https://github.com › wadetb › tinynumpy
A lightweight, pure Python, numpy compliant ndarray class.A lightweight, pure Python, numpy compliant ndarray class. This module is intended to allow libraries that depend on numpy, but do not make much use of array processing, to make numpy an optional dependency. This might make such libaries better available, also on platforms like Pypy and Jython.
https://stackoverflow.com › questions › 8289157
python - Alternative to scipy and numpy for linear algebra? - Stack ...Is there a good (small and light) alternative to numpy for python, to do linear algebra? I only need matrices (multiplication, addition), inverses, transposes and such. Why?
https://stackshare.io › numpy › alternatives
What are some alternatives to NumPy? - StackShareCompare NumPy with other data science tools such as Pandas, MATLAB, R, SciPy, and more. See pros and cons, user reviews, and related posts for each alternative.
https://python.libhunt.com › numpy-alternatives
NumPy Alternatives - Python Science and Data Analysis - LibHuntNumPy requires pytest and hypothesis. Tests can then be run after installation with: python -c 'import numpy; numpy.test()' Code of Conduct. NumPy is a community-driven open source project developed by a diverse group of contributors. The NumPy leadership has made a strong commitment to creating an open, inclusive, and positive community.
https://www.practicaldatascience.org › notebooks › class_3 › week_2 › 50_pandas_pyarrow.html
PyArrow: An Alternative to Numpy as Pandas BackendLearn how PyArrow, a library for storing and moving arrays between programming languages, can be used as a faster and more memory efficient backend for pandas data structures. See examples of how to convert pandas DataFrames to Arrow DataFrames and how to enable Arrow string dtypes in pandas 2.1.
https://alternativeto.net › software › numpy
NumPy Alternatives and Similar Software | AlternativeToThere are more than 50 alternatives to NumPy for a variety of platforms, including Windows, Mac, Linux, Web-based and Python apps. The best NumPy alternative is R (programming language), which is both free and Open Source. Other great apps like NumPy are MATLAB, SageMath, Anaconda and Julia.
https://realpython.com › matlab-vs-python
MATLAB vs Python: Why and How to Make the SwitchLearn how to use NumPy, a Python library for numerical computing, to replace MATLAB for science tasks. Compare the features, philosophy, and syntax of MATLAB and Python, and get tips and tricks to make the switch.
https://realpython.com › numpy-tensorflow-performance
Pure Python vs NumPy vs TensorFlow Performance ComparisonLearn how to implement a linear regression problem using gradient descent in pure Python, NumPy, and TensorFlow. Compare the runtime and performance of the three approaches and see the advantages and disadvantages of each library.
https://www.datacamp.com › tutorial › benchmarking-high-performance-pandas-alternatives
Benchmarking High-Performance pandas Alternatives - DataCampDiscover the latest benchmarking of Python's powerful pandas alternatives, Polars, Vaex, and Datatable. Discover their performance in data loading, grouping, sorting, and more.
https://www.datacamp.com › cheat-sheet › numpy-cheat-sheet-data-analysis-in-python
NumPy Cheat Sheet: Data Analysis in Python - DataCampIt offers a great alternative to Python lists, as NumPy arrays are more compact, allow faster access in reading and writing items, and are more convenient and more efficient overall. In addition, it's (partly) the fundament of other important packages that are used for data manipulation and machine learning which you might already ...
