Ajit Singh

Neural Network Dashboard - Build, train, and visualize neural networks — no code

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A no-code dashboard for building and training neural networks on image and tabular data. Supports layer editing, real-time loss plots, PCA-based 3D loss descent, and model downloads. Built for ML learners, teachers, and fast prototyping.

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Ajit Singh
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Hey PH!

I built Neural Dashboard as a way to see what’s going on inside neural networks — especially for beginners, educators, and anyone who learns better visually.

It’s fully no-code and lets you:
- Build neural networks layer-by-layer
- Train them on tabular or image data
- Visualize a 3D PCA-based loss descent
- Download the model at the end

This started as a self-study tool while I was going through CS229 and working on visual ways to teach AI. Now it’s live on Hugging Face, open-source on GitHub, and runs locally via Docker too.
Would love your feedback, feature ideas, or questions!
Thanks for checking it out!


- HuggingFace: https://huggingface.co/spaces/as2528/Dashboard

-Docker: https://hub.docker.com/r/as2528/neural-dashboard

-Github: https://github.com/as2528/Dashboard/tree/main