Johni Douglas MarangonBuilding a Multi-label Text Classification model with spaCy 3.xThe textcat_multilabel component in spaCy is a pipeline component used for multi-label text classification. This means that instead of…Jul 15Jul 15
Johni Douglas MarangonUsing LLM (ChatGPT) to Create a Pre-Annotated NER DatasetI’m excited to share the outcome of a research project I’ve been working on at my current job.May 28May 28
Johni Douglas MarangonA minimal RESTful API in PythonA minimal RESTful API focuses on simplicity and ease of use providing a basic set of endpoints for creating, reading, updating, and…May 16May 16
Johni Douglas MarangonHow to Route Celery TasksCelery is a powerful distributed task framework written in Python, which allows you to run asynchronous Python functions — also known as…May 61May 61
Johni Douglas MarangonUseful Python tips and tricks — #2In this post, I will continue to take a look at interesting Python codes.Apr 222Apr 222
Johni Douglas MarangonHow to Setup Memory Database Test with PyTest and SQLAlchemyIn this tutorial, we will discuss how to setup a unit test suite using memory database to test SQL Alchemy ORM operations in a Python…Mar 262Mar 262
Johni Douglas MarangonRequest Parameters in FastAPIThe propose of this article is to show how you can work with request parameters in FastAPI and how this feature is useful when you are…Mar 11Mar 11
Johni Douglas Marangon🏋🏼♂️ How to use cross-validation to train models in scikit-learnToday, we are going to take a look how to use cross-validation to train a machine learning model in scikit-learn. In summary, we will use…Dec 7, 20231Dec 7, 20231
Johni Douglas MarangonBuilding a custom Named Entity Recognition model using spaCy — Data Labeling — Part 1Welcome to the first post about training a custom Named-Entity Recognition (NER) with spaCy. These series of posts were made to cover…Nov 21, 2023Nov 21, 2023