Neural Networks: Forward pass and Backpropagation

Step-by-step explanation and example using PyTorch

Content:

1. Introduction
2. Combination of functions
3. A simple Neural Network
4. Forward pass
5. Setting up the simple neural network in PyTorch
6. Backpropagation
7. Comparison with PyTorch results
8. Conclusion
9. References

Introduction:

The neural network is one of the most widely used machine learning algorithms. The successful applications of neural networks in fields such as image classification, time series forecasting, and many others have paved the way for its adoption in business and research. It is …

activation-functions backpropagation networks neural networks pytorch