tidyr VS mech

Compare tidyr vs mech and see what are their differences.

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tidyr mech
2 5
1,332 200
1.0% 2.0%
6.5 7.0
4 days ago 6 months ago
R Rust
GNU General Public License v3.0 or later Apache License 2.0
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.

tidyr

Posts with mentions or reviews of tidyr. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-22.
  • Frustration: One Year with R
    10 projects | news.ycombinator.com | 22 Mar 2022
    This was fun to play around with. I made some very minor changes and posted at https://gist.github.com/hadley/d54895557fbb0fe0402d2277b9011....

    It revealed to me that there's a buglet in `forcats::last()` (https://github.com/tidyverse/forcats/issues/303) and made me wonder if `pivot_longer()` should be able to rename the columns as you pivot them (https://github.com/tidyverse/tidyr/issues/1338)

  • What are your thoughts on data.table vs tidyverse vs tidy syntax with data.table backends (dtplyr, tidytable) in R?
    2 projects | /r/datascience | 24 Feb 2021
    I originally wrote tidytable because dtplyr was missing a lot of functionality my coworkers and I needed, and at the time dtplyr looked like a "forgotten package" (lots of open issues/bugs, very infrequent updates). Hadley Wickham also mentioned at one point [he had no plans for adding tidyr functions)[https://github.com/tidyverse/tidyr/issues/1015#issuecomment-682977139]. He changed his mind on that one - tidyr functions are the ones that I'm in the process of contributing to dtplyr now.

mech

Posts with mentions or reviews of mech. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-24.
  • Reactive Programming Without Functions
    2 projects | news.ycombinator.com | 24 Mar 2024
    There's also https://github.com/mech-lang/mech which is a sort of descendant of Eve https://witheve.com/ . That too seems to be getting close to hiatus. It's a bit of a shame since it seems like quite a nice paradigm for some stuff like GUIs, interactive stuff, and discrete event simulation, but I suppose the paradigm is both a bit obscure and different enough from everything else that it becomes a "boil the ocean" situation where one or a few people try and hack away but aren't really able to get much traction and eventually tired themselves out.
  • What features would you want in a new programming language?
    5 projects | /r/ProgrammingLanguages | 3 Jan 2023
    You should take a look at the language Iā€™m developing, Mech: https://github.com/mech-lang/mech
  • How do you think of concurrency and parallelism and what would your dream syntax be for it?
    2 projects | /r/ProgrammingLanguages | 6 Dec 2022
    I'm working on a language called Mech (github.com/mech-lang/mech) that is semantically parallel and asynchronous first. You can write something like this:
  • Mech Lang Spring Update: On the Road Toward Beta!
    1 project | /r/ProgrammingLanguages | 19 May 2022
    Hi everyone. I've posted here a couple times about my language Mech, which you can find here. I've just put together an update which I hope this community will find interesting!
  • Frustration: One Year with R
    10 projects | news.ycombinator.com | 22 Mar 2022
    > HN readers - do you have an "up and coming" language that you think has better structured the fundamentals from R, that you hope will someday have enough capabilities you can use it instead of R?

    Hope is the operative word here!

    I'm writing a language to compete in this area. It's called Mech and I'll be releasing the first beta in October. You can think of it like Matlab + Excel. It's very fast, has default-parallel semantics for operators and functions, and supports full interactive coding with no startup/compilation latency issues. It's meant for robots, but I've also designed it to be a better Matlab, and I think it should take on R handily. Fair warning, it's public alpha now so error messages are sparse and the happy path is narrow.

    https://github.com/mech-lang/mech

What are some alternatives?

When comparing tidyr and mech you can also consider the following projects:

tidytable - Tidy interface to 'data.table'

cheatsheets - Posit Cheat Sheets - Can also be found at https://posit.co/resources/cheatsheets/.

forcats - šŸˆšŸˆšŸˆšŸˆ: tools for working with categorical variables (factors)

Frustration-One-Year-With-R - An extremely long review of R.

ggplot2-book - ggplot2: elegant graphics for data analysis

COVID-19 - Plots and analysis relating to the pandemic

ggplot2 - An implementation of the Grammar of Graphics in R

wesanderson - A Wes Anderson color palette for R

tokay - Tokay is a programming language designed for ad-hoc parsing, inspired by awk.