How-tos, Experiments, and Misc Research – Matt Triano

Interactive python development

workflow

setup

how-to

How I set up and develop with Jupyterlab

How to securely network and access your resources remotely

tailscale

infrastructure

ssh

workflow

security

vlan

How to set up and use Tailscale

Tailscale Installation Script Security Audits

tailscale

security

bash

code audit

Reading through the Tailscale install script

How to set up and play with a Postgres db using Docker

docker

Postgres

PostGIS

sandbox

tutorial

A full tutorial of a basic workflow

Collecting High Resolution Satellite Imagery

rasterio

GIS

data collection

Preparing for image segmentation experiments

How to Manually Reproduce a Conda Env

conda

tutorial

howto

How to reverse engineer an old env and rerun old work

Midjourney Experiments

generative AI

midjourney

prompt eng

How to get started playing with Midjourney

Data Quality Monitoring with Great Expectations

great_expectations

tutorial

long

A full tutorial of a basic workflow

Census TIGER Dataset Collector Dev

Documenting the synthesis stage of development

Working with Notebooks

How to develop a post in a notebook

Setting up Conda

conda

setup

tutorial

conda is a language-agnostic package manager and environment management system. conda’s environment management functionality makes it possible for a user to easily switch…

Exploration in Criminal Justice and Corrections Data, Part 3

pandas

analysis

old

Exploring prisoner data up through 2016

Exploration in Criminal Justice and Corrections Data, Part 2

pandas

bokeh

analysis

old

Exploring prisoner data up through 2016

Exploration in Criminal Justice and Corrections Data, Part 1

pandas

analysis

old

Exploring prisoner data up through 2016