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VS Code Shortcuts

PlantUML entity and connector types

direnv to configure environments by directory

Shell setup

Command provenance analysis

Docker setup

Sample tox

Sample mypy

ruff

Project setup

An Overview

Project configuration

Environment setup

Git pre-commit hooks

Sample pyproject

Thread-based concurrency and Process-based parallelism in Python

Memory Profiling

Using WandB Artifacts

Gradient Clipping

Visualize histograms of all Pandas colums

Spot correlations with a Pandas Scatter Matrix

Probability calibration displays with SciKit Learn

Plot precision-recall with SciKit Learn

Plot ROC curves with SciKit Learn

4-dimensional scatter plots in Pandas

Stable splits of datasets with hashes

Select only max

Plot a log-scaled x-axis for a log-transformed Pandas series

Group event counts indexed by relative day

Display Pandas DataFrames as interactive tables

Aggregating Timeseries Data into Boxplots

Adding median labels to Seaborn boxplots

Refresh DNS cache

Monitor application-specific network usage

Mac Apps

Switch Apple keyboard fn key behavior

Installing Tensorflow on Mac M1

Homebrew packages

Apple deprecating old Macs

Vimdiff mergetool

Squash and merge branch into main

Write IMG or ISO files to USB disks

Spawn processes from a flatpak sandbox

Running MongoDB on Linux

PopOS blank screen after 20 seconds

List installed systemd services

Linux apt packages

Flatpak package update

nvm setup

Useful npm packages