Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

本文介绍如何构建一套文本聚类流水线，将大语言模型嵌入与基于密度的聚类算法 HDBSCAN 相结合，在无标注文本数据中自动发现主题。 当前的生成式 AI热潮，表面上似乎主要集中在聊天界面与提示词工程，但大语言模型（LLM）的实际应用范围远不止于此。

Posit’s ggbot2 is a voice assistant for ggplot2. Tell it what you want in a spoken conversation, and it will generate plots and ggplot2 R code from your data. Typing questions into a chatbot is nice, ...

Classification algorithms learn how to assign class labels to examples (observations or data points), although their decisions can appear opaque. A popular diagnostic for understanding the decisions ...

qmplot is a handy, user-friendly tool and Python library that allows for quick and flexible of publication-ready manhattan and Q-Q plots directly from PLINK association results files or any data frame ...

随机森林是机器学习中广泛使用的强大算法，特别适合分析时空变化的原因。它可以用于研究气候变化如何影响植被生长，或者城市扩张怎样改变土地用途。本文将介绍随机森林的工作原理，展示一个实际分析案例，并提供可直接运行的Python代码。 import pandas as ...

A package for using Billinge group Matplotlib style files. bg-mpl-stylesheets is a Python software package that creates a standardized matplotlib figure format. This includes specialized fonts, figure ...