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A framework for calculating and modeling

Project description

maysics

本库是用于科学计算和快速建模

maysics主要包括九个模块:
1、algorithm 封装了几种算法,用于简易模拟;
2、calculus 封装了常见的算符算子,辅助数学运算;
3、constant 储存了部分常数;
4、models 封装了几种常用的数学物理定律、方程、模型以便快速构建数理模型;
5、model_selection 用于评估和选择模型;
6、preprocess 用于数据预处理;
7、stats 用于统计分析;
8、transformation 封装了常用的坐标转换及其他数学变换;
9、utils 是额外工具箱。

This package is used for scientific calculating and fast modeling

maysics includes nine modules:

  1. "algorithm" packages several algorithms for simple simulation;
  2. "calculus" packaes common operatoes;
  3. "constant" stores common constants;
  4. "models" packages several coommon laws and equations of physics and models for fast modeling;
  5. "model_selection" used for estimating and selecting models;
  6. "preprocess" is used for data preproccessing;
  7. "stats" is uesd for statistical analysis;
  8. "transformation" packages common coordinate transformations and other mathematical transformations;
  9. "utils" is extra Utils.

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