ranger
A Fast Implementation of Random Forests (by imbs-hl)
dlookr
Tools for Data Diagnosis, Exploration, Transformation (by choonghyunryu)
ranger | dlookr | |
---|---|---|
2 | 2 | |
757 | 193 | |
0.4% | - | |
7.6 | 8.6 | |
4 months ago | 3 months ago | |
C++ | R | |
- | 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.
ranger
Posts with mentions or reviews of ranger.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-27.
- Ranger random forest with beta splits really slow?
-
What is your favorite R package and why?
caret and tidymodels are one higher level of abstraction from glmnet. caret and tidymodels allow you to write reusable code that can apply to multiple different kinds of models like glmnet-style regularized regression, ranger-style random forests, mars-style regression, etc. This kind of abstraction is helpful when you're comparing different models or combining models and want to minimize new code written per model.
dlookr
Posts with mentions or reviews of dlookr.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-27.
- What function in R comes closest to the SPSS "frequencies" command?
-
What is your favorite R package and why?
dlookr for exploratory data analysis.
What are some alternatives?
When comparing ranger and dlookr you can also consider the following projects:
renv - renv: Project environments for R.
keyring - :closed_lock_with_key: Access the system credential store from R
Prophet - Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.