How can I visualize data using CuPy in Python?

How can I visualize data using CuPy in Python?

You can use CuPy along with libraries like Matplotlib or Seaborn to visualize data. Do you have a specific dataset in mind?

Yes, I have a large NumPy array that I want to visualize.

Great! You can convert your NumPy array to a CuPy array and then use Matplotlib to create visualizations. Would you like a code example?

Yes, please provide a code example for that.

Here's a simple example:

import cupy as cp
import matplotlib.pyplot as plt

# Create a CuPy array
data = cp.random.rand(1000)

# Visualize using Matplotlib
plt.hist(cp.asnumpy(data), bins=30)
plt.title('Histogram of CuPy Data')
plt.show()