IT之家 12 月 23 日消息，TIOBE 指数 2025 年 12 月排行榜现已在官网公布，这个月 Python 依旧稳如泰山，以 23.64% 的市场份额夺得冠军，而 C 语言则是从上月的第 4 名升至亚军，市场份额 10.11%，C++ 语言也从上月的亚军跌至季军，份额为 8.95%。 值得注意的是，Java 在本月跌出前三，市场份额 ...

在代码大模型（Code LLMs）的预训练中，行业内长期存在一种惯性思维，即把所有编程语言的代码都视为同质化的文本数据，主要关注数据总量的堆叠。然而，现代软件开发本质上是多语言混合的，不同语言的语法特性、语料规模和应用场景差异巨大。如果忽略这些差异，笼统地应用通用的 Scaling Laws，往往会导致性能预测偏差和算力浪费。

J. William Carpenter is an economist who writes financial topics. He is an author of published works for higher education and business clients. Katie Miller is a consumer financial services expert.

Algorithmic trading, once the domain of global hedge funds, is now increasingly relevant for HNIs and family offices in India ...

Software engineering is the branch of computer science that deals with the design, development, testing, and maintenance of software applications. Software engineers apply engineering principles and ...

Investopedia contributors come from a range of backgrounds, and over 25 years there have been thousands of expert writers and editors who have contributed. Andy Smith is a Certified Financial Planner ...