Alex Pasquali's repositories
Autoencoders
Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)
DeepNetSlice
Reinforcement Learning tool for Network Slice Placement problems
keras-caffe-converter
Keras - Caffe converter (both directions) with pruning demos in Keras. Originally developed as BSc thesis project @ University of Verona
NNs-from-scratch
Implementation from scratch of fully connected neural networks trainable through SGD with backpropagation
DM-project
Analysis of the spending behaviour of customers in an online shopping website
MLCMS-exercises
Exercises for the course of Machine Learning in Crowd Modelling and Simulation @ TUM
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
MLCMS-project
Prediction of Pedestrian Speed with Artificial Neural Networks
signal-image-processing-tutorial
Tutorial/demo for simple signal and image processing with Matlab
SPM-project
Project for the course Parallel & Distributed Systems: Paradigms & Models @ Unipi
VaxItaly-covid19
Analysis on the Covid-19 vaccination campaign in Italy
caffe_weight_converter
Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.
CNS-assignments
Assignments for the course of Computational Neuroscience @ Unipi
Exams
Collection of oral questions and exam material
HLT-assignments
Assignments of the course of Human Language Technologies @ Unipi
IntensiveCareManagementSystem
A software to manage an intensive care system. Initially created as a project for "Software Engineering" course at UniVR
ISPR-midterms
Assignments for the course of Intelligent Systems for Pattern Recognition @ University of Pisa
mmdetection3d
OpenMMLab's next-generation platform for general 3D object detection.
nn-memory-usage
Given a Keras model and the input data shape, the project will calculate a lower limit for the memory usage of the model.
PaddleOCR
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
prioritized_experience_replay
Prioritized Experience Replay implementation with proportional prioritization
SPM-assignments
Exercises of the course of Parallel and Distributed Systems: Paradigms and Models @ Unipi
stable-baselines3-contrib
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Sum-Product-Networks
Survey and presentation about Sum-Product Networks (SPNs)
system-calls
Project for "Operating Systems" course at Unviversity of Verona