mpatacchiola
Postdoc at the University of Cambridge. Likes Machine/Deep/Reinforcement Learning.
University of CambridgeCambridge
Pinned Repositories
bayonet
C++ library for discrete Bayesian networks. Bayonet can solve inference queries through exact and approximate methods.
contextual-squeeze-and-excitation
Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)
deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
deepgaze
Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
imujoco
Official repository of the iMuJoCo (iMitation MuJoCo) dataset
pyERA
Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
self-supervised-relational-reasoning
Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
tensorbag
Collection of tensorflow notebooks tutorials for implementing some basic Deep Learning architectures.
Y-AE
Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern Recognition Letters (2020)
mpatacchiola's Repositories
mpatacchiola/deep-reinforcement-learning-papers
A list of recent papers regarding deep reinforcement learning
mpatacchiola/evoface
Using the Genetic Algorithm some imaginary faces are evolved. This is a C# project, made with Visual Studio 2015.
mpatacchiola/neuroc
Lightweight and modular C++ library for Artificial Neural Networks
mpatacchiola/GummiArm
Repository for the GummiArm robot project.