Code Templates

This is a collection of code templates that I have written to handle common data science/machine learning tasks.


I prepare these primarily for my own reference, but please feel free to use them as well if you find them useful.

Most of these templates are in Python as that is my primary programming language.

All Templates

pandas-profiling - Exploratory Data Analysis

Code template for EDA using pandas-profiling

autoviz - Exploratory Data Analysis

Code template for EDA using autoviz

dataprep - Exploratory Data Analysis

Code template for EDA using dataprep

PyCaret - autoML Outlier Detection

Code template for autoML outlier detection using PyCaret

PyCaret - autoML Clustering

Code template for autoML unsupervised clustering using PyCaret

sktime - Time Series Forecasting

Code template for time series forecasting using sktime

AutoTS Forecasting - Time Series Forecasting

Code template for time series forecasting using AutoTS

pmdarima Forecasting - Time Series Forecasting

Code template for time series forecasting using pmdarima

autokeras - autoML Classification

Code template for autoML supervised classification using autokeras

autokeras - autoML Regression

Code template for autoML supervised regression using autokeras

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