a5_brute_force_assembly.py

# Import libraries
import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
from copy import deepcopy

# Load data from .csv
df_data = pd.read_csv("cracow_apartments.csv", sep=",")

# Used features and target value
features = ["size"]
target = ["price"]

# Slice Dataframe to separade feature vectors and target value
X, y = df_data[features].as_matrix(), df_data[target].as_matrix()

# Init model parameters with zeros
n = len(features)
model_parameters = init(n)
        
# Train model
train(X, y, model_parameters)