tvhahn Goto Github PK

100-days-of-sql

Practicing SQL, one day at a time

2019-web

Repository for Pycon CA 2019 website

anomaly-pyconca

Anomaly Detection in the Wild -- presentation and notebook for PyCon Canada 2019

arxiv-code-search

Do authors on arXiv make their code and data available? We're building text mining and machine learning tools to find out!

autoencoder-sandbox

Playing with different autoencoders.

azure-search-openai-demo

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

beautiful-plots

A collection of beautiful plots, and other data visualization stuff.

blog-snips

Notebooks from my blog, tvhahn.com, so that others try them.

car-insurance-prediction

Car insurance prediction.

cdc-birth-data

Analyzing the CDC birth data files with Python. Oh baby!

codeabbey-solutions

My solutions to the daily challenges.

compute-canada-hpc

Beginner tutorials and help for using Compute Canada's High Performance Computer. Learn to setup and run a Jupyter Notebook!

d3.js-tutorial

d3.js tutorial from freecodecamp

data-homicides

The Washington Post collected data on more than 52,000 criminal homicides over the past decade in 50 of the largest American cities.

earthgan

Can we visualize a large scientific data set with a surrogate model? We're building a GAN for the Earth's Mantle Convection data set to see if we can! (Work presented at IEEE VIS 2021)

elec-425

Work from a machine-learning course.

high-speed-datalog

High speed data logging with the STMicroelectronics sensor tile (STEVAL-STWINKT1)

hugo-hero-theme

A multi-page Hugo theme with fullscreen hero images and fullwidth sections.

jekyll-theme-chirpy

A minimal, sidebar, responsive web design Jekyll theme that focuses on text presentation.

learn-flask-gcp

Learning Flask, with the idea of deploying simple apps on Google Cloud Platform

machine-learning-practice

Machine learning assignments, along with other "practice"

manufacturing-data-science-with-python

Data science applied to problems in manufacturing (and some other ML stuff too).

map2map

A neural network emulator to transform field data

markdown-documentation-template

midi-explore

Understanding the inner workings of MIDI files.

milling-files

UC Berkeley milling data post-processing files for Compute Canada.

milling-gpu

Using the GPUs on HPC

ml-tool-wear

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in article "Self-Supervised Learning for Tool Wear Monitoring with a Disentangled-Variational-Autoencoder"

musenet-midi-py

MuseNet MIDI encoder & decoder

object_tracking