Added GRU

[that-ar-guy]

Closes:
#192

• Title : GATED RECURRENT UNITS
• Your Name: MOHAMMED ABDUL RAHMAN
• Idenitfy yourself:
  SWOC 5

Describe the add-ons or changes you've made 📃

Give a clear description of what have you added or modifications made
This pull request includes significant updates to the documentation for deep learning algorithms, specifically focusing on the Gated Recurrent Unit (GRU). The changes introduce a new detailed guide on GRUs and add a link to this guide in the index of neural network algorithms.

Documentation Enhancements:

• New GRU Guide:

  • Added a comprehensive guide on Gated Recurrent Units (GRUs) in docs/algorithms/deep-learning/neural-networks/gated-recurrent-unit.md. This guide includes sections on the objective, prerequisites, inputs, outputs, architecture, training process, evaluation metrics, code implementation, advantages, limitations, and applications of GRUs.

• Index Update:

  • Updated docs/algorithms/deep-learning/neural-networks/index.md to include a link to the new GRU guide. The link is styled with an image, title, description, and metadata for easy navigation and improved user experience.

Checklist: ☑️

• My code follows the Contributing Guidelines & Code of Conduct of this project.
• This PR does not contain plagiarized content.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• My changes generate no new warnings.

Screenshots 📷

Working Video 🎥

grump4.mp4

Happy Coding 🎉

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