RamAnanth1 commited on
Commit
e332268
·
1 Parent(s): bfa58d3

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -2
app.py CHANGED
@@ -1,6 +1,7 @@
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  import gradio as gr
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  import pandas as pd
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  from realtabformer import REaLTabFormer
 
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  rtf_model = REaLTabFormer(
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  model_type="tabular",
@@ -8,7 +9,8 @@ rtf_model = REaLTabFormer(
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  def generate_data(file):
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- df = pd.read_csv(file)
 
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  rtf_model.fit(df)
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  # Generate synthetic data
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  samples = rtf_model.sample(n_samples=5)
@@ -111,7 +113,7 @@ with gr.Blocks(css = css) as demo:
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  # transcribe_audio_r = gr.Button('Transcribe')
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  with gr.Tab("Upload Data as File"):
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- data_input_u = gr.File(label = 'Upload Data File', file_types=["text", ".json", ".csv"])
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  generate_data_btn = gr.Button('Generate Synthetic Data')
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  with gr.Row():
 
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  import gradio as gr
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  import pandas as pd
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  from realtabformer import REaLTabFormer
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+ from scipy.io import arff
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  rtf_model = REaLTabFormer(
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  model_type="tabular",
 
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  def generate_data(file):
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+ data = arff.loadarff(file)
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+ df = pd.Dataframe(data[0])
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  rtf_model.fit(df)
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  # Generate synthetic data
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  samples = rtf_model.sample(n_samples=5)
 
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  # transcribe_audio_r = gr.Button('Transcribe')
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  with gr.Tab("Upload Data as File"):
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+ data_input_u = gr.File(label = 'Upload Data File', file_types=["text", ".json", ".csv", ".arff"])
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  generate_data_btn = gr.Button('Generate Synthetic Data')
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  with gr.Row():