Year: 2024

Comparison of TabNet and XGBoost on tabular data across binary classification, multiclass classification, and regression tasks. Explore default vs. tuned results and discover TabNet's surprising strengths in regression.

"LightGBM is a fast, efficient gradient boosting framework. In this article I show you how to visualize its decision trees using tools like plot_tree for basic plots, dtreeviz for enhanced visuals, graphviz for detailed rendering, and SuperTree for interactive exploration of complex tree structures."

"A Random Forest is a supervised machine learning algorithm used for classification and regression. This article demonstrates four ways to visualize Random Forests in Python, including feature importance plots, individual tree visualization using plot_tree, and SuperTree."

"XGBoost is a supervised machine learning algorithm used for both classification and regression tasks. This article demonstrates four ways to visualize XGBoost models in Python, including feature importance plots, individual tree visualization using plot_tree, dtreeviz, graphviz, and SuperTree."

Explore how different machine learning algorithms stack up against each other. This article compares key methods, highlights their strengths and weaknesses, and helps you choose the best one for your needs.

Convert your PostgreSQL data into Google Sheets spreadsheet easily using MLJAR studio and Python. Share spreadsheets with other users without leaving your editor

Unlock the power of Retrieval-Augmented Generation to supercharge your workflow. Learn how to build a simple RAG system using OpenAI models in Python and enhance your AI’s performance with smarter, more accurate results.

We make Python notebooks accessible with REST API. Custom ChatGPT can use actions to execute Python notebooks. You can easily turn any Python code into API available in the ChatGPT

Let us introduce you Invoice Generator, which was created only with Mercury's widgets in Python.

Convert your PostgreSQL data into Dashboard in Jupyter Notebook using Python. Deploy notebook as web app with Mercury Cloud.

Let's talk about keeping credentials in Jupyter Notebook and sharing those Notebooks with other users.