ggsdc/vault

A knowledge vault with articles, papers, videos of different aspects with small notes of the ones that have been reviewed

vault

Tech

Interesting repositories

• NY University Breast Cancer Screening Neural Net

Artificial Intelligence

• My Self-Created Artificial Intelligence Masters Degree
• AlphaGo - The Movie | Full Documentary 1:30:27

Machine Learning

• CatBoost vs Light GBM vc SGBoost

Python

• Memory Management in Python
• Examples of RL with PyTorch
• Simple Reinforcement Learning with Tensorflow Part 1
• Simple Reinforcement Learning with Tensorflow Part 2
• Simple Reinforcement Learning with Tensorflow Part 3
• Simple Reinforcement Learning with Tensorflow Part 4
• Simple Reinforcement Learning with Tensorflow Part 5
• Simple Reinforcement Learning with Tensorflow Part 6
• Simple Reinforcement Learning with Tensorflow Part 7
• Simple Reinforcement Learning with Tensorflow Part 8: Asynchronous Actor-Critic Agents (A3C)
• Machine Learning is Fun Part 1
• Machine Learning is Fun Part 2
• Machine Learning is Fun Part 3
• Machine Learning is Fun Part 4
• Machine Learning is Fun Part 5
• Machine Learning is Fun Part 6: How to do Speech Recognition with Deep Learning
• Machine Learning is Fun Part 7
• Machine Learning is Fun Part 8

Django

• Implementing a Data Warehouse with Django - Towards Data Science. Notes

Papers

Resources

• Cambridge Core Books

Life

Productivity

• Master Boring Fundamentals 01: Boring is Fun