acciochris / tetris Goto Github PK

I'm Chris, a high school student at Lynbrook High School.

Checkout my blog at https://acciochris.github.io/

• Physics

  $$ \begin{align*} \nabla\cdot\mathbf{E} &= \frac{\rho}{\epsilon_0} \\ \nabla\times\mathbf{E} &= -\frac{\partial \mathbf{B}}{\partial t} \\ \nabla\cdot\mathbf{B} &= 0 \\ \nabla\times\mathbf{B} &= \mu_0\mathbf{J} + \mu_0\epsilon_0\frac{\partial \mathbf{E}}{\partial t} \end{align*} $$

• Programming & Machine Learning

  def evaluate(name, y_test, y_pred):
      print(f"Result for {name}:")
      print(f"precision: {precision_score(y_test, y_pred)}")
      print(f"recall: {recall_score(y_test, y_pred)}")
      print(f"f1: {f1_score(y_test, y_pred)}")
      print(f"matthews: {matthews_corrcoef(y_test, y_pred)}")
      plt.close()
      confusion = ConfusionMatrixDisplay.from_predictions(y_test, y_pred)
      confusion.plot()