If you have a list of lists, you only needed to use ...

import numpy as np
...
npa = np.asarray(someListOfLists, dtype=np.float32)

per this LINK in the scipy / numpy documentation. You just needed to define dtype inside the call to asarray.

Answer from Thom Ives on Stack Overflow
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GeeksforGeeks
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Convert Python List to numpy Arrays - GeeksforGeeks
July 12, 2025 - The numpy.array() function is the most common way to convert a list into an array. It takes the Python list as an argument and returns a NumPy array containing the same elements.
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How do I convert a list to a numpy array?
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Releases Keep up-to-date on features we add to Stack Overflow and Stack Internal. ... Find centralized, trusted content and collaborate around the technologies you use most. Learn more about Collectives ... How do I convert a simple list of lists into a numpy array? More on stackoverflow.com
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Why one should always use Numpy arrays over built-in lists for mathematical operations, especially for relatively small square matrices.
not always. if it makes the code uglier and the optimization provides no real-life benefit, it is a mistake. The real problem is that programmers have spent far too much time worrying about efficiency in the wrong places and at the wrong times; premature optimization is the root of all evil (or at least most of it) in programming. --Donald Knuth More on reddit.com
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Scaler
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Convert Python List to NumPy Arrays - Scaler Topics
May 4, 2023 - A list in Python is a linear data structure that can contain elements of multiple data types like numeric, character logical values, etc., and can be created using "[]" brackets. In Python, arrays are vectors that contain elements of the same data type and need to be declared by using a specific function like numpy.array(). Numpy is an open-source library for Python that can store multidimensional arrays. The Numpy library is used to convert a list to a numpy array.
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How to Convert Python List to NumPy Arrays? - Analytics Vidhya
April 21, 2025 - Additionally, NumPy arrays offer various benefits, such as memory efficiency, broadcasting, and seamless integration with other libraries. The simplest way to convert a Python list to a NumPy array is by using the `numpy.array()` function.
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NumPy
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numpy.asarray โ€” NumPy v2.5 Manual
Input data, in any form that can be converted to an array. This includes lists, lists of tuples, tuples, tuples of tuples, tuples of lists and ndarrays.
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Convert list to Python array - Python - GeeksforGeeks
July 12, 2025 - One option is to use the array module, which allows us to create arrays with a specified data type. Another option is to use the numpy.array() method, which provides more features for working ...
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numpy.asarray โ€” NumPy v2.2 Manual
Input data, in any form that can be converted to an array. This includes lists, lists of tuples, tuples, tuples of tuples, tuples of lists and ndarrays.
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How to convert a list to an array in Python
numpy provides us with two functions to use when converting a list into an array: ... This function of the numpy library takes a list as an argument and returns an array that contains all the elements of the list.
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Convert between NumPy array and Python list | note.nkmk.me
January 23, 2024 - You can convert a list to a NumPy array (ndarray) by passing a list to np.array().
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NumPy Array from Python List
The np.array() function takes the Python list as input. The output, numpy_array, is no longer a standard Python list but an object of type numpy.ndarray.
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How to Convert List to NumPy Array (With Examples)
September 16, 2021 - import numpy as np my_list = [1, 2, 3, 4, 5] my_array = np.asarray(my_list) The following examples shows how to use this syntax in practice. The following code shows how to convert a list in Python to a NumPy array:
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List of lists into numpy array | Codemia
September 24, 2025 - Converting a Python list of lists into a NumPy array is done with np.array(). When all inner lists have the same length, the result is a regular 2D array. When they differ (ragged lists), NumPy creates an array of objects instead, which loses the performance benefits of a contiguous numeric array. Understanding this distinction is key to avoiding subtle bugs when converting nested Python data structures to NumPy.
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r/learnpython on Reddit: How do I convert a list to a numpy array?
April 15, 2020 -

The list I am working with has around 50 entries, I cannot simply do

Example:
list = [1,2,3,4,5,6,......50]

arr = numpy.array([ list ])

because it will place the entire list in 1 address. I am trying to use loops to append the values to the array but it is not working. Please help, thank you.

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Convert List to Array Python - Scaler Topics
May 4, 2023 - A list in python is a linear data structure that may hold a variety of elements of different types. A NumPy array is a data structure that can hold homogeneous (same type) items. There are three methods to convert list to array in python and these are, by using the array(), by using the numpy.arr...
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How to convert a list and tuple into NumPy arrays? - GeeksforGeeks
July 15, 2025 - import numpy as np # list list1 ... by which we can convert a tuple into NumPy Arrays. ... numpy.asarray() method converts the input tuple into NumPy array. In this example, we are converting the Python tuple into NumPy array ...
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NumPy
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numpy.ndarray.tolist โ€” NumPy v2.5 Manual
>>> a = np.array([[1, 2], [3, 4]]) >>> list(a) [array([1, 2]), array([3, 4])] >>> a.tolist() [[1, 2], [3, 4]] ... >>> a = np.array(1) >>> list(a) Traceback (most recent call last): ...
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NumPy: Convert a list and tuple into arrays - w3resource
August 29, 2025 - ... # Importing the NumPy library with an alias 'np' import numpy as np # Creating a Python list my_list = [1, 2, 3, 4, 5, 6, 7, 8] # Printing a message indicating the conversion of the list to an array using np.asarray() function print("List ...
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Convert Python list to NumPy array and print
Importing numpy: We first import the numpy library for array manipulations. Initializing a list: A Python list is initialized with some elements. Converting to NumPy array: The Python list is converted to a NumPy array using np.array().
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Convert Python Nested Lists to Multidimensional NumPy Arrays - GeeksforGeeks
July 15, 2025 - Initialize the nested 4-dimensional list and then use numpy.asarray() function to convert the list to the array and store it in a different object.