Somesh commited on
Commit
64da991
·
1 Parent(s): 5322e36

removing unused code

Browse files
Files changed (1) hide show
  1. app.py +0 -32
app.py CHANGED
@@ -26,38 +26,6 @@ def generate_data(n_samples: int) -> tuple:
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  return data, target, training_data, training_noisy_target
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- # def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
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-
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- # data, target, training_data, training_noisy_target = generate_data(n_samples)
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-
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- # ridge = Ridge().fit(training_data, training_noisy_target)
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- # kernel_ridge = KernelRidge(kernel=ExpSineSquared())
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- # kernel_ridge.fit(training_data, training_noisy_target)
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-
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- # fig, ax = plt.subplots(figsize=(8, 4))
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-
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- # ax.plot(data, target, label="True signal", linewidth=2)
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- # ax.scatter(
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- # training_data,
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- # training_noisy_target,
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- # color="black",
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- # label="Noisy measurements",
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- # )
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- # ax.plot(data, ridge.predict(data), label="Ridge regression")
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- # ax.plot(
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- # data,
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- # kernel_ridge.predict(data),
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- # label="Kernel ridge",
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- # linewidth=2,
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- # linestyle="dashdot",
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- # )
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- # ax.legend()
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- # ax.set_xlabel("data")
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- # ax.set_ylabel("target")
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- # _ = ax.set_title("Ridge vs Kernel Ridge")
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-
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- # return fig
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-
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  def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
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  data, target, training_data, training_noisy_target = generate_data(n_samples)
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  return data, target, training_data, training_noisy_target
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  def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
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  data, target, training_data, training_noisy_target = generate_data(n_samples)
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