Starred repositories
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Autonomous agent networks for task automation that requires multi-step reasoning
A research platform to develop Cyberdefense Multi-Agent Systems combining Multi-Agent-Reinforcement Learning to assist designers to find a suited organization regarding constraints and goals
A unified framework for machine learning with time series
Complex Network Theory applied to Deep Neural Networks
Extended material of "Introduction to graph theory and complex network analysis". Master in Informatics program, Austral University of Chile.
python application for implementation and analysis of Petri nets
Converts K thermocouple voltage to temperature with linearization and cold junction compensation
Keeping Inventory of spare in various service centre to the market demand is always a challenge as most service centres spends significant amount in spare parts inventory costs. In spite of this, a…
Bayesian neural networks via MCMC: tutorial
This project deals with the application of Artificial Neural Network (ANN) based Adaptive Neuro-Fuzzy Inference System (ANFIS) approach to Decentralized Automatic generation Control (DAGC) Scheme fo…
A Monte Carlo method coupled to a genetic optimization algorithm to simulate DNA replication and compare the results to experimental data
Evolutionary Monte Carlo algorithm for optimization in chemical space.
Monte Carlo Tree Search guided Genetic Algorithm for optimization of neural network weights
Real-Time Probabilistic Dense Monocular SLAM Using Compact Code Representation
Real-time behaviour synthesis with MuJoCo, using Predictive Control
The Fuzzy-Predictive-Control repository is a comprehensive collection of Python Jupyter Notebooks that demonstrate the implementation of fuzzy modeling and predictive functional control techniques.
A novel approach to controlling brushed DC motors using neural networks, overcoming the limitations of traditional PID controllers. This project explores the potential of neural networks to learn a…
DC Motor Tuning Using Fuzzy Logic And PID Controller
Python implementation of an Adaptive neuro fuzzy inference system
A simple and easy to use PID controller in Python
C++ ANFIS class for multipurpose project
This repository showcases a hybrid control system combining Reinforcement Learning (Q-Learning) and Neural-Fuzzy Systems to dynamically tune a PID controller for an Autonomous Underwater Vehicle (A…