axel180

6 ms·

1.
by axel180 7y ago
Hi! I maintain GPU.js. >I guess it's doing some sort of transformation That is exactly correct. From javascript to an abstract syntax tree, and then to whatever target language we need. In this case GLSL. >Presumably there&#x27
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by axel180 8y ago
A lot of neural networks start by first constructing the neural network structure, and eventually getting around to running the data through it. Where in brain.js, line 2 in most examples (just after instantiation) is train with data.
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by axel180 8y ago
Ty for your feedback. We'll be sure to use it if we make another.
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by axel180 8y ago
That'd be awesome! I've used: https://github.com/n-riesco/ijavascript https://github.com/notablemind/jupyter-nodejs Or even: https://beta.observablehq.com/
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by axel180 8y ago
Also: https://github.com/gpujs/gpu.js Note: this is what brain.js is shifting over to. It uses the... GPU.
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by axel180 8y ago
Really cool example!
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by axel180 8y ago
1. Tensorflow.js closely (not exactly) mirrors the python counterpart, and its api's, and thinking. We feel it does not reflect node ideologies well. And not the shify, what is in today is out tomorrow, thinking. The thinking that i
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by axel180 8y ago
This was good, correct? I'd love to hear what your use case was, like which colors didn't work, etc.
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by axel180 8y ago
Ty for your thought. I'd love to know more specifics.
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by axel180 8y ago
That is really cool to hear!
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by axel180 8y ago
What happened was essentially bullies. I think it is apparent now that the library and, more importantly, the idea of a data first neural network architecture in javascript isn't going away.
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by axel180 8y ago
Ty, I hope my voice is/was not very irritating. I obsess over relaying ideas in a _very simple_ manner. Things should be as simple as possible, but not simpler...
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by axel180 8y ago
This is Robert, the lead developer for brain.js. Ty for the plug! I was going to mention this, nice to see people listening and helping spread the word. Working on it hard guys! When spare time cannot be had, just stay up late, and get u
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by axel180 8y ago
Keep in mind that while the tutorial is in javascript, in the web browser, the neural network easily apply for node based solutions as well. We're adding GPU support that use either client side OR server side GPU, so that any case you
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by axel180 8y ago
Ty! This means a lot! Can you point me to the tutorial you added new tests with?
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by axel180 8y ago
Doh! You found a mistake. I'll try and take care of that asap. Ty for pointing this out.
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by axel180 8y ago
Ty for asking this question! "Reinforcement learning" has a wide definition, but in this case because we are using a simple feed forward neural network, "reinforce" is more principled by dynamic programming with supervi
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by axel180 8y ago
All you need know are basic function calls, objects and arrays. I share the same fears you have about the JS ecosystem, especially when they overcomplicate something simple. By keeping the course thought out and simple we can adhere to a
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by axel180 8y ago
Hey guys! I'm the creator of the course and lead developer of brain.js and would love to answer any questions you may have.
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by axel180 8y ago
Usage: Javascript is everywhere and can be learned quickly. Speed: GPU can easily be tapped into inside Javascript with projects like GPU.js, which brain.js uses.