John Walk's repositories
frontend-backend
practice for a frontend + backend service, based off `fastapi-test`
reddit_data
scripts for pulling subreddit data into DB
venmo2ynab
quick script for converting Venmo's CSV download to a format readable by YNAB's web client
model-serving
simple Dockerized flask API serving ML models
rusttext
Rust port with Python bindings of the FastText language model's vocabulary/tokenizer management.
confinement
energy-confinement model for I-mode data
document-indexer
A simple document indexer.
edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
fastapi-test
trying out fastapi
fasttext-keras
Cython + Keras implementation of FastText language model
jrwalk.github.io
Jekyll-built website hosted on Github
kaggle-titanic
Titanic survivor kaggle competition
keras
Deep Learning for humans
loguru
Python logging made (stupidly) simple
PoP2015
work for upcoming PoP paper on I-mode ELM characterization
profiletools
Tools for working with plasma profile data
pydantic
Data parsing using Python type hinting
rust-katas
working through code katas for rust practice
scaling
Modular tools for scaling-law calculation
tech-blog-fastapi-demo
sample code for tech blog post "Porting Flask to FastAPI for ML Model Serving"
tech-blog-roll-the-dice
example code for blog post "Python CLI Utilities with Poetry and Typer"