Kseniia-Kholina commited on
Commit
a18e3ef
·
verified ·
1 Parent(s): c578c17

Update app.py

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Files changed (1) hide show
  1. app.py +2 -3
app.py CHANGED
@@ -28,7 +28,7 @@ def process_sequence(sequence, domain_bounds, n):
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  all_logits = []
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  for i in range(len(sequence)):
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- if start_index <= i <= end_index:
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  masked_seq = sequence[:i] + '<mask>' + sequence[i+1:]
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  inputs = tokenizer(masked_seq, return_tensors="pt", padding=True, truncation=True, max_length=2000)
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  inputs = {k: v.to(device) for k, v in inputs.items()}
@@ -56,8 +56,7 @@ def process_sequence(sequence, domain_bounds, n):
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  transposed_logits_array = normalized_logits_array.T
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  # Plotting the heatmap
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- step = 50
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- y_tick_positions = np.arange(0, len(sequence), step)
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  y_tick_labels = [str(pos) for pos in y_tick_positions]
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  plt.figure(figsize=(15, 8))
 
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  all_logits = []
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  for i in range(len(sequence)):
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+ if start_index <= i <= (end_index - 1):
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  masked_seq = sequence[:i] + '<mask>' + sequence[i+1:]
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  inputs = tokenizer(masked_seq, return_tensors="pt", padding=True, truncation=True, max_length=2000)
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  inputs = {k: v.to(device) for k, v in inputs.items()}
 
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  transposed_logits_array = normalized_logits_array.T
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  # Plotting the heatmap
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+ y_tick_positions = np.arange((start_index+1), end_index + 1, 10)
 
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  y_tick_labels = [str(pos) for pos in y_tick_positions]
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  plt.figure(figsize=(15, 8))