PinnedAndrew HuanginStackademicTransform a Python script into an interactive, web app, and make it performantA guide on how to turn a script, that outputs an image of a hurricane track, into a shareable app using Panel, and the best practices to…Jan 246Jan 246
Andrew HuangIncorporating LLMs with data visualizationsA guide sharing a couple examples on using interactive Python, HoloViz tools (hvPlot, HoloViews, Panel) alongside LLMs, like OpenAI’s…Sep 25Sep 25
Andrew HuangOlympics as ChartsWith the Paris Olympics 2024 on the horizon, let’s visualize its history!Jul 26Jul 26
Andrew HuanginStackademicHoloViews Streams for Exploring Multidimensional DataSlice and dice a dataset, any way you like it!Mar 25Mar 25
Andrew HuangEvaluate and filter LLM output using logprobs & colored textHave you ever wanted to evaluate the confidence of LLM’s output? Utilize log probabilities!Feb 5Feb 5
Andrew HuangCreate publication-styled figures with hvPlot using the Bokeh backendThis guide will cover how to customize your hvPlot / HoloViews plots for a more polished and publication-ready look, and while doing so…Jan 22Jan 22
Andrew HuangPanel & Streamlit; 5 key differencesBoth let users build web apps in pure Python — no JS, HTML, or CSS needed. Here’s what I found unique in each!Apr 25, 20231Apr 25, 20231
Andrew HuanginThe Prefect BlogExplain Your Python Exceptions with OpenAIHow to build an AI assistant to help you troubleshoot your Python applicationsJan 26, 2023Jan 26, 2023
Andrew HuanginThe Prefect BlogMigrating Databricks Tasks from Prefect 1 to Prefect 2From Task Library to Databricks CollectionAug 25, 20221Aug 25, 20221
Andrew HuangThe point of salting and hashing passwords, demonstrated with PythonThe concept of salting and hashing has to do with securing databases that contain login credentials so that even if the hackers somehow…Aug 7, 2021Aug 7, 2021
