read csv using numpy in python

To read a CSV file using NumPy in Python, we can use the genfromtxt() function of NumPy. Here's an example code:

main.py
import numpy as np

# Load the CSV file into a 2D NumPy array
data = np.genfromtxt('data.csv', delimiter=',')

# Check the shape of the 2D NumPy array
print(data.shape)

# Print the contents of the 2D NumPy array
print(data)
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In this code, we first import the NumPy library. Then, we use the genfromtxt() function to read the CSV file called data.csv and store its contents in a 2D NumPy array called data. The delimiter=',' argument specifies that the CSV file is comma-separated.

We also print out the shape of the 2D NumPy array and its contents.

Note: If there are missing values in the CSV file, you can use the filling_values parameter to replace them with a specified value.