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ealcobaca/README.md

Typing SVG

Hi there! I am Edesio

I'm a Data Scientist from Brazil. 🇧🇷

I have been researching and developing tools for machine learning and AutoML. 🤓

I am currently a Ph.D. candidate at the University of São Paulo. 👨‍🎓

Together with my advisor, we are developing a project to automate end-to-end machine learning pipelines. This journey has been very challenging and fruitful! My research interests are machine learning, AutoML, meta-learning, optimization for machine learning, computational mathematics, and bioinformatics. 👨‍🔬

I like to build things with machine learning, distributed systems, Python, SQL, modern backend/frontend frameworks. 👨‍💻

How to reach me: 📫

May the force be with you!



Pinned

  1. pymfe pymfe Public

    Python Meta-Feature Extractor package.

    Python 122 27

  2. rec-sys-to-cancer rec-sys-to-cancer Public

    Meta-learning system for recommending algorithms for analyzing gene expression data

    R 1

  3. GeneVis GeneVis Public

    It is a framework for visualization gene expression data, gene/micro-RNA/RNA selection and tumor tissue classification using a perception-driven approach.

    R

  4. mlglass mlglass Public

    We share in this repository some codes and data used during our research about glass property prediction and the design of new glasses.

    Jupyter Notebook 4 2

  5. alchemist-ai alchemist-ai Public

    The Alchemist uses a pool of optimization algorithms and machine learning models to search for viable glass compositions for a given glass transition temperature (Tg) value.

    Python 2 1

  6. meta-padawan meta-padawan Public

    Forked from ebadrian/metadl

    Meta-Padawan solution to the NeurIPS (2021) - Few-shot learning competition.

    Python 9