python

Worldmap with gapminder data — The following is a quick guide to getting up and running quickly in Python on a Work Computer. I personally find Anaconda overkill for simply running some python scripts. Plus, Anaconda was removed from the corporate Software Center App. This process should take about 5 minutes to get up and […]

Git up and Running with Python on a Work Computer

2022-08-13 in Engineering tagged matplotlib / numpy / plotly / python / Tutorial / VSCode / windows

Process flow diagram of the water treatment plant — Tutorial using machine learning clustering algorithms on a wastewater treatment plant from daily sensors. Python code provided on GitHub.

ML Clustering of a Waste Water Treatment Plant

2020-11-22 in Engineering tagged k-means / machinelearning / python / scikit-learn / scipy

This article covers my setup of a clean slated #macOS decked out with an aesthetically pleasing #CLI and #Python setup ready for development. #Homebrew > #Git > iTerm2 with Oh My Zsh with fzf powerful fuzzy searching and integration with #vim

macOS Initial setup of CLI and Python Dev

2020-09-08 in Engineering tagged CLI / macOS / python

Windows WSL1 Pip Flow — Article covers my setup of Python on both Windows 10 using Chocolately and WSL 1 (Debian distro) using pip tools. Clean install through to git version control discussed.

Python, pip, WSL 1 Debian Setup on Windows 10

2020-09-01 in Engineering tagged python / windows / wsl

Flow diagram of the software setup for WS2 Python Win10 Setup — I cover my setup of Python on both Windows 10 using Chocolately and WSL 2 (Ubuntu distro) using Miniconda. Discuss PowerToys and Jupyter.

Python, Conda, WSL 2 Ubuntu Setup on Windows 10

2020-08-27 in Engineering tagged linux / python / windows / wsl

Is weekly timesheet entry at the bottom of your task list? I have tried many systems to enlighten this chore, from pen and paper to now online time tracking and reporting using #Python #API requests. This is an early version of a personal #KPI metrics based system, that I can extend to suit project specifics.

Online Time Tracking and Reporting with Python API

2020-04-09 in Engineering tagged API / Excel / pandas / python

Using Python, we will extract the APRA MySuper Heatmap data and create easy to read heatmaps of the top 15 funds based on returns and finding low fees.

Simplified APRA MySuper Heatmaps with Python

2020-04-05 in Engineering tagged pandas / python / seaborn

intersecting painted lines on the road — Linear interpolation in Microsft Excel: =IFERROR( IF( [@[x_axis]] = MAX(T_Inputs[x_axis]), INDEX(T_Inputs, MATCH([@[x_axis]], T_Inputs[x_axis], 1 ), MATCH([@[data_columns]], VALUE(T_Inputs[#Headers]), 0) ), ( INDEX(T_Inputs, MATCH([@[x_axis]], T_Inputs[x_axis],1), MATCH([@[data_columns]], VALUE(T_Inputs[#Headers]), 0 ) ) * ( IF([@[x_axis]] = MAX(T_Inputs[x_axis]), MAX(T_Inputs[x_axis]), INDEX(T_Inputs[x_axis], MATCH([@[x_axis]], T_Inputs[x_axis], 1 ) + 1) ) – [@[x_axis]] ) + IF([@[x_axis]] = MAX(T_Inputs[x_axis]), MAX(T_Inputs[x_axis]), […]

Linear Interpolation Using Python – Much simpler than Excel

2020-03-04 in Engineering tagged matplotlib / numpy / python / scipy