The pyspark.pipelines (here aliased as dp) module implements much of its core functionality using decorators. These decorators accept a function that defines either a streaming or batch query and ...

Lakeflow pipelines introduce several new SQL keywords and functions for defining materialized views and streaming tables in pipelines. SQL support for developing pipelines builds upon the basics of ...

Trained with reinforcement learning in real environments, Mellum2.1 is built for coding agents and fast sub-agents that run ...

CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained ...

A sophisticated text editor for code, markup and prose. It has many powerful features for file and project navigation, build systems, integration with other tools and customization in the form of ...

而在 Python 这类具备强大动态特性、一等公民函数（First-Class Functions）、元编程（Metaprogramming）和丰富语法糖的语言中，许多传统的结构型模式已经被语言自身的特性“内化”了。

GEMM（通用矩阵乘法）是深度学习底层计算的核心原语，其性能与调度效率直接影响模型训练和推理的端到端吞吐。传统GEMM库如cuBLAS和cutlass采用静态编译、无状态调用的设计，导致在动态张量形状、混合精度、量化感知等现代AI负载下出现访存冗余、同步开销高、精度策略僵化等问题。DeepGEMM通过 ...