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.
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
Includes examples on how to evaluate LLMs (See: https://www.philschmid.de/evaluate-llm).
Demo of FastAPI (Duke MIDS - DevOps, MLOps, DataOps)