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AI Code Generator

RTutor

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簡介:

RTutor is an innovative AI-driven application designed for effortless data analysis through natural language processing.

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四月 7 2023

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RTutor 工具資訊

什麼是 RTutor?

RTutor is a powerful AI-driven application that enables users to engage with their data through natural language queries. It converts your requests into R code, facilitating data analysis while generating informative plots and numerical results seamlessly.

如何使用 RTutor？

To get started with RTutor, begin by uploading your dataset in CSV, TSV, tab-delimited text files, or Excel format. Next, pose questions or make requests about the data using plain English. The AI will then create R code based on your queries, executing it within a Shiny environment to present the results. Users can refine and validate the generated code for more in-depth analysis.

RTutor 的核心功能

RTutor's core features include the ability to upload and analyze datasets, ask questions about the data in natural language, generate R code for analysis and visualization, and provide interactive plots and numeric results. It also allows users to continue from previous code chunks and keeps a record of all code for reproducibility.

RTutor 的使用案例

RTutor can be used for a variety of purposes, such as data exploration, visualization, and basic statistical analysis. It is particularly helpful for users with some R coding experience who want to speed up their coding process and get a draft code to test and refine. It can be used by individuals, students, and researchers in various fields.

來自 RTutor 的常見問題

What is RTutor?: RTutor is an artificial intelligence (AI)-based app that enables users to interact with their data via natural language. It generates R code to analyze the data and provides plots and numeric results as outputs.
How does RTutor work?: The requests are sent to OpenAI's AI system, which returns R code. The code is executed in a Shiny environment to display results or error messages. Multiple requests are logged to produce an R Markdown file, allowing for record keeping and reproducibility.
Can people without R coding experience use RTutor for statistical analysis?: Not entirely. While RTutor can help with data visualization and exploratory data analysis (EDA), the generated code may not always be correct. It is recommended to have some R coding experience for better understanding and validation of the generated code.
Who is RTutor for?: RTutor is primarily designed to assist individuals with some R coding experience to learn and be more productive with R. It can be used to speed up the coding process and provide a starting point for further refinement and validation.
How do you ensure the correctness of the results generated by RTutor?: To ensure correct results, it is recommended to rephrase the question or request and try different runs with varying parameters. Higher temperature settings can provide diverse choices. Users can also double-check the results from different runs for consistency.
Can RTutor be used for R coding homework?: No, RTutor is not intended to replace proper learning and validation of R coding. It is recommended to learn R coding properly to be able to judge the correctness of the generated code.
Can private companies use RTutor?: No, RTutor is currently available for non-profit organizations only. The website and source code are freely available for academic and non-profit use under the CC BY-NC 3.0 license.
Can RTutor be run locally?: Yes, RTutor can be downloaded as an R package and installed locally. However, an API key from OpenAI is required to use the app.
Why do I get different results with the same request?: OpenAI's language model has inherent randomness that can be controlled by adjusting parameters like 'temperature'. Higher temperature settings can result in more diverse choices. It is recommended to run multiple tests and compare the results for consistency.
How much does OpenAI's cost per session?: The cost per session can range from $0.01 to $0.1, depending on the number of requests sent. There is a monthly usage limit, and exceeding it may result in the website not working for the rest of the month. Regular users are encouraged to obtain their own API key.
Can RTutor replace statisticians or data scientists?
How can I effectively write my request in RTutor?
Can R packages be installed within the AI-generated code in RTutor?
Can large files be uploaded to the RTutor website?
The server is busy or the website is stuck. What should I do?
Voice input does not work. What could be the issue?
Is the photo on the website yours?

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RTutor

什麼是 RTutor?

如何使用 RTutor？

RTutor 的核心功能

RTutor 的使用案例

來自 RTutor 的常見問題

What is RTutor?

How does RTutor work?

Can people without R coding experience use RTutor for statistical analysis?

Who is RTutor for?

How do you ensure the correctness of the results generated by RTutor?

Can RTutor be used for R coding homework?

Can private companies use RTutor?

Can RTutor be run locally?

Why do I get different results with the same request?

How much does OpenAI's cost per session?

Can RTutor replace statisticians or data scientists?

How can I effectively write my request in RTutor?

Can R packages be installed within the AI-generated code in RTutor?

Can large files be uploaded to the RTutor website?

The server is busy or the website is stuck. What should I do?

Voice input does not work. What could be the issue?

Is the photo on the website yours?

RTutor 評論 (0)

RTutor 的替代品

RTutor 的標籤