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

PyCaret - autoML Outlier Detection

Code template for autoML outlier detection using PyCaret

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 Clustering

Code template for autoML unsupervised clustering using PyCaret

PyCaret - autoML Time Series Forecasting

Code template for autoML time series forecasting using PyCaret

sktime - Time Series Forecasting

Code template for time series forecasting using sktime

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

AutoTS Forecasting - Time Series Forecasting

Code template for time series forecasting using AutoTS