Neural Networks and Zhiwei Learning

This repository contains the learning code I use and play around for neural networks and deep learning. I use this repository to record my learning process.

The learning resources are from several sources, including but not limited to:

• Neural Networks and Deep Learning
• Andrej Karpathy's educational projects
• Coursera's courses, Machine Learning Specialization and Deep Learning Specialization
• PyTorch's examples
• PyTorch's tutorials
• Some Kaggle's competitions

Work I do

• For some projects, I carefully analyze the code and print the variables to understand what is going on.
• For some projects, I try to remove the implementation and just leave the function signature and try to implement it.
• For the Coursera's courses, I do the most of the homework, and sometimes find the help of others' code to learn.
• For the kaggle's competitions I attended, I will try a lot of ways to solve first, and sometimes find the help of others' code to learn.