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Description

Beautiful Soup is a powerful library designed for the straightforward extraction of data from web pages. It operates on top of an HTML or XML parser, offering Pythonic conventions for traversing, searching, and altering the parse tree. Support for Python 2 was officially ended on December 31, 2020, precisely one year after Python 2 reached its end of life. Consequently, all new developments for Beautiful Soup will now be exclusively focused on Python 3. The last version of Beautiful Soup 4 that provided support for Python 2 was 4.9.3. Additionally, Beautiful Soup is distributed under the MIT license, allowing users to easily download the tarball, incorporate the bs4/ directory into nearly any Python project or library path, and begin utilizing its capabilities right away. This accessibility ensures that developers can quickly integrate web scraping functionalities into their applications without significant barriers.

Description

Fast and adaptable, the concepts of vectorization, indexing, and broadcasting in NumPy have become the benchmark for array computation in the present day. This powerful library provides an extensive array of mathematical functions, random number generators, linear algebra capabilities, Fourier transforms, and beyond. NumPy is compatible with a diverse array of hardware and computing environments, seamlessly integrating with distributed systems, GPU libraries, and sparse array frameworks. At its core, NumPy is built upon highly optimized C code, which allows users to experience the speed associated with compiled languages while enjoying the flexibility inherent to Python. The high-level syntax of NumPy makes it user-friendly and efficient for programmers across various backgrounds and skill levels. By combining the computational efficiency of languages like C and Fortran with the accessibility of Python, NumPy simplifies complex tasks, resulting in clear and elegant solutions. Ultimately, this library empowers users to tackle a wide range of numerical problems with confidence and ease.

API Access

Has API No 

API Access

Has API Yes 

Screenshots View All

Screenshots View All

Integrations

3LC No 
Avanzai No 
Azure Marketplace Yes 
Codédex No 
Coiled No 
Cython No 
Dash No 
Flower No 
Gensim No 
JAX No 
LangChain Yes 
MPI for Python (mpi4py) No 
NVIDIA FLARE No 
PaizaCloud No 
PyCharm No 
Spyder No 
Train in Data No 
Unify AI No 
Yamak.ai No 
imageio No 

Integrations

3LC Yes 
Avanzai Yes 
Azure Marketplace No 
Codédex Yes 
Coiled Yes 
Cython Yes 
Dash Yes 
Flower Yes 
Gensim Yes 
JAX Yes 
LangChain No 
MPI for Python (mpi4py) Yes 
NVIDIA FLARE Yes 
PaizaCloud Yes 
PyCharm Yes 
Spyder Yes 
Train in Data Yes 
Unify AI Yes 
Yamak.ai Yes 
imageio Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Deployment

Web-Based No 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Beautiful Soup

Website

pypi.org/project/beautifulsoup4/

Vendor Details

Company Name

NumPy

Website

numpy.org

Product Features

Product Features

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