# Parameters for each kalman  filter
context.params = { stock:{ "init_xhat": 0.0, 
                            "init_P": 1.0, 
                            "Q": 1e-5, 
                            "R": 0.1**2, 
                            "orderSize": 5000, 
                            "percentChange": 0.02} for stock in context.stocks }

context.order_info[stock] = {"predict": "up", 
                             "price": data[stock].price,
                             "orderSize": context.params[stock]["orderSize"]}

from IPython.display import Image
Image(filename='part3/Algo1.png', height="90%", width="90%") 

Image(filename='part3/Algo2-NoStopLoss.png', height="90%", width="90%") 

Image(filename='part3/Algo2-StopLoss.png', height="90%", width="90%")