Nazarshia2889 commited on
Commit
6b98882
1 Parent(s): 523e667
Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -2,6 +2,7 @@ import streamlit as st
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  from transformers import TFAutoModelForSequenceClassification
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  from transformers import AutoTokenizer
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  import pandas as pd
 
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  # title
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  st.title('Ravens AI')
@@ -25,17 +26,17 @@ tokenizer = AutoTokenizer.from_pretrained(model_checkpoint)
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  if model_type == 'Linear T-Cells (MHC Class I Restriction)':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('classifier')
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- except tf.errors.InvalidArgumentError:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  elif model_type == 'Linear T-Cells (MHC Class II Restriction)':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('classifier2')
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- except tf.errors.InvalidArgumentError:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  elif model_type == 'Linear B-Cell':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('bcell')
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- except tf.errors.InvalidArgumentError:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  # submit button
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  if st.button('Submit'):
 
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  from transformers import TFAutoModelForSequenceClassification
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  from transformers import AutoTokenizer
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  import pandas as pd
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+ import tensorflow as tf
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  # title
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  st.title('Ravens AI')
 
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  if model_type == 'Linear T-Cells (MHC Class I Restriction)':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('classifier')
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+ except:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  elif model_type == 'Linear T-Cells (MHC Class II Restriction)':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('classifier2')
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+ except:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  elif model_type == 'Linear B-Cell':
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  try:
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  model = TFAutoModelForSequenceClassification.from_pretrained('bcell')
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+ except:
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  st.warning("We're experiencing server issues. Please try again later!", icon="⚠️")
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  # submit button
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  if st.button('Submit'):