xgboost-node VS tsup

Compare xgboost-node vs tsup and see what are their differences.

xgboost-node

Run XGBoost model and make predictions in Node.js (by nuanio)

tsup

The simplest and fastest way to bundle your TypeScript libraries. (by egoist)
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xgboost-node tsup
1 21
37 8,085
- -
10.0 7.2
over 6 years ago 27 days ago
Cuda TypeScript
GNU General Public License v3.0 or later MIT License
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.

xgboost-node

Posts with mentions or reviews of xgboost-node. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-15.
  • Big Changes Ahead for Deno
    13 projects | news.ycombinator.com | 15 Aug 2022
    This chips away at one of the showstoppers for Deno for me, which is good.

    But while "the vast majority" of npm packages don't require a gyp build step for native addons, some of those modules are pretty important, and I see no indication in the announcement that they're also going to be implementing the Node C API or the gyp build process.

    Right now I'm working with a machine learning project, and XGBoost [0] is a direct Node.js extension [1] through the binary interface.

    So this does bring things a step closer to being generally usable, but there are still significant roadblocks.

    A WebAssembly build of XGBoost could work with Deno, but aside from some guy's unsupported side project/proof-of-concept for use in a browser, I'm not seeing an XGBoost WebAssembly build. And generally when deploying something like a machine learning model I'd rather use well-supported tools than to need to dive into the rabbit hole of maintaining my own.

    And yes, XGBoost will likely eventually have that kind of support for Deno, but then the next bleeding-edge project will come along and only support Node.

    Even assuming Deno eventually hits a tipping point in popularity where everyone wants to release Node _and_ Deno support in their bleeding-edge projects, there are still things that I miss from package.json that don't seem to exist in the Deno ecosystem.

    Things like the "scripts" block: A nice centralized place to find all of the things that need to be done to a project, plus auto-run script entries that can trigger when a project is installed. And inheritable, overridable dependency maps (see the yarn "resolutions" block).

    I'd love to jump into Deno, but I think there has been far too much "baby thrown out with the bathwater" to its design. It's the classic development problem of looking at a system and seeing a ton of complexity, but not really understanding that all of that complexity was there for a reason. Maybe when it re-evolves 80% of Node's and npm's features I'll be convinced to make the jump. I'm a huge TypeScript fan after all. But it still strikes me as a violation of "As simple as possible, but no simpler."

    [0] XGBoost is a _very_ promising approach to machine learning, training models much faster and with much more accuracy than traditional approaches.

    [1] https://github.com/nuanio/xgboost-node

tsup

Posts with mentions or reviews of tsup. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-08-30.
  • Server-side Rendering (SSR) From Scratch with React
    5 projects | dev.to | 30 Aug 2023
    Now, we can run all this server reaching the port 4000. If you want to test, build it with tsup or any other way that you want, like ts-node.
  • Creating a package/library using nextjs and typescript
    1 project | /r/nextjs | 12 Jul 2023
    If you're building hooks, providers & components you can go with only React + TypeScript, and use something ESBuild or tsup to build it.
  • Is there an automated way to create a file with the Node interpreter specified?
    2 projects | /r/typescript | 21 Jun 2023
    I am using `tsup` to transpile my application - https://github.com/egoist/tsup
  • Create an npm package template with TypeScript and tsup
    2 projects | dev.to | 10 Jun 2023
  • Ease your module bundling woes with tsup
    1 project | /r/Frontend | 6 Jun 2023
    I spent way to much time over the last couple days trying to line up vite/rollup to bundle my component library with types, type maps and the correct formats. Until I ran across this blog post which introduced me to https://github.com/egoist/tsup and it all just worked in a single readable command. I figured I'd share with you beautiful people so you could get your code bundled faster and carry on with the fun part of programming.
  • Building a modern gRPC-powered microservice using Node.js, Typescript, and Connect
    15 projects | dev.to | 20 Apr 2023
    As we iterate on the definition, we are going to want a better developer experience for rebuilding the package on changes. Typically, for a “library” or “utility” style package, I’d reach for either unbuild’s stub concept or use esbuild/tsup/rollup to implement a more traditional watch/rebuild, but in this case, I’m watching a proto file that lives outsides of the source, which breaks assumptions of those tools.
  • ESM vs Dual Package?
    1 project | /r/node | 25 Mar 2023
    My most recent project uses tsup to package a CJS and a ESM version separately, and I just publish both. It's too early to go full ESM, but I also don't want to stay on CJS, granted that we've been slowly moving away from it. To me as a dev it makes no difference, but if you want to use one or the other as a library consumer, you have a choice in my package
  • TypeScript tooling and ecosystem
    4 projects | /r/typescript | 4 Mar 2023
    If you want to stay in that ecosystem, try tsup. But you should still try to wire up a canonical tsc-based project first to understand the fundamentals.
  • Best builder for typescript library ?
    1 project | /r/typescript | 28 Oct 2022
    Have a look at tsup (https://tsup.egoist.dev) and microbundle (https://www.npmjs.com/package/microbundle)...
  • Creating Modern npm Packages
    3 projects | /r/javascript | 13 Sep 2022
    I actually recommend using tsup to build instead of tsc. It can bundle if you want, makes it easier to output multiple formats if you want, etc. It's also dead simple and lightning fast (like, MUCH faster than tasc). It's zero config so the build script is as simple as this.

What are some alternatives?

When comparing xgboost-node and tsup you can also consider the following projects:

esbuild - An extremely fast bundler for the web

Rollup - Next-generation ES module bundler

deno - A modern runtime for JavaScript and TypeScript.

node-gyp - Node.js native addon build tool

vite - Next generation frontend tooling. It's fast!

deno-lambda - A deno runtime for AWS Lambda. Deploy deno via docker, SAM, serverless, or bundle it yourself.

swc - Rust-based platform for the Web

license-checker - Check NPM package licenses

webpack - A bundler for javascript and friends. Packs many modules into a few bundled assets. Code Splitting allows for loading parts of the application on demand. Through "loaders", modules can be CommonJs, AMD, ES6 modules, CSS, Images, JSON, Coffeescript, LESS, ... and your custom stuff.

bun - Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one

tsdx - Zero-config CLI for TypeScript package development