workspace_loader.py

# -*- coding: utf-8 -*-
"""
Created on Sat Jul 08 15:48:57 2017

@author: Jordan

Data workspace loader
Loads the relevant x matrix and labels into memory for analysis

Goal: Load specific file paths into the x matrix.
"""
import numpy as np

def load(path):
    # Load data from the raw csv file. We will skip the header since we now load the raw CSV, which has header in it
    
#    print path
    x = np.genfromtxt(path,delimiter=',',skip_header=1) # Load x matrix
#    xx = np.genfromtxt(path+'xx.csv',delimiter=',') # Load xx matrix (contains patient,class,trial,data)
    # Remove top row
#    x = x[1:,:]
    return x
def load2(path = '../Data/june23/analysis/'):
    # Load data, including the xx matrix
#    path = '../Data/june23/analysis/'
    
    x = np.genfromtxt(path+'x.csv',delimiter=',') # Load x matrix
    xx = np.genfromtxt(path+'xx.csv',delimiter=',') # Load xx matrix (contains patient,class,trial,data)
    return x,xx