Policy Gradients
Notes on the maths for this increasingly popular reinforcement learning technique.
Softmax gradients for ANN
Notes on how to estimate the derivatives for a multi-layer NN for classification.
Tensorflow Basics
A brief tutorial on Tensorflow's key concepts for model optimization.
Oil wells production trends
A jupyter notebook with some oil production analysis (Spanish).
Colorful blockchain presentation
As the title implies...