vtreat | data frame processor/conditioner | Machine Learning library

by WinVector HTML Version: 1.6.0 License: GPL-2.0

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | vtreat Summary

vtreat is a HTML library typically used in Artificial Intelligence, Machine Learning applications. vtreat has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

vtreat is a data.frame processor/conditioner (available for R, and for Python) that prepares real-world data for supervised machine learning or predictive modeling in a statistically sound manner.

Support

Quality

Security

License

Reuse

Support

vtreat has a low active ecosystem.

It has 276 star(s) with 44 fork(s). There are 25 watchers for this library.

It had no major release in the last 12 months.

There are 1 open issues and 22 have been closed. On average issues are closed in 14 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of vtreat is 1.6.0

Quality

vtreat has 0 bugs and 0 code smells.

Security

vtreat has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

vtreat code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

vtreat is licensed under the GPL-2.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

vtreat releases are available to install and integrate.

Installation instructions, examples and code snippets are available.

It has 22055 lines of code, 0 functions and 101 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

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vtreat Key Features

No Key Features are available at this moment for vtreat.

vtreat Examples and Code Snippets

No Code Snippets are available at this moment for vtreat.

Community Discussions

Trending Discussions on vtreat

I detached packages and now I can't assign values

Saving categorical variable treatment plan in R

QUESTION

I detached packages and now I can't assign values

Asked 2018-Oct-09 at 06:52

Oops. I unchecked a bunch of packages in RStudio and I think I unchecked a critical one that I shouldn't have touched. Now, I can't even do basic things like assign a variable a value e.g., a <- 1. I keep getting the error:

...

ANSWER

Answered 2018-Oct-09 at 06:52

object.size is in the utils package:

Source https://stackoverflow.com/questions/52712277

QUESTION

Saving categorical variable treatment plan in R

Asked 2018-Jun-20 at 11:38

The R package vtreat provides a handy way of creating "one-hot encoders" for the categorical variables (see a relevant post at the Win-Vector blog). Is there any way to save the treatment plan tplan object for further use (e.g., equivalent mechanism of pickle in Python).

...

ANSWER

Answered 2018-Jun-20 at 11:38

Base R provides the general functions save() and load() for such purposes.

Here is a reproducible example using code snippets from the post you have linked to:

Source https://stackoverflow.com/questions/50931310

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install vtreat

To install, from inside R please run:.

Support

For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .

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