vtreat
vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under choice of GPL-2 or GPL-3 license. (by WinVector)
lme4cens
Simple Mixed Effect Models and Censoring (by lenz99)
vtreat | lme4cens | |
---|---|---|
1 | 1 | |
281 | 6 | |
0.4% | - | |
3.0 | 2.0 | |
9 months ago | 5 months ago | |
HTML | HTML | |
GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
vtreat
Posts with mentions or reviews of vtreat.
We have used some of these posts to build our list of alternatives
and similar projects.
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[Q] Reducing Categorical Variables with Many Levels
vtreat was created to solve this problem. IIRC it uses a form of contrast encoding.
lme4cens
Posts with mentions or reviews of lme4cens.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Fully crossed Tobit model
I was trying to use the censReg package but I'm unclear on how to specify the crossed effects for participant and task? I found this walkthrough but the package they use apparently no longer works.
What are some alternatives?
When comparing vtreat and lme4cens you can also consider the following projects:
intro_stats - Introduction to Statistics: an integrated textbook and workbook using R
datasciencecoursera - Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
data.validator - validate your data and create nice reports straight from R
my-little-crony - A visualization of the connections between Tory politicians and companies being awarded government contracts during the pandemic.
dash - Data Apps & Dashboards for Python. No JavaScript Required.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing