Josh Montague's repositories
STLDecompose
A Python implementation of Seasonal and Trend decomposition using Loess (STL) for time series data.
social-media-pulse
White paper and code describing the Social Media Pulse model for sudden, unexpected events in Twitter data.
Data-Science-45min-Intros
Materials for our team teaching+learning sessions around CS, ML, stats, and related data science topics. Intended to take ~45 minutes, mostly in narrative IPython notebooks.
tweet-image-labels
An experiment in labeling images found in Tweets.
co-covid-ww-streamlit
A Streamlit frontend app displaying Colorado's COVID-19 Wastewater data
CS231n-Convolutional-Neural-Networks-for-Visual-Recognition
In this repo you can find my solutions for both 2016 and 2017 assignments of the CS231n course taught by Stanford on visual recognition. Spring 2017 solutions are for both deep learning frameworks: TensorFlow and PyTorch.
data-engineering-101
Introduction to Data Engineering workshop, learn to build a data pipeline with Luigi!
Gnip-Analysis-Pipeline
Processing pipeline for JSON-formatted Tweet data, such as that returned by Gnip APIs.
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
co-covid-ww
A JSON data API for querying Colorado's COVID-19 Wastewater data
blog
Source files and content for my personal site.
cowx
experimental
data-science-from-scratch
code for Data Science From Scratch book
fsds_workshop
Full Stack Data Science Workshop
Gnip-Python-Historical-Utilities
Use Gnip's API to create and control Historical Powertrack jobs.
Gnip-Python-Search-API-Utilities
Python interface for the Gnip Twitter Search API
Gnip-Stream-Collector-Metrics
Python script for monitoring rule production, latency, token frequency, etc.
intro2stats
Introduction to Statistics using Python
keras-mnist-tutorial
For a mini tutorial at U of T, a tutorial on MNIST classification in Keras.
shotspotter-locations
Leaked data on the location of ShotSpotter listening devices
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
talk-python-fastapi
OpenWeather API from TalkPython course
tweet_parser
Reliably parse Tweets delivered by Gnip products in both the activity-streams and original formats.