Somesh
commited on
Commit
·
64da991
1
Parent(s):
5322e36
removing unused code
Browse files
app.py
CHANGED
@@ -26,38 +26,6 @@ def generate_data(n_samples: int) -> tuple:
|
|
26 |
return data, target, training_data, training_noisy_target
|
27 |
|
28 |
|
29 |
-
# def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
|
30 |
-
|
31 |
-
# data, target, training_data, training_noisy_target = generate_data(n_samples)
|
32 |
-
|
33 |
-
# ridge = Ridge().fit(training_data, training_noisy_target)
|
34 |
-
# kernel_ridge = KernelRidge(kernel=ExpSineSquared())
|
35 |
-
# kernel_ridge.fit(training_data, training_noisy_target)
|
36 |
-
|
37 |
-
# fig, ax = plt.subplots(figsize=(8, 4))
|
38 |
-
|
39 |
-
# ax.plot(data, target, label="True signal", linewidth=2)
|
40 |
-
# ax.scatter(
|
41 |
-
# training_data,
|
42 |
-
# training_noisy_target,
|
43 |
-
# color="black",
|
44 |
-
# label="Noisy measurements",
|
45 |
-
# )
|
46 |
-
# ax.plot(data, ridge.predict(data), label="Ridge regression")
|
47 |
-
# ax.plot(
|
48 |
-
# data,
|
49 |
-
# kernel_ridge.predict(data),
|
50 |
-
# label="Kernel ridge",
|
51 |
-
# linewidth=2,
|
52 |
-
# linestyle="dashdot",
|
53 |
-
# )
|
54 |
-
# ax.legend()
|
55 |
-
# ax.set_xlabel("data")
|
56 |
-
# ax.set_ylabel("target")
|
57 |
-
# _ = ax.set_title("Ridge vs Kernel Ridge")
|
58 |
-
|
59 |
-
# return fig
|
60 |
-
|
61 |
def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
|
62 |
data, target, training_data, training_noisy_target = generate_data(n_samples)
|
63 |
|
|
|
26 |
return data, target, training_data, training_noisy_target
|
27 |
|
28 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
29 |
def plot_ridge_and_kernel(n_samples: int) -> plt.figure:
|
30 |
data, target, training_data, training_noisy_target = generate_data(n_samples)
|
31 |
|