Viewing profile — eduardoleao052

Train and deploy Neural Nets and Transformers in the browser with one simple tag!

Three months ago I made a post here with an early version of this project, and received some great feedback! One of the most asked features was GPU support, so I added it alongside…

Thanks for the feedback, glad you liked it! It does, and they work similarly to their PyTorch counterparts. The explanation is on the “Running it Yourself” part of the README.

Thanks for the tip, will look into it! Yes, I think it would always be better to leave a "vanilla" option available.

That's an interesting idea as well, could definitely see that working in some use cases.

I’m planning on creating a small article explaining the syntax and the functionalities of the Deep Learning library. I think that could be a useful learning tool, do you think it w…

I plan on adding Typescript support soon! Thanks for the feedback

I think that’s it. I’ll probably add that soon

It would be with some simple tweaks. For instance, the current block does not support Cross-Attention, just Self-Attention.

Thats true, it’s a limitation of working between these languages. I tried to mitigate it by using clear JSDoc, so that each variable pops up alongside an explanation when calling a…

Thank you so much for the feedback! I’m open to pull requests, absolutely. And about the article, that’s a great tip, I’ll definitely do that as well.

Fair enough, I’m currently studying what would be the best option, but I think you are right!

Really cool implementation. Thanks for the feedback as well!

Cool! Will take a look

Thank you! That’s going to help out a lot!

Thank you for the feedback! If you have any questions or suggestions looking it over tomorrow, I’d love to hear them!

I had read about this as a possibility, but will definitely look more into it now, thank you for the tip!

Thanks for the tip! I’ll definitely take a look. Adding GPU support is my next step!

Adding GPU support soon is absolutely my goal in the future! I think a PyTorch-based JavaScript library could be useful, as PyTorch has been way more dominant than TensorFlow recen…

I centralized the entire backpropagation around the Operation objects. They store the data about the forward prop in the cache, and serve as the connections in the graphs between t…

I can try implementing it in the future lol It would surely be a quality of life improvement. But with the current tools, I tried my best to make the syntax as similar as possible …