Hare I have described how to create your own neural network form scratch in python, including implementation of different optimisation techniques and also regularisation technique.
#Prerequisites
- Maths Behind Neural Network
- Maths Behind Different Optimization Techniques
#Files
- One of the file containes oop version of neural network from scratch
- Other file containes function based neural network
#Recommended Andrew Ng's Deep Learning Specialization.