Iain's starred repositories
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
data-science-blogs
A curated list of data science blogs
Kats
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.
osmnx-examples
Gallery of OSMnx tutorials, usage examples, and feature demonstations.
free_r_tips
Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every week.
performance
:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
gds_course
Geographic Data Science, the course
pgsql-addressing-dictionary
TSearch dictionaries for addresses
crimemapping_textbook_bookdown
Workbook for crime mapping course
geographic-data-science
This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.
Limitless-Analytics-with-Azure-Synapse
Limitless Analytics with Azure Synapse, published by Packt
Azure-Synapse-Analytics-cookbook
Analytics in Azure Synapse Simplified
nhsr2022_level-up-your-plots
Slides and materials from the Level up your plots workshop
NearRepeat
NearRepeat
NearRepeat
NearRepeat
PatrolRedistrict
Patrol Redistricting with workload constraints
crime_clustering
Using DBSCAN and ST-DBSCAN to identify clusters of violence and sexual offences in Birmingham
crimelinkage
:exclamation: This is a read-only mirror of the CRAN R package repository. crimelinkage — Statistical Methods for Crime Series Linkage Report bugs for this package: <mporter@cba.ua.edu>
geo-spatial-processing-postgres-python
This repo covers code artefact for implementing geospatial data processing with PostgreSQL and Python.