Andy McDonaldinPython in Plain EnglishSphinx-Autosummary: Creating Cleaner API Navigation MenusRemoving package and module names from Sphinx Autosummary navigation menus·5 min read·Apr 23, 2024----
Andy McDonaldinTowards Data ScienceUsing Python to Explore and Understand Equations in PetrophysicsA simple way to understand parameters to the Archie Water Saturation equation using Python·5 min read·Apr 11, 2024----
Andy McDonaldinTowards Data SciencePython in Geoscience: An Essential SkillHow Python can help your daily subsurface geoscience workflows·8 min read·Apr 8, 2024----
Andy McDonaldinTowards Data ScienceHow to Structure and Organise a Streamlit AppBringing Order to a Python Streamlit App Through an Organised Project Folder Structure·7 min read·Feb 10, 2024--2--2
Andy McDonaldinTowards Data ScienceGetting Started With Python as a Geoscientist? Here Are 5 Ways You Can Improve Your Code!5 Tips to Help You Get Off to a Better Start When Writing Python Code·8 min read·Jan 27, 2024--3--3
Andy McDonaldinTowards Data ScienceUnlocking Data from Graphs: How to Digitise Plots and Figures with WebPlotDigitizerUnlocking Digital Potential from Static Image Data·6 min read·Jan 14, 2024--1--1
Andy McDonaldinTowards Data ScienceAdding Inset Axes to Matplotlib FiguresA how-to on adding inset axes to a Matplotlib figure to improve your data visualisation·6 min read·Nov 3, 2023----
Andy McDonaldinTowards Data ScienceWell Log Measurement Prediction Using Neural Networks with KerasAn example of predicting bulk density (RHOB) with Keras and illustrating impacts of normalisation on prediction results·11 min read·Oct 26, 2023--1--1
Andy McDonaldinTowards Data ScienceChatGPT Advanced Data Analytics For Custom Matplotlib Well Log PlotsUsing OpenAI’s Code Interpreter to Create Well Log Plots for Petrophysics and Geoscience Interpretations·15 min read·Sep 18, 2023--1--1
Andy McDonaldinTowards Data Science4 Essential Resources to Help Improve Your Data VisualisationsTools to Help You Create Effective and Compelling Data Visualisations·7 min read·Aug 12, 2023--8--8