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Lab notebook

Physics, machine learning and programming — long-form posts written as executable Jupyter notebooks.

Gambling, physics, and one of my favorite simulations

A general notebook to introduce details and practical examples of the Monte Carlo method for simulations.

  • Chaos
  • Physics
  • Numerical Methods
  • Python
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How to make plots for scientific publications in python?

The main purpose of this post is to present a practical example of how to improve the design of a graphic for an article. Here I intend to provide a practical example as well as a structure to be followed in several cases.

  • Plots
  • Python
  • Scientific Publication
  • Tutotial
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Basic quantum mechanics: the Schrodinger equation

I want to discuss in a didactic way the main and most important equation of quantum mechanics, given its direct importance to my area of research, and approach different situations in which we can observe it.

  • Quantum mechanics
  • Quantum Foundations
  • Schrodinger Equation
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Quasiprobability functions using QuTip

Here I want to present more of the foundations of quasiprobability functions and provide tools to facilitate its visualization.

  • Probability
  • Quantum Mechanics
  • QuTip
  • Wigner
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Visualizing Quantum Mechanics through QuTip

The intention of this notebook is to present basic concepts of quantum mechanics through an interesting visualization tool built specifically for this purpose.

  • plot_schmidt
  • plot_qubism
  • complex_array_to_rgb
  • Entanglement
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Using Machine Learning principles to predict cryptocurrency prices

Another attempt to further explore Pytorch's possibilities for data science. This time, let's enter the world of crypto-businesses!

  • Deep Learning
  • Pytorch
  • Data Science
  • Neural Network
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Text Classifier Network

In this post I present my first attemp to develop a full textual neural network and explains all its principles.

  • Deep Learning
  • Pytorch
  • Text classification
  • Neural Network
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A temporal Gaussian wave packet

In this Post I will show how we can use the STS theory to create temporal distributions.

  • Quantum Mechanics
  • Quantum Foundations
  • Time distributions
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Uma extensão espaço tempo simétrica da mecânica quântica

Here, I will present you the spacetime symmetrical formalism of non relativistic quantum mechanics.

  • Quantum Mechanics
  • Quantum Foundations
  • Time distributions
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Animating the Lorenz Attractor with Python

A post to explain a little bit more about chaos theory and animation processes using python.

  • Chaos Theory
  • Butterfly Effect
  • Python Animation
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Statistical mechanics

Um compilado de atividades desenvolvidas durante a minha disciplina de mecänica estatistica na pós graduação.

  • Modelo de Ising
  • Chaos Theory
  • Drunk Walker
  • Maths
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O som do átomo de hidrogênio

Um post em português para apresentar um projeto com objetivo de escutar o som do átomo de hidrogênio! Futuramente, pretendo upar outros átomos aqui.

  • Estrutura da matéria
  • Física Moderna
  • Física atomica
  • Musica
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fastcore: An Underrated Python Library

A unique python library that extends the python programming language and provides utilities that enhance productivity.

  • fastcore
  • fastai
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