Joel Grus

data-science-from-scratch. code for Data Science From Scratch book

fizz-buzz-tensorflow. fizz buzz in tensorflow

hackernews. There are way too many stories on Hacker News, and there's no option for "show me only the stories that Joel would like". So I built one. (Maybe "cobbled together" is more appropriate.)

joelnet. live coding deep learning library

autograd. coding an autograd from scratch

stupid-itertools-tricks-pydata. code for my "stupid itertools tricks" talk from pydata seattle 2015

learning-my-kid-to-code. trying to get my kid excited about code by writing small programs together

twitter-globe. tweets on a globe

fizzbuzz. code for the book "Ten Essays on Fizz Buzz"

shirts. T-Shirts, Feminism, Parenting, and Data Science

advent2020. advent of code 2020

kaggle-toxic-allennlp. AllenNLP model for the Kaggle toxic comments challenge

advent2019. advent of code 2019

streamlit-allennlp. allennlp + streamlit demo

science-questions. end-to-end data product for generating random science quizzes

snowmeth. use AI to write a novel using the snowflake method

advent2018. solutions for advent of code 2018

streamlit-games. streamlit games

fun-with-trump-tweets. code for Seattle Twitter-Dev Meetup, October 2016

polyglot-twitter-bot. code for writing twitter bots in several languages

odscnet. repo for my ODSC West 2017 Talk: "Livecoding Madness: Let's Build a Deep Learning Library"

advent2021. advent of code 2021

unredact-mueller-report-using-BERT. unredact mueller report using BERT

chain-py. Fluent sequence operations in Python

doing-data-science-in-the-time-of-chatgpt. talk for meetup

kexp. scraping where the music matters

spot-it. generate spot-it cards

oscon-2018. livecoding talk for oscon 2018

lm-explorer. interactive explorer for language models

dspatbot. a simple chatbot built in DSPy

advent2017. advent of code 2017

fire. code for my Ignite Strata talk on Secrets of Fire Truck Society

dspygraph. making dspy behave more like langgraph

awesome-podcasts. Collection of awesome podcasts

puppynet. repo for "Livecoding Madness" deep learning library for PuPPy meetup

rag-from-household-objects. create a RAG from ordinary household objects

human-in-the-loop-dspy-tool. "Human in the Loop" as a dspy.Tool

data. datasets for data science from scratch

flask-plus-mithril. just a toy example of a mithril front end paired with a flask back end

pythonplot.com. 📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.

dumb-language-model. just a dumb language model in a streamlit app

project-euler-haskell. project euler in haskell

advent2023. advent of code 2023

clickventure. a react-based implementation of a ClickHole-style ClickVenture

dsfs-function-index-cycle-js. reimplementation of Data Science from Scratch function index in cycle.js

advent2022. Python

proof-of-concept-delight. code for my talk at the 2020 NLP summit

pux-it. a "Spot It" clone, sort of, built using purescript-pux

allennlp. An open-source NLP research library, built on PyTorch.

pytorch-pretrained-BERT. A PyTorch implementation of Google AI's BERT model with script to load Google's pre-trained models

posterization-k-means. Posterization using k means clustering

posterization-pyladies. image posterization using k-means clustering

taboollm. AI agents that play taboo

numbers-game. game for my toddler to help her learn numbers and letters and colors

solvington. solvington website

rts_and_endorsements.

speed-scrabble. speed scrabble

wodrag. agentic rag over the crossfit.com workouts-of-the-day

thinking-spreadsheet. files for Thinking Spreadsheet