Roberto Rocchetta's repositories
Reinforcement-Learning-forPowerGrid-Operation_and_Maineinance
reinforcement learning for power grid optimal operations and maintenance
ScenarioRBDO
A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct use of the available data (the uncertain parameters delta) thereby eliminating the need for estimating the distribution of the uncertain parameters
Bayesian_Model_Updating
Bayesian Framework for Updating
Heat_and_Electric_powerNetwork
Heat and electric grid simulation and resilience analysis
ScenarioIPM
Different Training Schemes for Interval Predictor Model and Generalization Bounds on the reliability of their predictions
ControllerRobust
Reliability based design optimization of a non-linear controller
Degradation-data-LED-packages-and-lamps
A database of anonimiyed degradation(longitudinal) and reliability data from several light-edmitting diodes packages and lamps, obtained from accelerated stress tests like IES LM-80ies
NetworkTopologyvsFlowVulnerbaility
Topological Vulnerability Metrics, Contingency Ranking, Spectral Graph Anlaysis, Spectral Island Clustering
agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Constructing_NestedRandomSets_with_Guaranteed_Reliability
Extension of the ISIPTA paper 2021 (Constructing consonant predictive beliefs from data with scenario theory)
jlcode
A latex package for displaying Julia code using the listings package. The package supports pdftex, luatex and xetex for compilation.
krangpower
Distribution System Simulator based on OpenDSS and OpenDSSDirect.py. Modern Syntax, DataFrames, Pint, Networkx, Algorithmic Agents.
markdown-julia
Markdown fenced code block syntax highlighting for Julia
MDInclude.jl
Include markdown files as Julia source code.
MOO-NSGA-II-using-Sensitivity
Solve A MObjective Optimization using local sensitivity to speed up the ofsprings fittness calculation
OptimalRelocationRL
Reinforcement learning environment for optimal EV relocation and fleet rebalancing in free floating carsharing systems
osmnx-examples
Usage examples, demos, and tutorials for OSMnx.
readme-tex
:pencil: A program that adds LaTeX math to README.md files (Offline - in repo image hosting) :pencil2:
Roberock.github.io
Webpage html
Scenario-Theory-Py-Generalization-Assessment-Methods
Methods to compute generalization error bounds using Scenario Theory
size-limit
Calculate the real cost to run your JS app or lib to keep good performance. Show error in pull request if the cost exceeds the limit.
Stochastic-area-metric
Code for computing the stochastic area metric in Python and Matlab.
teaching
notebooks with teaching material
UncertaintyQuantification.jl
Uncertainty Quantification in Julia