Adelson de Araujo's Projects
Abstractive Text Summarization using Transformer
Config files for my GitHub profile.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
https://adaj.github.io/blog
This codes calculates how much green area has in your GPS images using K-Means
Automated analysis of chats using contextual information and sentence encoding
Deep networks for Earth Observation
Homework assignments for Digital Image Processing class taken in 2018.1
Example of a Play web service that integrate Akka, Cassandra and Spark.
:earth_americas: Parsing and analyzing OpenStreetMap data with GeoDataFrame
Brief tutorial to introduce PostGIS as a tool for geographic data analysis
Generate artificial hypothesis given a domain file. Python implementation of Kroeze et al. (2019).
"Intro to time series" - Notebooks & tutorials
Basic java project for integration with Play, Akka, Spark and Cassandra
:fire: A series of code examples for all sorts of machine learning tasks and applications.
Linear programs to improve patrol planning and other smart cities problems
RAG implementation of the Accountable Talk framework (Michaels et al., 2016)
Example of handling transcription and diarization of remote microphone sources using diart and whisper.
A living collection of deep learning problems
Fuzzy Logic SciKit (Toolkit for SciPy)
Project on spatial interpolation of sensors data with machine learning :earth_americas:
:earth_americas: Spatial Analytics with Python :snake:
TED-Talks transcripts text processing playground (TF-iDF featurizer and LDA topic modeling)
Code for the talk "Introduction to time series forecasting" (in Portuguese)