Code Sample import numpy import pandas numpy.random.seed(1234) frame = pandas.DataFrame( data=numpy.random.random((5, 3)) ) print( frame ) # Works print( frame.agg(['mean', 'std']) ) # Expected output print( frame.transpose().agg(['mean'...
Numerical Python. It is used for different types of scientific operations in python. Numpy is a vast library in python which is used for almost every kind of scientific or mathematical operation. It is itself an array which is a collection of various methods and functions for processing the ...
One crucial feature unknown to the Python beginner is how to unpack alist. Whether working with complex data structures, managing multiple return values of functions, or just trying to clean up your code, knowing how tounpack lists in Pythonis helpful. In this Python tutorial, you will learn ...
tensors and NumPy arrays can oftenshare the same underlying memory, eliminating the need to copy data (see Bridge with NumPy).Tensors are also optimized for automatic differentiation(we’ll see more about that later in the Autograd section). If you’re familiar...
h2o - Helpful H2OFrame class for out-of-memory dataframes. cuDF - GPU DataFrame Library, Intro. cupy - NumPy-like API accelerated with CUDA. ray - Flexible, high-performance distributed execution framework. bottleneck - Fast NumPy array functions written in C. petastorm - Data access library ...
kixistats - A library of statistical distribution sampling and transducing functions fastmath - A collection of functions for mathematical and statistical computing, macine learning, etc., wrapping several JVM libraries matlib - A Clojure library of optimisation and control theory tools and convenience ...
SigmaSwiftStatistics - A collection of functions for statistical calculation. VectorMath - A Swift library for Mac and iOS that implements common 2D and 3D vector and matrix functions, useful for games or vector-based graphics. Expression - A Mac and iOS library for evaluating numeric expressions...
the package is to be the most comprehensive library of published and tested quantum control techniques developed by the community, with easy to use export functions allowing users to deploy these controls on custom quantum hardware, publicly available quantum cloud computers or the Q-CTRL product ...
NumPy, a library that adds support for the manipulation of large, multi-dimensional arrays and matrices; it also includes a large collection of high-level mathematical functions PAW is a free data analysis package developed at CERN...
Torchelie: Torchélie is a set of utility functions, layers, losses, models, trainers and other things for PyTorch. torchelie.readthedocs.org CrypTen: CrypTen is a Privacy Preserving Machine Learning framework written using PyTorch that allows researchers and developers to train models using encrypted...