jesford

testing-in-data-science

Intro to Testing in Data Science Tutorial

cluster-lensing

Galaxy Cluster and Weak Lensing Tools

data-augmentation-demo

Tutorial on data augmentations for ML with images and text

paper-on-cluster-lensing

Software paper in progress, documenting the cluster-lensing package

PyTrends-Demo

Notebook demonstrating the PyTrends package

dash-LDAP-authentication

Simple work-around for using LDAP authentication with Dash Apps

git-implementation-in-python

Demo notebook for PyLadies session on Git

model-review

MLflow Demo + Model Review Overview

animals

software carpentry practice repo

bulwark

Bulwark is a package for convenient property-based testing of pandas dataframes, supported for Python 3.5+.

DSSG2016

UW eScience DSSG 2016 blog.

DSSG2016-UnsafeFoods

future-covid-data

Mapping future COVID-19 related data on an interactive map.

gensim

Topic Modelling for Humans

google-trends-analysis

Did the 2016 US election influence sales of Outdoor gear?

googleads-python-lib

The Python client library for Google's Ads APIs

hello-world

PyLadies Git Demo

house-prices

Kaggle practice project for ML working group

import-what

Python package and import tutorial

jesford.github.io

Personal website

MagniPy

Code for weak lensing magnification measurements

mesocarp

Palm oil is an edible vegetable oil derived from the mesocarp of the fruit of the oil palms

nanigans-reporting-api

A Python adapter for the Nanigans Reporting API 2.0.

neveragaindottech.github.io

Source files for the neveragain.tech site

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pep257

Short presentation on the Docstring PEP

provenance

Provenance and caching library for python functions, built for creating lightweight machine learning pipelines

recap-pycon2019

Highlights from PyCon

setup-new-macbook

Instructions for setting up a new MacBook Pro according to my personal preferences

Tutorials

Notebooks and other teaching materials