Update app.py

app.py

@@ -8,7 +8,10 @@ from model_list import ModelList
 
 DESCRIPTION = '# Explore Biology & Biochemistry Foundation Models 🧬'
 NOTES = '''
-Credits to [this nice model list](https://compoundvc.notion.site/compoundvc/474885e638e94e44a1aab4d3124e3d6a?v=299bce7af785413da4c9f36837c03aaf) for some of the models listed here! 
+Thanks to the following folks who have made suggestions to this list!
+- [Shelby](https://twitter.com/shelbynewsad), author of [this nice model list](https://compoundvc.notion.site/compoundvc/474885e638e94e44a1aab4d3124e3d6a?v=299bce7af785413da4c9f36837c03aaf) for some of the models listed here! 
+- [Valentyn Bezshapkin](https://twitter.com/valentynbez)
+- [Payel Das](https://twitter.com/payel791)
 '''
 FOOTER = ''''''
 
@@ -35,13 +38,17 @@ def main():
         data_type_names = [
             'DNA', 'scRNA', 'scRNA perturbation', 'protein language model', 'protein structure prediction', 
             'protein generation', 'protein function prediction', 'antibody structure prediction', 'antibody language model', 'molecules',
-            'ligand generation', 'reaction-to-enzyme', 'enzyme generation', 'epigenetics', 
+            'ligand generation', 'reaction-to-enzyme', 'enzyme generation', 'epigenomics', 'molecular docking' 
         ]
 
         data_types = gr.CheckboxGroup(choices=data_type_names,
                                       value=data_type_names,
                                       label='Type')
 
+        years = ['2020', '2021', '2022', '2023']
+
+        years_checkbox = gr.CheckboxGroup(choices=years, value=years, label='Year of Publication/Preprint')
+
         # model_type_names = [
         #     'GPT2', 'GPT-Neo', 'GPT-NeoX', 'ESM', 'BERT', 'RoBERTa', 'BART', 'T5', 'MPNN', 'diffusion', 'custom model'
         # ]
@@ -64,6 +71,7 @@ def main():
                       case_sensitive,
                       filter_names,
                       data_types,
+                      years_checkbox,
                       #model_types
                   ],
                   outputs=[
@@ -76,6 +84,7 @@ def main():
                               case_sensitive,
                               filter_names,
                               data_types,
+                              years_checkbox,
                               #model_types
                           ],
                           outputs=[
@@ -89,6 +98,7 @@ def main():
                                 case_sensitive,
                                 filter_names,
                                 data_types,
+                                years_checkbox,
                                 #model_types
                             ],
                             outputs=[