{"id":25936958,"url":"https://github.com/soloeinsteinmit/sophiadl","last_synced_at":"2025-03-04T02:55:10.722Z","repository":{"id":263149353,"uuid":"889479418","full_name":"soloeinsteinmit/SophiaDL","owner":"soloeinsteinmit","description":"SophiaDL is a personal repository documenting my journey of learning deep learning with PyTorch. 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This repository will document my progress, experiments, and hands-on projects as I learn to build and optimize neural networks and develop a deeper understanding of AI.\n\n## Goals  \n1. Understand the basics of deep learning concepts such as forward and backward propagation, loss functions, and optimization algorithms.  \n2. Gain hands-on experience in implementing neural networks using PyTorch.  \n3. Explore various architectures, such as CNNs, RNNs, and transformers.  \n4. Work on small projects to apply learned concepts to real-world problems.  \n\n## Repository Structure  \nThis repository will grow and evolve as I progress. Here's a tentative structure:  \n- **Notebooks/**: Jupyter notebooks covering theory and hands-on experiments.  \n- **Projects/**: Mini-projects implementing learned concepts.  \n- **Resources/**: References and materials that helped me during this journey.  \n- **Logs/**: Notes and reflections on my learning process.  \n\n## Getting Started  \nIf you're curious about learning deep learning or exploring PyTorch, feel free to follow along! Here’s how to get started:  \n1. Clone this repository:  \n```bash\ngit clone https://github.com/soloeinsteinmit/SophiaDL.git\n```\n2. Install the required dependencies:\n```bash\npip install -r requirements.txt\n```\n## Tools and Frameworks\n- Python\n- PyTorch\n- Jupyter Notebooks\n\n## Acknowledgements\nThis repository is inspired by online courses, tutorials, and documentation from the PyTorch community. Special thanks to creators and educators who make learning accessible and enjoyable.\n\n## License\nThis project is for personal learning and is licensed under the MIT License. Feel free to use any code here for educational purposes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoloeinsteinmit%2Fsophiadl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsoloeinsteinmit%2Fsophiadl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoloeinsteinmit%2Fsophiadl/lists"}