在数据科学项目的开始阶段，使用pip或conda等依赖性管理工具可能就足够了。 然而，随着项目的扩大，依赖关系的数量也在增加。这可能会使项目的环境难以重现，并且在仅仅依靠pip或conda进行依赖性管理时难以有效地维护它。 此时 Poetry 应运而生，它是一个 ...

Already using NumPy, Pandas, and Scikit-learn? Here are seven more powerful data wrangling tools that deserve a place in your toolkit. Python’s rich ecosystem of data science tools is a big draw for ...

Pandas is a library written for the Python programming language for data manipulation and analysis. In particular, it offers data structures and operations for manipulating numerical tables and time ...

Learn the NumPy trick for generating synthetic data that actually behaves like real data.

In a recent write-up, [David Delony] explains how he built a Wolfram Mathematica-like engine with Python. Core to the system is SymPy for symbolic math support. [David] said being able to work with ...