Paysage is a new PyTorch-powered python library for machine learning with Restricted Boltzmann Machines. We built Paysage from scratch at Unlearn.AI in order to bring the power of GPU acceleration, recent developments in machine learning, and our own new ideas to bear on the training of this model class.
We are excited to release this toolkit to the community as an open-source software library. This first release is version 0.2.0. We will be pushing regular updates from here on out, with many new features in the pipeline. 😉
The next release (0.3.0) is scheduled for July 10, 2018.
Recent tech headlines have been dominated by breathless stories about AI bursting into new domains. Brushing aside the hype, there have in fact been astounding achievements in the application of ML techniques to autonomous systems, computer vision, and natural language processing.
Much of these gains have been made in the field of supervised learning — the task of learning a mapping from some input variables to some output variables given a collection of input-output pairs. …