Projects in Awesome Lists tagged with neural-network-architecture
A curated list of projects in awesome lists tagged with neural-network-architecture .
https://github.com/mohammedsaqibms/regularization
This repository implements a 3-layer neural network with L2 and Dropout regularization using Python and NumPy. It focuses on reducing overfitting and improving generalization. The project includes forward/backward propagation, cost functions, and decision boundary visualization. Inspired by the Deep Learning Specialization from deeplearning.ai.
deep-learning dropout-regularization gradient-descent l2-regularization model-training neural-network-architecture overfitting-prevention performance-optimization regularization-techniques
Last synced: 18 Mar 2025
https://github.com/alanmenchaca/deep-learning-specialization
Lecture notes, resources and programming assignments taken from the specialized deep learning program (a sequence of courses all related to deep learning) offered by DeepLearning.AI on coursera.
artificial-neural-network backpropagation convolutional-neural-network deep-learning hyperparameter-tuning inductive-transfer mathematical-optimization neural-network-architecture python-programming recurrent-neural-network tensorflow transformers
Last synced: 04 Apr 2025
