In the past few decades, MCMC sampling methods have faced challenges in being adapted to larger models (such as deep learning models) and big data problems. Advanced proposal distributions ... and ...

We present a method for performing ... "Hierarchical Object Detection with Deep Reinforcement Learning." In Deep Reinforcement Learning Workshop (NIPS). 2016. This python code enables to both train ...

Deep learning not only can produce useful results where other methods fail, but also can build more accurate models than other ... mentioned above are primarily Python, Deeplearning4j (DL4J ...