Commit
·
533e635
1
Parent(s):
a65d052
add noise and variance sliders under feature1's sliders
Browse files
app.py
CHANGED
|
@@ -177,29 +177,29 @@ with gr.Blocks(title=title) as demo:
|
|
| 177 |
gr.Markdown("`y = f1_scale * x_1 **f1_power + f2_scale * f2_func(f2_freq * np.pi * x_2 + f2_shift + variance) * random(samples) + bias`")
|
| 178 |
|
| 179 |
|
| 180 |
-
noise_var = gr.Slider(minimum=0, maximum=10, step=1,
|
| 181 |
-
label = "Noise variance")
|
| 182 |
-
|
| 183 |
-
noise_bias = gr.Slider(minimum=0, maximum=10, step=1,
|
| 184 |
-
label = "Noise bias")
|
| 185 |
-
|
| 186 |
with gr.Row():
|
| 187 |
with gr.Column():
|
| 188 |
-
|
| 189 |
label = "Scale feature 1")
|
| 190 |
|
| 191 |
-
|
| 192 |
label = "Raised feature 1 to the power")
|
| 193 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 194 |
with gr.Column():
|
| 195 |
feat2_freq = gr.Slider(minimum=1, maximum=10, step=1, value=6,
|
| 196 |
-
|
| 197 |
|
| 198 |
feat2_shift = gr.Slider(minimum=1, maximum=5, step=1,
|
| 199 |
-
|
| 200 |
|
| 201 |
feat2_scale = gr.Slider(minimum=1, maximum=4, step=1,
|
| 202 |
-
|
| 203 |
|
| 204 |
feat2_func = gr.Radio(choices=["Use sine function for feature 2",
|
| 205 |
"Use cosine function for feature 2"],
|
|
|
|
| 177 |
gr.Markdown("`y = f1_scale * x_1 **f1_power + f2_scale * f2_func(f2_freq * np.pi * x_2 + f2_shift + variance) * random(samples) + bias`")
|
| 178 |
|
| 179 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 180 |
with gr.Row():
|
| 181 |
with gr.Column():
|
| 182 |
+
feat1_scale = gr.Slider(minimum=1, maximum=10, step=1,
|
| 183 |
label = "Scale feature 1")
|
| 184 |
|
| 185 |
+
feat1_power = gr.Slider(minimum=1, maximum=4, step=1,
|
| 186 |
label = "Raised feature 1 to the power")
|
| 187 |
+
|
| 188 |
+
noise_var = gr.Slider(minimum=0, maximum=10, step=1,
|
| 189 |
+
label = "Noise variance")
|
| 190 |
+
|
| 191 |
+
noise_bias = gr.Slider(minimum=0, maximum=10, step=1,
|
| 192 |
+
label = "Noise bias")
|
| 193 |
+
|
| 194 |
with gr.Column():
|
| 195 |
feat2_freq = gr.Slider(minimum=1, maximum=10, step=1, value=6,
|
| 196 |
+
label = "Feature 2 frequency")
|
| 197 |
|
| 198 |
feat2_shift = gr.Slider(minimum=1, maximum=5, step=1,
|
| 199 |
+
label = "Shift feature 2")
|
| 200 |
|
| 201 |
feat2_scale = gr.Slider(minimum=1, maximum=4, step=1,
|
| 202 |
+
label = "Scale feature 2")
|
| 203 |
|
| 204 |
feat2_func = gr.Radio(choices=["Use sine function for feature 2",
|
| 205 |
"Use cosine function for feature 2"],
|