tractjs
kosmonaut
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| tractjs | kosmonaut | |
|---|---|---|
| 1 | 6 | |
| 76 | 1,674 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | 10 months ago | |
| Rust | Rust | |
| GNU General Public License v3.0 or later | Mozilla Public 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.
tractjs
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Run WASM, a client side Python runtime
Tensorflow (and by extension Keras) offload most of the actual work to C++ or C, so having those compile to WebAssembly would (I imagine) be a herculean effort.
Instead, The TF team maintains TFJS, which can run on WebAssembly[0].
There are also tractjs[1], and onnyxjs[2], both of which allow you to run (most) ONNX models (which is an open standard for specifying ML models) using WebAssembly and WebGL(only onnyxjs supports WebGL). A bunch of frameworks (caffe, pytorch, TF) support exporting to/importing from ONNX.
[0] https://blog.tensorflow.org/2020/03/introducing-webassembly-...
[1] https://github.com/bminixhofer/tractjs
[2] https://github.com/microsoft/onnxjs
kosmonaut
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what do you think about alternative browser engines?
Once there was Kosmonaut and Kraken, now there is WebF (Web on Flutter).
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Ladybird: A new cross-platform browser project
Maybe you could continue developing Kosmonaut? https://github.com/twilco/kosmonaut
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I Am Making A New Web Browser! I Designed Some Concept Art! What Do You Guys Think?
Good luck! You can base on Servo, Netsurf or Kosmonaut to make things easier.
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How difficult it is to build a browser kernel ?
Do you mean web engine? It's hard, but there are some freaks that try to create new ones (apart from WebKit, Blink, Gecko, Goanna): Ekioh Flow, Kosmonaut, Lexbor, Netsurf, Ultralight.
- 2meirl4meirl
- For the first time in years, someone is making a web browser from scratch
What are some alternatives?
neuronika - Tensors and dynamic neural networks in pure Rust.
puppy-browser - An example implementation of a tiny Web browser for educational purposes.
run-wasm - Run WASM based code executions in the browser easily
oku - Oku is a hive browser written in Rust.
onnxjs - ONNX.js: run ONNX models using JavaScript
qt-ultralight-browser - Ultra-lightweight web browser based on Qt Ultralight webview, powered by Ultralight HTML renderer
onnxruntime-rs - Rust wrapper for Microsoft's ONNX Runtime (version 1.8)
serenity - The Serenity Operating System 🐞
tract - Tiny, no-nonsense, self-contained, Tensorflow and ONNX inference
Servo - Servo, the embeddable, independent, memory-safe, modular, parallel web rendering engine
autograph - Machine Learning Library for Rust
Ultralight - Lightweight, high-performance HTML renderer for game and app developers.