Python implementation of Statistical Inference for Online Decision Making via Stochastic Gradient Descent
The main class for fitting the reward model and making decisions is in ODMSGD.py. The simulation_ files are used to render the numerical results in the paper. Check out the ODMSGD-Example.ipynb notebook for what you can do with the ODMSGD class.