Name: Mehrdad Moradi
Type: User
Company: University of Antwerp
Bio: PhD on dependability analysis, robustness checking, validation, and verification technique for CPSs using model-based fault injection and ML.
Location: Antwerp, Belgium
Blog: https://www.linkedin.com/in/mehrdad-moradi/
Mehrdad Moradi's Projects
A booklet on machine learning systems design with exercises
Animation engine for explanatory math videos
Calling MATLAB in Julia through MATLAB Engine
FASTEN: FormAl SpecificaTion ENvironment - a set of DSLs to experiment with rigorous systems and safety engineering.
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
Tensorflow implementation of Meta Adversarial Training for Adversarial Patch Attacks on Tiny ImageNet.
Source code accompanying O'Reilly book: Machine Learning Design Patterns
https://huyenchip.com/ml-interviews-book/
A 5-pages only Machine Learning cheatsheet focusing on the most popular algorithms under the hood
The MobSTr dataset provides artifacts that demonstrate Model-based Safety Assurance and Traceability for a safety-critical automotive system.
Modelica models integration with Open AI Gym
Free (standard conforming) library from the Modelica Association to model mechanical (1D/3D), electrical (analog, digital, machines), magnetic, thermal, fluid, control systems and hierarchical state machines. Also numerical functions and functions for strings, files and streams are included.
Models built with TensorFlow
A collection of pre-trained, state-of-the-art models in the ONNX format
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
Network Analysis Interface for Literature Studies
Toolbox for software dependability engineering of artificial neural networks
Source code for 'Numerical Python Second Edition' by Robert Johansson
Ontological Modeling Language (OML)
oneAPI Deep Neural Network Library (oneDNN)
Open standard for machine learning interoperability
Open Autonomous Safety
openFDA web site.
A generalized framework for prototyping full-stack cooperative driving automation applications under CARLA+SUMO.
democratize access to car decoder rings
OpenFFBoard is a universal force feedback interface for DIY simulation devices
A simple GUI to configure the Open FFBoard