Year: 2023

The recommended articles the author has read this week.
This letter is posted every Monday.

Announcing PyCaret 3.0 — An open-source, low-code machine learning library in Python

This is long-awaited news. The PyCaret 3.0, a low-code machine learning library, was released! The main features of this version are as follows:

• Stable support of the Time Series Forecasting module
• Object Oriented API in experiments. We can create an experiment instance of each call of the setup() function.

TabPFN

The TabPFN is an AutoML python library to construct a Neural-Network-based model on a tabular dataset. The most characteristic feature is that the algorithm is based on Transformer.

Note that the TabPFN supports just classification problems.

I have gotten the impression that the AutoML Python library is evolving more and more.

The recommended articles the author has read this week.
This letter is posted every Monday.

This week, the author introduces the OSS for managing pipelines. And, also introduce one article.

Apache Airflow

Airflow is a platform, created by Airbnb, to programmatically author, schedule, and monitor workflows. We can manage to schedule and monitor the workflow for data and machine learning pipelines.

Introduction to Apache Airflow

This article introduces the usage of Airflow and comparison with other alternatives. We can check the features and their differences.