Notebooks

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Lecture Notes

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Supplemental Materials

1. Handwritten notes on SVM	SVM
2. Mean field hubbard model on square lattice An example on solving ground state energy using gradient descent method	Run in Colab
3. Handwritten notes on 2D Ising model	Ising model
4. Handwritten notes on Neural Network	Feed-forward&Back-propagation