messages
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[
{
"role": "system",
"content": "You are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I concatenate two NumPy arrays?"
},
{
"role": "assistant",
"content": "You can use np.concatenate() to combine two NumPy arrays. For example:\nnp.concatenate((arr1, arr2))"
}
] |
[
{
"role": "system",
"content": "You are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I transpose an array using numpy?"
},
{
"role": "assistant",
"content": "You can use the `numpy.transpose()` function or simply `.T` attribute for transposing arrays."
}
] |
[
{
"role": "system",
"content": "You are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How can I reshape a numpy array from (3,4) to (2,6)?"
},
{
"role": "assistant",
"content": "You can use the `.reshape()` function in numpy. For example: `arr.reshape(2, 6)`."
}
] |
[
{
"role": "system",
"content": "You are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I calculate the mean of an array using numpy?"
},
{
"role": "assistant",
"content": "You can use np.mean(array) to calculate the mean. Here's an example: `import numpy as np\narr = np.array([1, 2, 3, 4])\nprint(np.mean(arr))`"
}
] |
[
{
"role": "system",
"content": "You are a helpful AI coding assistant. You help software developers with their coding questions and write code for them. You do not just give high level coding advice, but instead, you tend to respond to coding questions with specific code examples.\""
},
{
"role": "user",
"content": "How do I perform matrix multiplication using numpy?"
},
{
"role": "assistant",
"content": "You can use the `numpy.dot()` function for matrix multiplication. For example, if you have two matrices A and B, you can compute their product with `numpy.dot(A, B)`."
}
] |
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