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kw5t45/README.md

Hi there, my name is Konstantinos and I am an undergraduate student learning Python & Machine learning.

  • 📚 I’m currently learning about Machine learning libraries in Python
  • 🤔 Interested in Maths, Computer Science and A.I.

Languages:

python




Libraries:

Tensorflow

Numpy

pandas





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  1. navier-stokes-3d-pinn navier-stokes-3d-pinn Public

    Physics Informed Neural Network modeling fluid velocity and pressure given a vortex like initial condition velocity field.

    Python 2

  2. google-scholar-data-analysis google-scholar-data-analysis Public

    Google Scholar data analysis library which fetches author data using author's unique ID, and offers analysis functions on author data, such as citations, papers and more.

    Python

  3. mnist-ddpm-from-scratch mnist-ddpm-from-scratch Public

    Denoising Diffusion Probabilistic Model on the MNIST hand written digits dataser.

    Python

  4. sudoku_permutations sudoku_permutations Public

    Sudoku permutation tool which helps visualize symmetries via permutations and more.

    Python

  5. pinn-2d-heat-equation pinn-2d-heat-equation Public

    Physics Informed Neural Network predicting temperature on a surface with Dirichlet boundary conditions.

    Python 1

  6. neural-network-from-scratch neural-network-from-scratch Public

    Python Multi - Layer perceptron implementation on MNIST.

    Python