nexe
tfjs
Our great sponsors
| nexe | tfjs | |
|---|---|---|
| 16 | 29 | |
| 12,701 | 18,110 | |
| 0.7% | 0.7% | |
| 3.5 | 8.6 | |
| 15 days ago | 8 days ago | |
| TypeScript | TypeScript | |
| MIT License | Apache License 2.0 |
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.
nexe
-
How to run code without node?
In addition to the other responses, there are node packages like pkg and nexe that you can use to package the node executable and your code into a single executable.
-
Deploy on Windows Server
well... you need the code on the server in some way in order to run it. Nodejs doesn't compile to a binary. There are ways to wrap a node install and the code into a binary. But I have never used that in production and can't actually recommend it.
-
Can I use Node for general scripting? (Like python)
yes, you can even compile your js if you want a single executable, with things like nexe
-
Using NodeJs code on a webpage
https://github.com/nexe/nexe is another.
- nexe - create a single executable out of your node.js apps
- Nexe: Create a single executable out of your Node.js apps
- caxa -Package Node.js applications into executable binaries
- Deno 1.13 Release
- This finally happened: rust made more sense
tfjs
-
JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
TensorFlow.js
-
Deep Learning in JavaScript
Many people seem to be unaware of tensorflow.js, an official JS implementation of TF
https://github.com/tensorflow/tfjs
I'd love to see PyTorch in JS, but I think unless you get it running on the GPU it won't be able to do much.
-
Machine Learning in NodeJS || Part 1: TensorflowJS Basics
TensorflowJS GitHub Repository
- PyTorch Primitives in WebGPU for the Browser
-
I want to talk about WebGPU
Also, Tensorflow.js WebGPU backend has been in the works for quite some time: https://github.com/tensorflow/tfjs/tree/master/tfjs-backend-...
-
WebGPU Fundamentals
It's a pity that tfjs never truly developed any decent ops. E.g. you need lgamma to implement the cap for zero-inflated poisson regression and tfjs simply doesn't have that: https://github.com/tensorflow/tfjs/issues/2011
-
Chrome Ships WebGPU
People have been doing it for long with WebGL, see eg https://github.com/tensorflow/tfjs and https://cloudblogs.microsoft.com/opensource/2021/09/02/onnx-...
-
How to get rotation (yaw/pitch/roll) from face detection keypoints?
thanks, no not unity, going to show it as a demo with threejs + tensorflow on the web. I found a github request to add face orientation https://github.com/tensorflow/tfjs/issues/3835 looks like they assigned someone to add it but doesn't look like its available yet, but there's some posts about the math I can use to get rotations based on some of the landmarks
-
[P] Supporting neural network inference in web browsers
There already exist a wide variety of neural network inference engines that run in web browsers (e.g. TensorFlow.js and, my personal favorite for use with PyTorch models, ONNX Runtime Web), but pre- and post-processing has always required imperative manipulations on flat buffers rather than a clean ndarray interface.
-
Tensorflow JS model crashing on mobile
Full docs and code: https://github.com/tensorflow/tfjs/tree/master/e2e/benchmarks/local-benchmark
What are some alternatives?
pkg - Package your Node.js project into an executable
face-api.js - JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
pydantic - Data validation using Python type hints
webhl - WebHL is a fork of hlviewer.js that uses the File System Access API to load game assets direct from your computer rather than from a server.
deno - A modern runtime for JavaScript and TypeScript.
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
caxa - 📦 Package Node.js applications into executable binaries 📦
BlazePose-tensorflow - A third-party Tensorflow Implementation for paper "BlazePose: On-device Real-time Body Pose tracking".
docker-multi-stage-build-nodejs - Example of building multi stage dockerized node.js app
openpose - OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
owid-grapher - A platform for creating interactive data visualizations
firecracker - Secure and fast microVMs for serverless computing.