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Neural Networks Learning Repository

Welcome to my neural networks learning repository! This is where I document my journey in understanding and implementing neural networks, from foundational concepts to advanced architectures.

πŸ“‚ Contents

  1. Introduction to Neural Networks: Basic concepts and simple implementations.
  2. Mathematics of Neural Networks: Detailed explanations and visualizations.
  3. Deep Learning Architectures: Code and notes on popular architectures like CNNs and RNNs.
  4. Practical Projects: Hands-on projects using neural networks.
  5. Experimentation and Analysis: Notebooks on hyperparameter tuning and model evaluation.
  6. Research Papers: Summaries and implementations of key papers.
  7. Resources: Links to useful materials and datasets.

πŸ’» How to Use

  1. Clone the repository:
    git clone https://github.com/RohanHarichandan/UnderstandingNN.git

About

This a repository I'm creating to publish all my learnings about neural network.

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