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Extreme Vibe Coding: The Making of DataMap

Inspired by shinyheatmap.com, shared by Ming Tang on X, I embarked on a side project, creating DataMap, a lightweight Shiny app designed to generate heatmaps. Based on shinylive and webR, the app runs in the browser in a serverless setup, Read more…

By Ge lab, 4 weeksApril 21, 2025 ago
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X/Twitter is a magical place

Since xAI now owns X/Twitter, we are starting to see lots of AI features on X. But I argue that these features are not needed, because we already have a lot of magic that makes it fascinating. 1.    Feed disappears, like Read more…

By Ge lab, 4 weeksApril 19, 2025 ago
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Create PowerPoint Presentations in Minutes

If you frequently create presentations, AI can significantly simplify your workflow. Beyond helping with research, AI can draft PowerPoint files for you to edit, enhance, and personalize. While there are dedicated AI tools for this, you can achieve excellent results Read more…

By Ge lab, 6 monthsDecember 3, 2024 ago
AI

Minutes in Minutes: Summarize Meetings with AI

Meetings are essential for collaboration; documenting discussions helps keep a record and inform others who are absent. However, summarizing meetings and writing minutes can be time-consuming. AI tools like ChatGPT or Claude make it easy. It is free, and in Read more…

By Ge lab, 6 monthsDecember 2, 2024 ago
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Exploratory data analysis, automated!

Exploratory data analysis (EDA) is an essential first step in any data science project. Consider it the equivalent of an annual doctor’s check-up but for data science projects. I have long believed that EDA can be automated as the tasks Read more…

By Ge lab, 2 yearsNovember 3, 2023 ago
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Specific aims need to be coherent and focused

A well-crafted grant proposal does more than just outline a project; it pinpoints its specific objectives with clarity and precision. The “specific aims” section of a grant proposal is pivotal, as it delineates the targets the project seeks to achieve. Read more…

By Ge lab, 2 years ago
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How do you debug shiny apps?

[Written by GPT-4.] Shiny is a web application framework for R, and like any other programming tool, it sometimes needs debugging. Here are some general tips and strategies for debugging Shiny apps:   1. Use the `browser()` function: In R, Read more…

By Ge lab, 2 yearsJuly 18, 2023 ago
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Coding with GPT-4: asking the right question

Using Nicola Rennie‘s ggflowchart package, I created a flowchart like this one. But the colors are assigned randomly. I wanted to specify the colors for the three categories. Here is how I did it with GPT-4. I am too lazy Read more…

By Ge lab, 2 yearsMay 21, 2023 ago
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Chatbot debate: Dogs are better pets than cats

A related video is on YouTube. I orchestrated a debate between ChatGPT (version 3.5) and GPT-4 on the topic of whether dogs or cats make better pets. To initiate this, I set up two separate chat sessions; one utilizing GPT-3.5 Read more…

By Ge lab, 2 yearsMay 11, 2023 ago
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Write a story with BabyAGI and ChatGPT

This is an attempt to write a fictional story using BabyAGI. The edited story will be released later.   *****CONFIGURATION***** Name: BabyAGI LLM : gpt-3.5-turbo Mode: none *****OBJECTIVE***** Write a 500-word story about a highschool girl Oliva. The story includes Read more…

By Ge lab, 2 yearsApril 19, 2023 ago

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