intro_stats
Introduction to Statistics: an integrated textbook and workbook using R (by VectorPosse)
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)
| intro_stats | vtreat | |
|---|---|---|
| 3 | 1 | |
| 15 | 281 | |
| - | 0.4% | |
| 4.9 | 3.0 | |
| 9 months ago | 9 months ago | |
| TeX | HTML | |
| MIT License | GNU General Public License v3.0 or later |
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.
intro_stats
Posts with mentions or reviews of intro_stats.
We have used some of these posts to build our list of alternatives
and similar projects.
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How to learn R programming?
https://github.com/VectorPosse/intro_stats work through these assignments, there’s also a free textbook linked. It’ll give basic stats and an intro to R
- Teaching myself stats and I'm not okay
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Statistics courses for dummies?
My undergrad data science professor posts all his assignments on GitHub. Its a textbook free class so the assignments have everything you need in them. You'll probably need to do some R tutorials to get a hang of the document format but it's completely worth it. He has each assignment organized by topic so you can jump around if you want to.
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.
What are some alternatives?
When comparing intro_stats and vtreat you can also consider the following projects:
lme4cens - Simple Mixed Effect Models and Censoring
datasciencecoursera - Data Science Repo and blog for John Hopkins Coursera Courses. Please let me know if you have any questions.
my-little-crony - A visualization of the connections between Tory politicians and companies being awarded government contracts during the pandemic.