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@kw5t45
kw5t45
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konstantinos_kalotsi kw5t45

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Mathematics, Physics, Machine Learning.

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kw5t45/README.md
  • 📚 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-pinnnavier-stokes-3d-pinnPublic

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

    Python 2

  2. google-scholar-data-analysisgoogle-scholar-data-analysisPublic

    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-scratchmnist-ddpm-from-scratchPublic

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

    Python

  4. sudoku_permutationssudoku_permutationsPublic

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

    Python

  5. pinn-2d-heat-equationpinn-2d-heat-equationPublic

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

    Python 1

  6. neural-network-from-scratchneural-network-from-scratchPublic

    Python Multi - Layer perceptron implementation on MNIST.

    Python


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