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

lux - Exploratory Data Analysis

Code template for EDA using Lux

dtale - Exploratory Data Analysis

Code template for EDA using dtale

kats - Time Series Detection

Code template for time series detection using kats

PyCaret - autoML Classification

Code template for autoML supervised classification using PyCaret

PyCaret - autoML Regression

Code template for autoML supervised regression using PyCaret

PyCaret - autoML Time Series Forecasting

Code template for autoML time series forecasting using PyCaret

kats - Time Series Forecasting

Code template for time series forecasting using kats

PyTorch Forecasting - Time Series Forecasting

Code template for time series forecasting using PyTorch forecasting

autosklearn - autoML Classification

Code template for autoML supervised classification using autosklearn

autosklearn - autoML Regression

Code template for autoML supervised regression using autosklearn

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