nrlewis929 / TCLab_emulate_PIDLinks
Jupyter notebooks demonstrating the process of emulating a PID controller with an LSTM, and using that for anomaly detection
☆20Updated 4 years ago
Alternatives and similar repositories for TCLab_emulate_PID
Users that are interested in TCLab_emulate_PID are comparing it to the libraries listed below
Sorting:
- A collection of black-box optimizers with a focus on evolutionary algorithms☆28Updated 5 years ago
- Machine Learning for Engineers in Python☆82Updated last month
- Get an optimized Kalman Filter from data of system-states and observations.☆45Updated last year
- A Gentle Principled Introduction to Deep Reinforcement Learning☆19Updated 6 months ago
- Data-Driven Engineering☆21Updated 11 months ago
- This repository provides a brief introduction to PID control by using Python examples in Jupyter notebooks.☆22Updated last year
- Kalman filtering, also known as linear quadratic estimation (LQE), is an algorithm that uses a series of measurements observed over time…☆91Updated 3 years ago
- Digital twins in machining process by Generative Adversarial Nets☆48Updated 6 years ago
- Basic robotics using pygame visualization.☆14Updated 8 years ago
- Anamoly Detection with Autoencoders - Credit Card Fraud Case☆16Updated 5 years ago
- Matlab Dynamics and Control☆42Updated 3 years ago
- tutorials that may or may not turn into a book☆49Updated 5 years ago
- Extended Kalman filter for training neural-networks☆95Updated 4 years ago
- Codes accompanying the paper "Deep learning with transfer functions: new applications in system identification"☆22Updated last year
- Scripts for Lectures on Network Systems - Francesco Bullo☆16Updated 2 years ago
- pyfuzzylite: a fuzzy logic control library in Python☆77Updated 2 weeks ago
- Deep Learning - Predicting using Neural Ordinary Differential Equations - torchdiffeq.☆15Updated 4 years ago
- Projects from the Robotics specialization from Coursera offered by the University of Pennsylvania☆18Updated 2 years ago
- Control Engineering with Python☆75Updated last month
- Udacity Flying Car Nanodegree - Term 1 - Project 2 - 3D Motion Planning☆30Updated 7 years ago
- Relevant machine learning techniques.☆35Updated 2 years ago
- This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.☆83Updated last year
- Source Code for 'Deep Neuro-Fuzzy Systems with Python' by Himanshu Singh and Yunis Ahmad Lone☆71Updated 5 years ago
- Collection of Deep Reinforcement Learning Jupyter Notebooks. Each notebook is self-contained and presents single algorithm. These include…☆38Updated 5 years ago
- ☆42Updated 2 years ago
- AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control☆31Updated 3 years ago
- A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 4 years ago
- ☆46Updated 2 years ago
- The following is a machine learning project to classify induction motor fault modes.☆33Updated 4 years ago
- Controlling Self-Landing Rockets Using CVXPY☆18Updated 2 years ago