Francesco's repositories
Restricted-Boltzmann-Machines
Implementation of restricted Boltzmann machines in Tensorflow 2
docs
TensorFlow documentation
drl-optimization
An Exploration of Optimization Alternatives for Deep Reinforcement Learning (Deep Learning 2018, ETH Zurich)
format
ACM consolidated LaTeX styles
hypercl
Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fine-tuned for every task, that doesn't require an increase in the number of trainable weights and is robust against catastrophic forgetting.
PyDeep
PyDeep is a machine learning / deep learning library with focus on unsupervised learning. The library has a modular design, is well documented and purely written in Python/Numpy. This allows you to understand, use, modify, and debug the code easily. Furthermore, its extensive use of unittests assures a high level of reliability and correctness.
repulsive_ensembles
Repo for our paper "Repulsive deep ensembles are Bayesian"