HawkAaron
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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 ;)
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
A set of Deep Reinforcement Learning Agents implemented in Tensorflow.
HawkAaron / Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
Forked from CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackersaka "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 ;)