Bernardo's Projects
Extracting association rules from a market-basket dataset using the A-Priori counting strategy. This is a university project coded in Java for Hadoop's MapReduce.
The Single Sign-On Multi-Factor portal for web apps
public introduction of self on github
Python implementations of the Boruta all-relevant feature selection method.
Preparing a model on this dataset https://www.kaggle.com/paultimothymooney/breast-histopathology-images
A powerful, lightweight theme for Hugo built with Tailwind CSS.
Corny jokes for the terminal
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
Generate Diverse Counterfactual Explanations for any machine learning model.
Dockerized TensorFlow Object Detection API and model format conversion tasks.
A well-intended book to help me frens and other people speak portuguese the euro way.
A FastAPI server of NannyML
Feature Store for Machine Learning
MSSQL offline and online stores for Feast
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
a collection of (data science) routines
I wrote pytests from deepchecks (and...?) so you don't have to
Models and examples built with TensorFlow
Deepchecks Monitoring- Continuous Validation of ML Models & Data In Production.
Detecting silent model failure. NannyML estimates performance with an algorithm called Confidence-based Performance estimation (CBPE), developed by core contributors. It is the only open-source algorithm capable of fully capturing the impact of data drift on performance.
An implementation of Genetic Programming in Rust.
Created with StackBlitz ā”ļø
How to train an object detection model easy for free
Tiny utility to convert annotation data from OIDv4_Toolkit to the csv format necessary to convert to TFRecords.
Convert Open Image v4 Dataset to VOC pasacal format XML. Open Images is a dataset of ~9 million images that have been annotated with image-level labels and bounding boxes spanning thousands of classes. https://github.com/openimages/dataset
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