mech VS dtplyr

Compare mech vs dtplyr and see what are their differences.

dtplyr

Data table backend for dplyr (by tidyverse)
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mech dtplyr
5 24
199 656
3.0% 0.8%
7.0 7.5
5 months ago about 1 month ago
Rust R
Apache License 2.0 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.

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 I’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:
  • 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

dtplyr

Posts with mentions or reviews of dtplyr. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-09.

What are some alternatives?

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

tidytable - Tidy interface to 'data.table'

polars - Dataframes powered by a multithreaded, vectorized query engine, written in Rust

tidypolars - Tidy interface to polars

vaex - Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second πŸš€

explorer - Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir

Datamancer - A dataframe library with a dplyr like API

dataiter - Python classes for data manipulation

forcats - 🐈🐈🐈🐈: tools for working with categorical variables (factors)

ggplot2-book - ggplot2: elegant graphics for data analysis

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

tidyexplain - πŸ€Ήβ€β™€ Animations of tidyverse verbs using R, the tidyverse, and gganimate

RdplyrSelects