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natalidesanti/README.md

Hello, hello, hello 👋

I am Natalí de Santi, a physicist interested in cosmology, data science, machine learning and programming.

  • 🔭 Currently working on applying machine learning to solve cosmology problems
  • 📌 São Paulo, Brazil
  • 🌱 PhD student in the University of São Paulo, São Paulo, Brazil
  • 📫 Some coordinates online: my personal page (check it out - ✨ some codes here have a post there ✨)
  • ⚡ Fact: wannabe cyclist in spare time

Social Media:

cissagatto ucadow7a1shwwwyepjlto1cg cissagatto elainececiliagatto

Languages:

python cython c latex fortran

Machine Learning:

gnn pytorch tensor-flow skikit-learn smogn

Tools:

linux emacs jupyter mathematica

Pinned

  1. symbolic_regression symbolic_regression Public

    An overview of symbolic regression using gplearn

    Jupyter Notebook 1 1

  2. image_denoising image_denoising Public

    This is a simple example of an image denoising, using autoencoders and MNIST dataset.

    Jupyter Notebook

  3. harmonic_oscillator harmonic_oscillator Public

    This repo contains some codes to work with quantum and classical harmonic oscillator

    Fortran

  4. masking_SPLUS masking_SPLUS Public

    This repo contains a code and a document explaining how to mask some tiles from the S-PLUS

    Jupyter Notebook 1

  5. mimicking_hg_connection_using_ml mimicking_hg_connection_using_ml Public

    Repository related to the paper Mimicking the halo-galaxy connection using machine learning

    Jupyter Notebook 2

  6. pytorch_and_GNNs pytorch_and_GNNs Public

    This repo contains the material for the tutorial on pytorch and graph neural networks (GNNs) that I am giving for the Artificial Intelligence applied to Astronomy (AIA), at USP

    Jupyter Notebook 2 1