腾讯网

JAX快速上手：从NumPy到GPU加速的Python高性能计算库入门教程

NumPy作为Python数值计算领域的基础框架，凭借其强大的N维数组结构和丰富的函数生态系统，成为科学家、工程师和数据分析师的核心工具。然而，随着计算需求的快速增长，特别是在机器学习和大规模科学模拟领域，NumPy基于CPU的执行模式以及缺乏内置自动微分 ...
ZDNet

NumPy’s contribution to Python is remarkable, but where it goes next could be even more so

Asked on Twitter why a paper is coming out now, 15 years after NumPy's creation, Stefan van der Walt of the University of California at Berkeley's Institute for Data Science, one of the article's ...
Analytics Insight

NumPy vs. PyTorch: What’s Best for Your Numerical Computation Needs?

Overview: NumPy is ideal for data analysis, scientific computing, and basic ML tasks.PyTorch excels in deep learning, GPU ...
InfoWorld

7 newer data science tools you should be using with Python

Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your ...