YiShape-Math v0.2.0
⚡ GPU加速计算:矩阵运算、向量运算、高级运算,支持自动回退 / GPU acceleration: matrix/vector operations, advanced computing with auto-fallback
📊 DataFrame数据框:CSV读写、数据切片、NumPy风格切片语法 / DataFrame: CSV I/O, data slicing, NumPy-style slicing
📊 数据可视化:基础图表、统计图表、特殊图表,ECharts集成 / Visualization: basic/statistical/special charts, ECharts integration
📈 统计学增强:14种概率分布、统计描述、假设检验 / Statistics: 14 distributions, statistical descriptions, hypothesis testing
📊 统计学分布函数库:正态、t、卡方、F、均匀、指数分布 / Statistical distributions: normal, t, chi-squared, F, uniform, exponential
🔢 概率密度函数和累积分布函数 / PDF and CDF functions
📋 统计描述功能:均值、方差、中位数、众数等 / Statistical descriptions: mean, variance, median, mode
✨ 向量与矩阵、最优化与机器学习:核心向量矩阵运算、机器学习算法、优化算法、降维算法 / Initial release: core operations, ML algorithms, optimization, dimensionality reduction