semvec/pypi-packages huggingface dataset:
quickpanda 0.0.5
quickpanda
Requires Python: >=3.6
Keywords: data analysis

# a pipeline for quick data analysis and machine learning

## file_operate:

* read file and do base operate like auto asdtype etc.
* it support multi type files operates together.

## preprocess:

    create a preprocessor to preprocessing(dropna,fillna,dropoutlyers...)
    you can select the file and cols by passing dict-type args.
## analysis:
    base on the previous manipulations,we get clean datas,we can now acutally start the analysis tasks:
    correlation:
        get correlations between value-type features and labels. 
        compare the correlation between class-type features and labels.
        

## modeling:
    we provide base ml models to complete classification or regression tasks
    listing:
        gbdt:xgboost,light gbm,radom forests
        norm:svc,linear,logistic,bayes
        timesequence:ARMA,ARIMA
        nn:
        DeepLearning:\

## statistic_test:

[//]: #  (    [test func]&#40;https://blog.csdn.net/weixin_46271668/article/details/123981051&#41;)

    normality test
    correlation test
    significance test
    parametric test
    nonparametric test