Metadata-Version: 2.1
Name: apdt
Version: 0.1.7
Summary: apdt
Home-page: https://github.com/Zhiyuan-Wu/apdt
Author: Zhiyuan-Wu
Author-email: 86562713@qq.com
Maintainer: Zhiyuan-Wu
Maintainer-email: 86562713@qq.com
License: Apache License Version 2.0
Description: # Air Pollution Data Toolbox
        
        apdt is air pollution research toolkit that helps you:
        - Deal with different data source, e.g., national monitoring station, mobile sensory system, meteorological observations, etc;
        - Common data process, e.g., spatio-temporal interpolation, filtering, high-dimensional signal processing, etc;
        - Common data analysis, e.g., causal analysis, event analysis, pattern mining, etc;
        - Rich visualization charts, e.g., curves, maps, dynamic evolution, etc;
        - Deep learning interface, e.g., data set division, common model building, training process processing, etc;
        
        We are committed to the following goals:
        - The consistence of data structure;
        - The high reusability;
        - It covers common needs of data analysis and academic research under the topic of air pollution;
        - High efficiency, parallel support for large-scale data processing;
        
        apdt是一个用于空气污染数据研究的工具包，使用它可以方便地：
        - 处理不同格式的数据源，例如国控站、移动监测系统、气象观测等；
        - 进行常见的数据处理，例如时空插值、滤波、高维信号处理等；
        - 进行常见的数据分析，例如因果相关性、事件分析、模式挖掘等；
        - 丰富的可视化图表，例如曲线、地图、动态演变等；
        - 优雅调参深度学习，帮你完成数据集划分、常见模型的搭建、训练过程的处理等；
        
        我们致力于实现以下目标：
        - 数据结构的统一性；
        - 方法的高度可复用性；
        - 广泛性，在空气污染话题下覆盖数据分析和学术研究的需求；
        - 高效率，并行支持大规模数据处理；
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.6
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
