Massimiliano Patacchiola (@mpatacchiola)
github

mpatacchiola

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Top repositories

1

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.
Python
1,767
star
2

dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Python
605
star
3

self-supervised-relational-reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.
Python
141
star
4

pyERA

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.
Python
70
star
5

Y-AE

Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern Recognition Letters (2020)
Python
52
star
6

tensorbag

Collection of tensorflow notebooks tutorials for implementing some basic Deep Learning architectures.
Jupyter Notebook
26
star
7

contextual-squeeze-and-excitation

Official Pytorch implementation of the paper "Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification" (NeurIPS 2022)
Python
24
star
8

bayonet

C++ library for discrete Bayesian networks. Bayonet can solve inference queries through exact and approximate methods.
C++
12
star
9

spatial-bottleneck

pyTorch implementation of the Spatial Bottleneck module
Python
5
star
10

imujoco

Official repository of the iMuJoCo (iMitation MuJoCo) dataset
Python
4
star
11

naogui

Graphical user interfaces for Aldebaran NAO robot
Python
3
star
12

icub-demos

Packages containing standalone demos for the iCub humanoid robot
Python
1
star
13

neuroc

Lightweight and modular C++ library for Artificial Neural Networks
C++
1
star
14

torchtrainer

High level wrapper to train pyTorch models on common datasets
Python
1
star
15

blog

My personal blog
HTML
1
star
16

roboroom

Memories from another life (when I was a robot-maker)
Python
1
star
17

mpatacchiola.github.io

Personal page
HTML
1
star
18

evoface

Using the Genetic Algorithm some imaginary faces are evolved. This is a C# project, made with Visual Studio 2015.
C#
1
star
19

machinebag

Sparse machine learning applications, different programming languages and datasets have been used.
Python
1
star
20

cura

Code realised for the hackathon "Robots at your service" in Amsterdam 2016
Jupyter Notebook
1
star