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UppuluriKalyani / ML-Nexus

ML Nexus is an open-source collection of machine learning projects, covering topics like neural networks, computer vision, and NLP. Whether you're a beginner or expert, contribute, collaborate, and grow together in the world of AI. Join us to shape the future of machine learning!
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Use Momentum-based gradient descent for Sunglasses Detection Neural Networks #36

Open ayushi2626 opened 13 hours ago

ayushi2626 commented 13 hours ago

Use momentum-based gradient descent to help optimize the process.

Momentum-based gradient descent helps to accelerate toward the direction of steepest descent. It helps to counter issues with vanilla gradient descent like oscillations, getting stuck at local minima and slow convergence.

github-actions[bot] commented 13 hours 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. Your contributions are highly appreciated! 😊

UppuluriKalyani commented 12 hours ago

@ayushi2626 Go for it!