Stars
Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.
The intelligent & developer-friendly EMS to support real-time energy flexibility apps, rapidly and scalable.
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
Clean PyTorch implementations of imitation and reward learning algorithms
PFRL: a PyTorch-based deep reinforcement learning library
A simple and easy to use PID controller in Python
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
GEKKO Python for Machine Learning and Dynamic Optimization
Surrogate Optimization Toolbox for Python
Represent trained machine learning models as Pyomo optimization formulations
Convert scikit-learn models and pipelines to ONNX
A Bayesian optimization toolbox built on TensorFlow
An elegant PyTorch deep reinforcement learning library.
Paper list for constrained policy optimization in reinforcement learning.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Guarantee_Learning_Control
Markov Decision Process (MDP) Toolbox for Python
Safe Reinforcement Learning in Constrained Markov Decision Processes
A unified framework for machine learning with time series