Python Blogs – Page 2 – Hutsons-hacks

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…

PythonGary Hutson16/07/20210

Category: Python Blogs

Creating and replicating an Anaconda Environment from a YAML file

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

PyHacks tutorials – the resource for learning Python is growing

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

Feature encoding methods – the Pandas way

Creating Virtual Environments for Python Projects in VS Code

Reticulate webinar – R and Python – a happy union

LondonR Talks – Computer Vision Classification – Turning a Kaggle example into a clinical decision making tool

Python Pandas Pro – Session Three – Setting and Operations

Python Pandas Pro – Session Two – Selection on Data Frames