NumPy (pronounced /ˈnʌmpaɪ/ NUM-py) is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices,...
22 KB (2,459 words) - 15:36, 17 June 2025
Hugging Face's Transformers, and Catalyst. PyTorch provides two high-level features: Tensor computing (like NumPy) with strong acceleration via graphics processing...
18 KB (1,510 words) - 11:41, 10 June 2025
Cython) The basic data structure used by SciPy is a multidimensional array provided by the NumPy module. NumPy provides some functions for linear algebra...
9 KB (828 words) - 03:55, 13 June 2025
Travis Oliphant (section NumPy and SciPy)
com. Retrieved 2016-01-08. "NumPy - About Us". numpy.org. Retrieved 2025-06-04. "NumPy". numpy.org. Retrieved 2025-06-04. "PyData Austin 2019 - Travis E...
10 KB (1,038 words) - 02:08, 5 June 2025
Python (programming language) (redirect from .py (file extension))
create games); PyQt and PyGTK, which bind Qt and GTK to Python respectively; PyPy, a Python implementation originally written in Python; NumPy, a Python library...
175 KB (14,434 words) - 21:33, 23 June 2025
Ufuncs — NumPy Enhancement Proposals". numpy.org. Retrieved 21 June 2022. "NEP 18 — A dispatch mechanism for NumPy's high level array functions — NumPy Enhancement...
13 KB (1,106 words) - 03:50, 13 June 2025
Pandas (software) (redirect from Pandas PyData)
Series is a 1-dimensional data structure built on top of NumPy's array.: 97 Unlike in NumPy, each data point has an associated label. The collection...
13 KB (1,370 words) - 20:33, 7 June 2025
multiplication. # import pmap and random from JAX; import JAX NumPy from jax import pmap, random import jax.numpy as jnp # generate 2 random matrices of dimensions...
9 KB (784 words) - 00:47, 25 April 2025
PyPy (/ˈpaɪpaɪ/) is an implementation of the Python programming language. PyPy often runs faster than the standard implementation CPython because PyPy...
17 KB (1,646 words) - 03:03, 3 June 2025
procedure produces the solution vector of a linear system of equations: import numpy as np ITERATION_LIMIT = 1000 # initialize the matrix A = np.array( [ [10...
25 KB (3,999 words) - 14:18, 25 September 2024
interoperate with the Python numerical and scientific libraries NumPy and SciPy. Scikit-learn is a NumFOCUS fiscally sponsored project. The scikit-learn project...
8 KB (715 words) - 12:26, 17 June 2025
Dask (software) (section PyTorch integration)
scaling up their pandas, NumPy or scikit-learn workload. Dask’s DataFrame, Array and Dask-ML are alternatives to Pandas DataFrame, Numpy Array and scikit-learn...
32 KB (3,060 words) - 11:34, 5 June 2025
random value". PHP Manual. Retrieved 2016-03-02. "NumPy 1.17.0 Release Notes — NumPy v1.21 Manual". numpy.org. Retrieved 2021-06-29. "9.6 random — Generate...
32 KB (3,995 words) - 08:37, 22 June 2025
CUBLASMatrix(numpy.mat([[2, 3], [4, 5], [6, 7]], numpy.float32)) C = A * B print(C.np_mat()) while CuPy directly replaces NumPy: import cupy a = cupy.random.randn(400)...
84 KB (4,133 words) - 00:48, 20 June 2025
Anaconda as well as multiple scientific packages including Matplotlib and NumPy. Front-end and back-end web development: special support for Django, Flask...
12 KB (870 words) - 17:14, 21 May 2025
Documentation". rdocumentation.org. Retrieved 2020-09-07. "numpy.outer — NumPy v1.19 Manual". numpy.org. Retrieved 2020-09-07. Steeb, Willi-Hans; Hardy, Yorick...
18 KB (2,942 words) - 10:27, 19 March 2025
including LAPACK, LINPACK, Armadillo, GNU Octave, Mathematica, MATLAB, NumPy, R, Julia and Lisp-Stat. With the advent of numerical programming, sophisticated...
36 KB (3,917 words) - 09:17, 27 May 2025
R (similar to S-PLUS), Julia, and Python with libraries such as NumPy, SciPy and SymPy. Performance varies widely: while vector and matrix operations are...
39 KB (3,919 words) - 12:01, 23 June 2025
TensorFlow (section Numpy)
the structure and workflow of NumPy as closely as possible and works with TensorFlow as well as other frameworks such as PyTorch. The primary functions...
52 KB (4,064 words) - 18:53, 18 June 2025
the pandas library offers the Series.clip and DataFrame.clip methods. The NumPy library offers the clip function. In the Wolfram Language, it is implemented...
5 KB (393 words) - 14:32, 13 June 2025
the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications...
6 KB (459 words) - 04:07, 6 June 2025
applications" in the official book on the web framework, is suggested when learning NumPy, is deployment platform of choice in Django Girls tutorial, and is recommended...
6 KB (459 words) - 14:27, 27 March 2025
especially matrix-valued ones. In Theano, computations are expressed using a NumPy-esque syntax and compiled to run efficiently on either CPU or GPU architectures...
10 KB (1,132 words) - 07:16, 2 June 2025
to interoperate with the Python numerical and scientific libraries NumPy and SciPy. The scikit-image project started as scikits.image, by Stéfan van der...
4 KB (257 words) - 16:13, 13 May 2024
Elementary Statistics". Journal of Statistics Education. 14 (3). doi:10.1080/10691898.2006.11910589. "NumPy 1.12 documentation". SciPy. Retrieved 2017-03-19....
19 KB (2,647 words) - 06:42, 14 May 2025
Oliphant, T., & Peterson, P. (2001). SciPy: Open source scientific tools for Python. Bressert, E. (2012). SciPy and NumPy: an overview for developers. " O'Reilly...
32 KB (3,541 words) - 16:55, 23 June 2025
Numba is an open-source JIT compiler that translates a subset of Python and NumPy into fast machine code using LLVM, via the llvmlite Python package. It offers...
5 KB (329 words) - 07:24, 16 February 2025
C and C++. QuTiP is built to work well with popular Python packages NumPy, SciPy, Matplotlib and IPython. The idea for the QuTip project was conceived...
8 KB (935 words) - 13:52, 15 February 2025
and visualization. Languages such as Python, through libraries like NumPy, SciPy, and Matplotlib, have become dominant in fields ranging from machine...
8 KB (756 words) - 18:54, 28 April 2025
multi-Otsu's method respectively. This implementation requires the NumPy library. import numpy as np def otsu_intraclass_variance(image, threshold): """ Otsu's...
24 KB (3,755 words) - 16:42, 16 June 2025