recodehive / machine-learning-repos

A curated list of awesome machine learning frameworks, libraries and software (by language). I
https://machine-learning-repos.vercel.app/
MIT License
103 stars 194 forks source link

💡[Feature]: Backpropagation from scratch #675

Closed Shantnu-singh closed 1 month ago

Shantnu-singh commented 1 month ago

Is there an existing issue for this?

Feature Description

This feature will implement the core algorithm for training neural networks without using libraries like TensorFlow or PyTorch. This hands-on approach helps users understand the mechanics of backpropagation, including gradient descent, weight updates, and error calculation, offering a deeper insight into how neural networks learn.

Use Case

Ideal for students, educators, and developers, this feature provides a clear understanding of neural network training. Students can explore the step-by-step process, educators can demonstrate the algorithm in classes, and developers can build custom solutions, enhancing their knowledge and flexibility in neural network design.

Benefits

No response

Add ScreenShots

No response

Priority

High

Record

github-actions[bot] commented 1 month ago

Thank you for creating this issue! 🎉 We'll look into it as soon as possible. In the meantime, please make sure to provide all the necessary details and context. If you have any questions reach out to LinkedIn. Your contributions are highly appreciated! 😊

Note: This repo is for beginners to learn and start with Opensource we won't accept more than 10 issues from a single person, This restriction applies to Gssoc project which has a similar kind of adding folder files, Points will be reduced when we find Spam.

I Maintain the repo issue twice a day, or ideally 1 day, If your issue goes stale for more than one day you can tag and comment on this same issue.

You can also check our CONTRIBUTING.md for guidelines on contributing to this project.

github-actions[bot] commented 1 month ago

Hello @Shantnu-singh! Your issue #675 has been closed. Thank you for your contribution!