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gabrielxcosta/README.md

Hello, I'm Gabriel Costa

  • B.Sc. in Physics - Federal University of Ouro Preto (UFOP)
  • M.Sc. Student in Computer Science - UFOP
  • Research in Graph Neural Networks for Time Series Forecasting
  • Collaborator at the Intelligent Systems Computing Laboratory (CSILAB-UFOP)

Research & Projects

  • CNPq Research Fellow: River level prediction using deep learning, comparing TimesFM, LSTM, and Prophet.
  • Former CNPq Fellow: Simulated epidemiological models in temporal mobility networks using real and synthetic data.

Skills & Interests

  • Languages & Tools: Python, C, C++, Git, Linux, LaTeX
  • ML & Data Science: Deep Learning, GNNs, Network Science, Computational Modeling
  • Libraries: PyTorch, TensorFlow, NumPy, Pandas, Matplotlib

Gabriel-Python Gabriel-Pytorch Gabriel-Tensorflow Gabriel-Numpy Gabriel-Pandas Gabriel-Matplotlib Gabriel-C Gabriel-Cplusplus Gabriel-Git Gabriel-Linux Gabriel-LaTeX Gabriel-VSCode Gabriel-Jupyter

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  1. Simulation-of-epidemiological-models-in-temporal-mobility-networks Simulation-of-epidemiological-models-in-temporal-mobility-networks Public

    This project aims to simulate epidemiological models in temporal mobility networks. We seek to compare the results obtained from dynamic networks and static versions. The second strategy is commonl…

    Jupyter Notebook

  2. Physics Physics Public

    This repository is dedicated to storing and showcasing projects and solutions implemented during my Bachelor's degree in Physics at the Federal University of Ouro Preto - MG.

    Jupyter Notebook

  3. Python---Beginner-to-advanced Python---Beginner-to-advanced Public

    Python studies, from programming logic, procedural programming, intermediate python, OOP, modules, graphical interface and others.

    Jupyter Notebook

  4. PCC142---Data-Mining PCC142---Data-Mining Public

    Jupyter Notebook

  5. PCC104---Algorithm_Design_and_Analysis PCC104---Algorithm_Design_and_Analysis Public

    Jupyter Notebook

  6. PCC121---Complex-Networks PCC121---Complex-Networks Public

    Jupyter Notebook