Upload app.py

app.py

@@ -13,7 +13,7 @@ import json
 
 st.title('StackOverflow Question Demo')
 
-library = st.radio('Select a library', ('numpy', 'tensorflow', 'pytorch', 'scipy', 'scikit-learn', 'pandas'))
+library = st.radio('Select a library', ('numpy', 'tensorflow+ pytorch', 'scipy', 'scikit-learn', 'pandas'))
 
 question_path = './{}.txt'.format(library)
 # loading stackoverflow questions.
@@ -23,6 +23,88 @@ question_path = './{}.txt'.format(library)
 #def load_data(path):
 #    return load_dataset('text', data_files = path, cache_dir = './data')
 
+intro = {'numpy': '''
+#### Setup
+temperature = 0.7, topP = 0.95, turns = 10
+
+#### Prompt:
+
+Problem:
+……
+
+A:
+
+<code>
+……
+###BEGIN SOLUTION
+[insert]
+###END SOLUTION
+…
+</code>
+
+
+A0: change example
+
+A1: change logits(decimal places, array, etc)
+
+A2: change output type (array -> dict, etc)
+
+A3: analogy
+
+A4: dimension(index) involved
+
+A5: inverted operation
+
+A6: order
+
+A7: ±condition/operation
+
+combinations involved, only show the highest level.
+
+''',
+'scipy':
+'''
+Setup
+temperature = 0.7, topP = 0.95, 10 attempts.
+
+Prompt:
+
+Problem:
+……
+
+A:
+
+<code>
+……
+###BEGIN SOLUTION
+[insert]
+###END SOLUTION
+…
+</code>
+
+Origin: original question from stackoverflow(might be specified or simplified)
+
+Function: Let model fill in a function.
+
+A1: paraphrasing, seems not effective to Codex.
+
+A2: change example
+
+A3: analogy(min->max, column->row, etc)
+
+A6: result type constraint.
+
+A7: ±condition/operation
+
+'''
+}
+
+hyper_links = {'numpy':'https://docs.google.com/document/d/1WjMXfe-zV5VvKfbUnyxauTBciPB1Bp82baaIrG3XffM/edit#',
+'scipy': 'https://docs.google.com/document/d/1u_rGiLrLbH9Ac_OueTbmDFyLlWOtB0U56Ertp8ggW1Q/edit'}
+
+st.write(intro[library])
+
+st.write('If the demo seems a little confusing, feel free to check the document.', hyper_links[library])
 
 dataset = []
 #dataset = load_data(question_path)