Gary Hutson

Creating and replicating an Anaconda Environment from a YAML file

PythonGary Hutson08/09/20211

I had the perfect environment for my setup and I want to potentially create another environment and add some additional packages, or I want to roll this environment out for training purposes. This is where the YAML file comes in and it is sweet. Head to Anaconda Navigator I load up my Anaconda Navigator and…

Training XGBoost Model and Assessing Feature Importance using Shapley Values in Sci-kit Learn

PythonGary Hutson07/09/20210

In this tutorial I will take you through how to: Read in data Perform feature engineering, dummy encoding and feature selection Splitting data Training an XGBoost classifier Pickling your model and data to be consumed in an evaluation script Evaluating your model with Confusion Matrices and Classification reports in Sci-kit Learn Working with the shap…

R BlogsGary Hutson21/07/20210

Author: Gary Hutson

Creating and replicating an Anaconda Environment from a YAML file

Training XGBoost Model and Assessing Feature Importance using Shapley Values in Sci-kit Learn

ConfusionTableR has made it to CRAN

PyHacks tutorials – the resource for learning Python is growing

FeatureTerminatoR – a package to remove unimportant variables from statistical and machine learning models automatically

Foghorn package – find out pending CRAN packages in the pipeline

Python (PyHacks) tutorials on lists, list comprehensions and Tuples has arrived

OddsPlotty has landed on CRAN

DTPlyr – easier data.table for DPLYR users

Build and improve a Machine Learning Classification model with TidyModels and R