Pure Functions
In data science and artificial intelligence, pure functions are functions that always return the same output for a given input and do not have any side effects. This means that pure functions do not modify any external state or variables and do not rely on any external state or variables. Pure functions are deterministic and predictable, which makes them easier to test, debug, and reason about. They are also more parallelizable and cacheable, which can improve performance and scalability. Pure functions are a fundamental concept in functional programming, which is a programming paradigm that emphasizes the use of pure functions and immutable data structures. In data science and artificial intelligence, pure functions are often used for data preprocessing, feature engineering, and model evaluation, where the same input data and parameters should always produce the same output metrics and predictions.
Your Previous Searches
Random Picks
- Statistical Properties: Statistical properties refer to the characteristics or features of a dataset that can be measured and analyzed using statistical methods. These properties include measures of central tendency such as mean, median, and mode, as well as measu ... Read More >>
- Adversarial Examples: Adversarial examples are inputs to machine learning models that are intentionally designed to cause the model to make a mistake. These inputs are created by adding small, often imperceptible, perturbations to the original input data. Advers ... Read More >>
- Distributed Hash Table: A Distributed Hash Table (DHT) is a decentralized distributed system that provides a lookup service similar to a hash table. Each node in the network stores a subset of the overall hash table, and nodes communicate with each other to find w ... Read More >>
Top News
These are the fastest-growing job titles, according to LinkedIn users | CNN Busi...
Some of the fastest-growing jobs for 2025 barely existed at the turn of the century, according to a new analysis from LinkedIn....
News Source: CNN on 2025-01-11
A man trying to recover a hard drive containing $750 million of bitcoin from a l...
James Howells has been trying to gain access to a landfill site for the past decade, where he believes his hard drive containing a bitcoin fortune is....
News Source: Business Insider on 2025-01-11
A notorious market bear who called the 2000 and 2008 crashes warns we're in the ...
"My impression is that it will end badly," says John Hussman....
News Source: Business Insider on 2025-01-11
China and UK restart economic and financial talks after 6-year hiatus...
China and Britain have restarted economic and financial talks after a six-year hiatus during a visit by Britain’s Treasury chief to Beijing...
News Source: ABC News on 2025-01-11
NATO turned to elite divers to test sabotage protections for critical undersea c...
NATO shared new footage of a recent test of new sensors able to shield undersea cables by special operations divers....
News Source: Business Insider on 2025-01-10