lilanpei's repositories
Advanced-Programming-Final-Term-Exam-2017
Advanced Programming Final Term Exam project in 2017
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
BDA-Project
Project for Big Data Analytics A.A. 2021/22
EdgeAISIM
[MS 24] EdgeAISim: A Toolkit for Simulation and Modelling of AI Models in Edge Computing Environments
ex_model_cl
Experiments on continual learning from a stream of pretrained models.
MultiThread-K-Nearest-Neighbors
Given a set of points in a 2D space, we require to compute in parallel for each one of the points in the set of points the set of k closest points. Point i is the point whose coordinates are listed in line i in the file. The input of the program is a set of floating-point coordinates (one per line, comma separated) and the output is a set of lines each hosting a point id and a list of point ids representing its KNN set ordered with respect to distance.
shap
A game theoretic approach to explain the output of any machine learning model.
somo
a framework to facilitate the simulation of continuum manipulators in pybullet
somogym
A toolkit for developing and evaluating controllers and reinforcement learning algorithms for soft robots
telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
Tensorflow-2-Reinforcement-Learning-Cookbook
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
thesis-anomaly-detection-esn
In this paper, we propose the use of Echo State Networks, for anomaly detection on-the-edge in aerospace applications. The anomaly detection method uses a nonparametric dynamic threshold to detect anomalous behaviours from the observed data by comparing it to the model's predictions.
Thesis-Cover-Unipi
A template for the thesis cover of University of Pisa
torch-esn
Implementation of the Echo State Networks in PyTorch