Commit
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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:
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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`")
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noise_var = gr.Slider(minimum=0, maximum=10, step=1,
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label = "Noise variance")
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noise_bias = gr.Slider(minimum=0, maximum=10, step=1,
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label = "Noise bias")
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with gr.Row():
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with gr.Column():
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label = "Scale feature 1")
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label = "Raised feature 1 to the power")
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with gr.Column():
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feat2_freq = gr.Slider(minimum=1, maximum=10, step=1, value=6,
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feat2_shift = gr.Slider(minimum=1, maximum=5, step=1,
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feat2_scale = gr.Slider(minimum=1, maximum=4, step=1,
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feat2_func = gr.Radio(choices=["Use sine function for feature 2",
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"Use cosine function for feature 2"],
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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`")
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with gr.Row():
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with gr.Column():
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feat1_scale = gr.Slider(minimum=1, maximum=10, step=1,
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label = "Scale feature 1")
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feat1_power = gr.Slider(minimum=1, maximum=4, step=1,
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label = "Raised feature 1 to the power")
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noise_var = gr.Slider(minimum=0, maximum=10, step=1,
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label = "Noise variance")
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noise_bias = gr.Slider(minimum=0, maximum=10, step=1,
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label = "Noise bias")
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with gr.Column():
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feat2_freq = gr.Slider(minimum=1, maximum=10, step=1, value=6,
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label = "Feature 2 frequency")
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feat2_shift = gr.Slider(minimum=1, maximum=5, step=1,
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label = "Shift feature 2")
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feat2_scale = gr.Slider(minimum=1, maximum=4, step=1,
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label = "Scale feature 2")
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feat2_func = gr.Radio(choices=["Use sine function for feature 2",
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"Use cosine function for feature 2"],
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