Artificial Intelligence

Notebooks about Artificial Intelligence.

Study cases and other playeable code justo to explore some interesting facts.

Implementation details in this repo

• Neural Network
• Q-Learning
• Self-Organizing Map (SOM)
• Word2Vec
• Notebooks

Resources:

• Neural Networks and Deep Learning
• Dive into Deep Learning
• Deep Learning Book
• fast.ai
• An overview of gradient descent optimization algorithms
• AdamW and Super-convergence is now the fastest way to train neural nets

Research and Papers:

• Zotero Library

Stackoverflow:

• Difference between neural net weight decay and learning rate