An ongoing collection of ipython notebooks on neuroscience, machine learning & computer science from xcorr: computational neuroscience.
By Patrick Mineault, PhD
- Sampling in TensorFlow & BayesFlow
- Gibbs sampling & block Gibbs sampling for the Ising model
- Persistent contrastive divergence for maximum entropy models
- Contextual bandits with Thompson sampling
- Q-Learning in OpenAI gym
- Multi-armed bandit as a Markov decision process