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MLX

苹果推出的开源机器学习框架,专为Apple Silicon芯片设计

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About this tool

MLX是苹果的机器学习研究团队推出的用在机器学习的阵列框架,开源框架专为 Apple Silicon 芯片而设计优化,从NumPy、PyTorch、Jax和ArrayFire等框架

MLX is a NumPy-like array framework designed for efficient and flexible machine learning on…

The Python API closely follows NumPy with a few exceptions. MLX also has a fully…

Key features

  • 熟悉的 API
  • 可组合的函数转换
  • 惰性计算
  • 动态图构建
  • 多设备
  • 统一内存

Use cases and audience

待编辑核验

  • 深度学习模型训练
  • 数据分析与处理
  • 科学研究
  • 工业应用
Input待编辑核验
→
Output待编辑核验

How to use

  1. 01

    安装MLX

  2. 02

    导入库

  3. 03

    创建数组

  4. 04

    执行操作

Sources

MLX — MLX 0.32.4 documentationMLX - 苹果推出的开源机器学习框架,专为Apple Silicon芯片设计 | AI工具集Updated on 2026-10-17

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