MachineLearning

1. preprocessing.py is a script that can be used to preprocess data for use in the training model

   • usage: python preprocessing.py raw.csv, where raw.csv contains the raw data to be used

2. catnn.py is a script that can be used to train a neural net that predicts whether a company's stock will increase by 10% or decrease by 10% in a quarter. The script saves the resulting model in a folder named 'nnmodel' so that it can later be used for predictions in another script.

   • usage: python catnn.py train.csv, where data.csv contains the training data to be used

3. predictnn.py is a script that makes a outputs using the neural network model produced by catnn.py

   • usage: python predict.py