Bill Tubbs's starred repositories
ModelPredictiveControl.jl
An open source model predictive control package for Julia.
beer-game-env
Beer Game implemented as an OpenAI gym environment.
numbalsoda
Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.
casadi
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
interactive-gp-visualization
Interactive visualization of Gaussian processes
sensorlessMotorPos
code to position motor based on backEMF and speed accumulation
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
pythonocc-core
Python package for 3D geometry CAD/BIM/CAM
python-halftone
A python module that uses PIL/Pillow to give images a halftone effect
Crash_course_on_RL
This is a self-contained repository to explain two basic Reinforcement (RL) algorithms.
stochastic_dynamics
Almost Surely Stable Deep Dynamics [NeurIPS 2020]
CarSimulator
A Top Down 2D Car Simulator For Unity