labs for AI Fundamentals.
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
uRank_uMart
Listwise Learning to Rank by Exploring Unique Ratings (WSDM 2020)
dp-transformers
Differentially-private transformers using HuggingFace and Opacus
RAI-vNext-Preview
A Repository for the public preview of Responsible AI in AML vNext
coding-interview-university
A complete computer science study plan to become a software engineer.
mslearn-mlops
This repository contains hands-on challenges for end-to-end machine learning operations (MLOps) with Azure Machine Learning.
AzureML-Observability
Scalable solution for ML Observability
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
trunkbased-mlops
This repository showcases how to implement trunk-based development workflow while working in a Machine Learning project.
feathr
Feathr – An Enterprise-Grade, High Performance Feature Store
MAB-Retraining
IEEE Big Data 2021 Paper Submission
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Getting-Started-with-Google-BERT
Getting Started with Google BERT, published by Packt
tf2-gnn
TensorFlow 2 library implementing Graph Neural Networks
doccano
Open source annotation tool for machine learning practitioners.
inception
INCEpTION provides a semantic annotation platform offering intelligent annotation assistance and knowledge management.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
transformer-pointer-generator
A Abstractive Summarization Implementation with Transformer and Pointer-generator
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
pypi-hello-world
Publish a hello world Python package on PyPI
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.
cugraph
cuGraph - RAPIDS Graph Analytics Library
cudf
cuDF - GPU DataFrame Library
MultiObjectiveOptimization
Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"