bstollnitz/grad-school-portfolio

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bstollnitz/grad-school-portfolio

bstollnitz

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Machine learning and data science related projects completed by Bea Stollnitz

old-wpf-blog

A selection of posts from my old WPF blog.

rag

dotfiles

gpt-transformer

A simple implementation of a GPT-style Transformer architecture and inference.

ml-template

Template for machine learning projects.

sindy

This project discovers equations from data using SINDy (sparse identification on nonlinear dynamics).

aml_command_sdk

aml_pipeline_cli

aml_command_cli

aml_pipeline_sdk

aml_sweep

aml_distributed

rag-promptflow

Jupyter Notebook

fashion-mnist

This project uses a simple neural network to classify images from the Fashion MNIST dataset.

fashion-mnist-tf

Code for MNIST projects using TensorFlow and Keras.

activity

This project uses spectrograms and scaleograms to predict human activity from sensor information.

aml_online_endpoint_no_mlflow

fashion-mnist-pytorch

Fashion MNIST projects using PyTorch.

aml_online_endpoint

codespaces-demo

Simple repo used to test devcontainers.

aml_batch_endpoint_no_mlflow

aml-managed-endpoint

aml-batch-endpoint

aml_environment

Examples of different ways to create environments in Azure ML.