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jrmontag.github.io

static github page

jsonlines

Documentation for the JSON Lines text file format

keras-hello-world

keras-mnist-tutorial

For a mini tutorial at U of T, a tutorial on MNIST classification in Keras.

mnist-sklearn

Code and notes from using scikit-learn on the MNIST digits dataset. For more of a narrative on this project, see the article:

pl

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pure-single

Single blogging theme for Pelican blogs

python-docker-demo

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

reveal-template

A template for kickstarting Reveal.js presentations and host them on Github Pages.

simple-n-grams

social-media-pulse

White paper and code describing the Social Media Pulse model for sudden, unexpected events in Twitter data.

statlearning-notebooks

Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).

stldecompose

A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

system-setup

Programmatic machine setup

talk-python-fastapi

OpenWeather API from TalkPython course

tau

:bird: Template for creating a tweetbot with AWS Lambda

test_geojson

text-format-table

Python script to create a text-formatted table of numbers that are decimal aligned, display a set number of significant figures and formatted with commas and spaces for thousands and thousanths..

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

thursday

Tweet to let us know if it's currently Thursday.

tool-drawer

odds and ends. just like the ol' tool drawer

tw-sentiment-model-model

Modeling someone else's Twitter sentiment model.

tweet-image-labels

An experiment in labeling images found in Tweets.

tweet_parser

Reliably parse Tweets delivered by Gnip products in both the activity-streams and original formats.

wwc_meetup_gnip_arduino