Archives for numpy

20 Dec

Python’s Pandas vs Polars: Who Wins this Fight in Library

Lokesh Choudhary dataframe libraries

As per the benchmark test conducted by H2O.ai, Polars is way ahead of its competitors

The post Python’s Pandas vs Polars: Who Wins this Fight in Library appeared first on Analytics India Magazine.

19 Dec

New & Upgraded Version of NumPy is Here

Shritama Saha data science

The new release of NumPy boosts the handling and promotion of data types and execution speed and clarifies documentation.

The post New & Upgraded Version of NumPy is Here appeared first on Analytics India Magazine.

29 Nov

Top 9 Python Libraries for Machine Learning in 2022

Mohit Pandey ai python libraries

From data visualisation to deep learning libraries, Python is the most valuable language for machine learning.

The post Top 9 Python Libraries for Machine Learning in 2022 appeared first on Analytics India Magazine.

12 May

A guide to clustering with OPTICS using PyClustering

Sourabh Mehta clustering algorithms

OPTICS is a density-based clustering algorithm offered by Pyclustering.

The post A guide to clustering with OPTICS using PyClustering appeared first on Analytics India Magazine.

12 Apr

Python’s increasing popularity in scientific and high-performance computing

Shraddha Goled ACM Gordon Bell Prize

Python is often used as a glueing layer that relies on compiled optimised packages that it strings together to perform the target computations.

20 Mar

How to speed up machine learning operations with Jax?

Yugesh Verma Developers Corner

Jax is a library that can be considered as NumPy for CPU, TPU, and GPU. This can provide us with an efficient and automatic differentiation of the projects and research that are enabling machine learning in it.

09 Feb

A beginner’s guide to image processing using NumPy

Yugesh Verma analytics

Since images can also be considered as made up of arrays, we can use NumPy for performing different image processing tasks as well from scratch. In this article, we will learn about the image processing tasks that can be performed only using NumPy.

11 Nov

Team Of Software Engineers At Facebook Releases “Neural Network Compiler” For PyTorch 1.10

Victor Dey AI

A team of software engineers at Facebook, led by Software Engineer Bertrand Maher, recently released a JIT compiler for CPUs based on LLVM, called NNC, for "Neural Network Compiler."

11 Nov

A Guide to Dask: Parallel Computing Tool in Python for Big Data

Vijaysinh Lendave AI

Parallel computing is a sort of computation that performs several calculations or processes at the same time.

21 Jul

Guide To Template Matching With OpenCV: To Find Objects In Images

Yugesh Verma Developers Corner

In template matching, we find out the location in the source image of the template image. Here we can understand that it is required to have the size of the source image larger than the template image.

The post Guide To Template Matching With OpenCV: To Find Objects In Images appeared first on Analytics India Magazine.

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