Welcome to this comprehensive repository where we delve into the world of PyTorch through detailed Jupyter IPython Notebooks. If you're starting with PyTorch and grappling with its complexities, you're in the right place!
🔍 What to Expect: Each exercise is crafted to clarify intricate aspects of PyTorch, making your learning journey smoother. We're committed to frequent updates with new exercises, so stay tuned for more!
💡 Your Contribution Matters: Suggestions, contributions, and issue reporting are highly encouraged to enhance this learning resource.
Dive into our extensive list of exercises, each accompanied by explanatory videos:
- 📈 Ex1 - Tabular Classification Notebook | 🎥 English Explanation Video
- 🖼️ Ex2 - Basic CNN Image Classification Notebook | 🎥 English Explanation Video
- 🌄 Ex3 - Image Classification with Pretrained Models Notebook | 🎥 English Explanation Video
- 🎵 Ex4 - Audio Classification Notebook | 🎥 English Explanation Video
- 📝 Ex5 - Text Binary Classification with Bert Notebook | 🎥 English Explanation Video
More exercises will come soon and I will try to keep this repo updated
🔗 TensorFlow Enthusiast? Check out Tensorflow Notebook Exercises for more practice!
We welcome and appreciate contributions of all forms! Whether it's submitting new exercises, improving existing ones, or reporting issues - your input is valuable.
Got queries or feedback? Don't hesitate to reach out!
- 📧 Email: [email protected]
- 🐦 Twitter: @OmarAtef3221