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:
- Control with Deep Reinforcement Learning☆15Updated 2 years ago
- Extended Kalman filter for training neural-networks☆95Updated 4 years ago
- This repository provides a brief introduction to PID control by using Python examples in Jupyter notebooks.☆22Updated last year
- Get an optimized Kalman Filter from data of system-states and observations.☆45Updated last year
- Data-Driven Engineering☆21Updated 11 months ago
- Kalman filtering, also known as linear quadratic estimation (LQE), is an algorithm that uses a series of measurements observed over time…☆92Updated 3 years ago
- Sales forecasting for the supply chain industry.☆11Updated 4 years ago
- Train PyTorch Models using the Genetic Algorithm with PyGAD☆99Updated last year
- pyfuzzylite: a fuzzy logic control library in Python☆76Updated 3 weeks ago
- Anamoly Detection with Autoencoders - Credit Card Fraud Case☆16Updated 5 years ago
- Project for my graduate neural networks course - combining RL with VAEs☆23Updated 5 years ago
- This repository contains all interactive examples and FAQ that are part of the online Interactive Course for Control Theory (ICCT)- https…☆12Updated 4 years ago
- Relevant machine learning techniques.☆35Updated 2 years ago
- ☆46Updated 2 years ago
- Nonlinear optimization solving with multiple Python libraries☆32Updated 4 years ago
- tutorials that may or may not turn into a book☆49Updated 5 years ago
- Projects from the Robotics specialization from Coursera offered by the University of Pennsylvania☆18Updated 2 years ago
- Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.☆13Updated 3 years ago
- Pure implementation of ELM (Extreme Learning Machine) in python (just with numpy)☆45Updated 5 years ago
- Supply chain planning using max flow formulated as mixed integer linear programming☆10Updated 5 years ago
- Automatic code generator for training Reinforcement Learning policies☆11Updated 4 years ago
- Slides for Control Theory, Innopolis, 2021☆25Updated 2 years ago
- Metaheuristic Minimization Using Particle Swarm Optimization.☆14Updated 3 years ago
- Understanding RL vision Distill article☆24Updated 2 years ago
- Underactuated double-pendulum (acrobot) on a cart to play with direct optimal control methods☆18Updated 7 years ago
- Accelerating Quadratic Optimization with Reinforcement Learning☆93Updated 3 years ago
- SpaceX Falcon 9 simulated with Reinforcement Learning algorithms such as D4PG,SAC and PPO.☆62Updated 5 years ago
- Basic robotics using pygame visualization.☆14Updated 8 years ago
- This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.☆82Updated last year
- A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 3 years ago