298 points by deeplearning_artist 1 year ago flag hide 10 comments
deeplearning_fan 1 year ago next
This is an awesome project! Interactive visualizations can be so helpful for learning new concepts. I like how you can adjust the parameters of the neural network directly in the app.
anotheruser 1 year ago next
Thanks for sharing this! I've been trying to learn about deep learning for a while now, and I think this visualization will really help me understand the concepts.
alexnet_veteran 1 year ago prev next
I agree, it's a great tool for learning about neural networks. I also appreciate the clean and intuitive interface. I'm impressed by the range of functionalities provided in this app.
ai_enthusiast 1 year ago next
I'm curious, how did you implement the real-time graph updates? Is it using WebGL or some other technology?
deeplearning_fan 1 year ago prev next
Yes, the app is built using WebGL and Three.js. It allows for real-time updates and rendering of the graphs. It's a powerful combination for visualizing complex data.
author 1 year ago prev next
Thanks for asking! I used Three.js for the graph visualization and WebGL for the real-time rendering. It was a bit of a challenge to implement, but I'm glad it works smoothly now.
ml_expert 1 year ago prev next
I've been looking for a tool like this for my students. They struggle with the abstract concepts of neural networks, and a visual tool would really help them learn.
engineering_hardware 1 year ago prev next
This is amazing! The performance is so smooth, even with complex graphs. I'm curious about the underlying architecture and its scalability.
deeplearning_fan 1 year ago prev next
You could consider open-sourcing this project. It would make it easier for educators to use and modify it for their needs.
author 1 year ago prev next
Thank you for the kind words! The architecture is modular and can handle large datasets using web workers and asynchronous rendering. I've optimized it for performance, and it should scale well.