Vítor Bernardes's Projects
caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models
Analysis and visualizations about crime in Chicago.
Project for the Humane Tech Community website
Exploratory data analysis of the CrossFit 2015 Leaderboard.
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Using Machine Learning with Enron Data to Identify Fraud
:mag: Haystack is an open source NLP framework to interact with your data using Transformer models and LLMs (GPT-3 and alike). Haystack offers production-ready tools to quickly build ChatGPT-like question answering, semantic search, text generation, and more.
PoC of a Haystack-based web app for document retrieval / question answering.
This is a Leaflet map of the Humane Tech Community Meetup Chapters.
Fit interpretable machine learning models. Explain blackbox machine learning.
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Python implementation of the MINAS novelty detection algorithm for data streams.
Small project to retrieve, clean and examine an Open Street Map area data set
Data Visualization Project on Prosper loan data.
📦 pip module containing code shared across Serenata de Amor's projects
Data Wrangling with MongoDB class code
My personal website, using GitHub Pages & the Minimal Mistakes theme.