code-driven walkthrough of implementing a GPT-2 style Transformer model entirely from scratch using NumPy, covering tokenization, embeddings, and more.Open Access Course | Computational Fluid Dynamics (CFD) with high-performance Python programming: A 20-step online course covering core PDEs, array operations...
However, the question of why a model makes a particular prediction is what interests me most. This curiosity has led me into the world of explainable AI (XAI). XAI (Figure 1) has gained significant attention in recent years. Many techniques have been proposed, with some gaining widespread ...
s ="Programming" print(s * n) # ProgrammingProgramming 6.大写第一个字母 以下代码块会使用 title() 方法,从而大写字符串中每一个单词的首字母。 s = "programming is awesome" print(s.title()) # Programming Is Awesome 7.分块 给定具体的大小,定义一个函数以按照这个大小切割列表。 from math import...
1.1 面向对象编程起源与发展 面向对象编程(Object-Oriented Programming, OOP)并非一夜之间凭空诞生的概念,它的历史可以追溯到20世纪60年代末期,当时Simula 67被认为是首个支持面向对象编程的编程语言。这一创新理念从早期的模块化编程中进化而来,解决了复杂系统的设计难题,允许程序员通过模拟现实世界中的实体(如汽车、动...
To answer this question, you have to recall the definition of the imaginary unit and rewrite the expression in terms of real and imaginary parts:The key observation to make is that j times j gives j2, which can be replaced with -1. This inverts the sign of one of the summands, while...
In this project, you will have to create a question bank with multiple choices for each question and then implement a scoring system for the players who attempt the quiz. Try to store each unique player’s score using a file or a database at the end of each quiz attempt. 16. Calculator...
The highest-rated answer to this Math-Stackexchange question did the job: Every square matrix is a linear transformation. The corresponding eigenvectors roughly describe how the transformation orients the results (or the directions of maximum change), while the corresponding eigenvalues describe the ...
Bitwise operators look virtually the same across different programming languages: OperatorExampleMeaning & a & b Bitwise AND | a | b Bitwise OR ^ a ^ b Bitwise XOR (exclusive OR) ~ ~a Bitwise NOT << a << n Bitwise left shift >> a >> n Bitwise right shift As you can see, they’...
I was planning to continue exploring database user interfaces usingsomething completely different, as mentioned in the last post. However, I’ve taken a short detour to experiment further with the technologies in question. In case you’re interested inAngularJS, theKarmatest runner, theBrunchapplic...
During the PyHC Fall 2021 meeting, Rebecca Ringuette presented two different solutions that would help to answer that question (Ringuette, 2021). The first was “A LIbrary KnowledgE and Discovery (LIKED) online resource for discovering and implementing knowledge, data, and infrastructure resources” ...