aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

Python code for "Probabilistic Machine learning" book by Kevin Murphy

PyMC educational resources

Practical Examples for RNNs in Tensorflow

Diverse, Noisy and Parallel: a New Spiking Neural Network Approach for Humanoid Robot Control