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What is cryptography?

Cryptography integrates both advanced techniques and basic interfaces for essential cryptographic methods, such as symmetric encryption, hash functions, and key generation algorithms. The high-level symmetric encryption options available in cryptography allow users to execute encryption processes with ease. This domain is generally divided into two separate tiers: one that offers secure and user-friendly methods requiring little configuration, making them suitable for developers with limited choices to make. On the other hand, the second tier consists of low-level cryptographic components that can be highly dangerous if used incorrectly, requiring a deep comprehension of intricate cryptographic concepts and careful judgment. Because of these vulnerabilities, this foundational level is often referred to as the "hazmat" layer, with pertinent resources found in the cryptography.hazmat package, which always includes an initial warning in the documentation to draw attention to the potential risks. Furthermore, while becoming proficient in these low-level interfaces can enable the creation of sophisticated custom solutions, it necessitates a dedication to learning and implementing best practices in cryptographic safety, highlighting the importance of ongoing education in this critical field. Overall, understanding both layers allows for a balanced approach to security and functionality in cryptographic applications.

What is MPI for Python (mpi4py)?

In recent times, high-performance computing has become increasingly available to a larger pool of researchers in the scientific field than it ever has been before. The effective synergy of high-quality open-source software and reasonably priced hardware has played a crucial role in the widespread utilization of Beowulf class clusters and workstation clusters. Among the various approaches to parallel computation, message-passing has stood out as a notably efficient model. This approach is particularly advantageous for distributed memory systems and is heavily relied upon in today’s most challenging scientific and engineering tasks related to modeling, simulation, design, and signal processing. However, the environment for portable message-passing parallel programming used to be complicated, as developers had to navigate a multitude of incompatible choices. Fortunately, this scenario has vastly improved since the MPI Forum established its standard specification, which has simplified the development process considerably. Consequently, researchers are now able to dedicate more of their efforts to advancing their scientific research instead of dealing with the intricacies of programming. This shift not only enhances productivity but also fosters innovation across various disciplines.

Media

Media

Integrations Supported

C
C++
Fortran
NumPy
Python

Integrations Supported

C
C++
Fortran
NumPy
Python

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Free
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

cryptography

Date Founded

2013

Company Website

cryptography.io/en/latest/

Company Facts

Organization Name

MPI for Python

Company Website

mpi4py.readthedocs.io/en/stable/

Categories and Features

Categories and Features

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