Michael Nau's Projects
100 Days of ML Coding
API for AFI Explorer mobile applications
Semester 3, AI Academy, NCSU. Cohort 5 2023
Notebooks from AI Academy, NC State, 2023 Cohort 5.
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
An automated way to transcribe and summarize media files using Amazon S3, AWS Lambda, Amazon Transcribe, and Amazon Bedrock.
Analytics platform supporting USSF websites
A curated list of references for MLOps
Ready to use data science templates, organized by tools to jumpstart your projects and data products in minutes. š published by the Naas community.
Example projects using the AWS CDK
Commons utils for vyked
A Streamlit GUI for document query, generation, and RAG use cases.
This is a sample repo forked from Noah Gift's "DevOps, DataOps, MLOps" series at Duke University MIDS
A framework to make Google Coral hardware easier to install, manage, develop, test, and deploy.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
Database migration
fork of smol-dev ai (agent)
Djangoizer is a Python application that helps developers migrate their existing web frameworks, ORMs, and APIs to Django.
Data Science Colab/Jupyter Notebooks.
Contains files related to content and project of DSND Term 2