Pedro Ribeiro
@pedroribeiro.bsky.social
Data Scientist @ Mass General, Beth Israel, Broad | Clinical Research | Automated Interpretable Machine Learning, Evolutionary Algorithms | UPenn MSE Bioengineering, Oberlin BA Computer Science
Our automl package TPOT has just reached 10k stars on github! This places TPOT among the top 3,000 highest-ranked repositories, coming in at rank 2,956. github.com/EpistasisLab... #automl #machinelearning #ai #datascience
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August 28, 2025 at 8:03 PM
Our automl package TPOT has just reached 10k stars on github! This places TPOT among the top 3,000 highest-ranked repositories, coming in at rank 2,956. github.com/EpistasisLab... #automl #machinelearning #ai #datascience
The tree-based pipeline optimization tool: Tackling biomedical research problems with genetic programming and automated machine learning
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
The tree-based pipeline optimization tool: Tackling biomedical research problems with genetic programming and automated machine learning
The tree-based pipeline optimization tool (TPOT) is one of the earliest automated machine learning (ML) frameworks developed for optimizing ML pipelin…
www.sciencedirect.com
July 15, 2025 at 3:00 PM
The tree-based pipeline optimization tool: Tackling biomedical research problems with genetic programming and automated machine learning
www.sciencedirect.com/science/arti...
www.sciencedirect.com/science/arti...
Reposted by Pedro Ribeiro
TPOT = Tree-based Pipeline Optimization Tool. Consider TPOT your Data Science Assistant. TPOT is an open-source Automated Machine Learning (AutoML) tool that optimizes ML pipelines using genetic programming github.com/EpistasisLab... #tpot #automl #machinelearning #datascience
GitHub - EpistasisLab/tpot: A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming. - EpistasisLab/tpot
github.com
January 22, 2025 at 5:06 PM
TPOT = Tree-based Pipeline Optimization Tool. Consider TPOT your Data Science Assistant. TPOT is an open-source Automated Machine Learning (AutoML) tool that optimizes ML pipelines using genetic programming github.com/EpistasisLab... #tpot #automl #machinelearning #datascience
The TPOT2 AutoML package I developed at Cedars-Sinai has received another citation in the paper: "Biologically Enhanced Machine Learning Model to Uncover Novel Gene-Drug Targets for Alzheimer's Disease." Excited to see my project being used in research!
November 30, 2024 at 5:41 PM
The TPOT2 AutoML package I developed at Cedars-Sinai has received another citation in the paper: "Biologically Enhanced Machine Learning Model to Uncover Novel Gene-Drug Targets for Alzheimer's Disease." Excited to see my project being used in research!
For the past three years, I've had the privilege of working at Cedars-Sinai's Department of Computational Biomedicine, where I was one of the first employees. I'm grateful for the opportunity to contribute to a growing department. A highlight was leading the development of TPOT2.
November 29, 2024 at 7:35 PM
For the past three years, I've had the privilege of working at Cedars-Sinai's Department of Computational Biomedicine, where I was one of the first employees. I'm grateful for the opportunity to contribute to a growing department. A highlight was leading the development of TPOT2.