Update README.md

README.md

@@ -1,24 +1,19 @@
 ---
 license: mit
 pretty_name: AggregatorAdvisor
-dataset_summary: >- 
- Aggregator Advisor identifies molecules that are known-to aggregate or may aggregate in biochemical assays. 
- The approach is based on the chemical similarity to known aggregators, and physical properties.
+dataset_summary: >-
+  Aggregator Advisor identifies molecules that are known-to aggregate or may
+  aggregate in biochemical assays.  The approach is based on the chemical
+  similarity to known aggregators, and physical properties.
 citation: >-
-  @article{Irwin2015,
-  title = {An Aggregation Advisor for Ligand Discovery},
-  volume = {58},
-  ISSN = {1520-4804},
-  url = {http://dx.doi.org/10.1021/acs.jmedchem.5b01105},
-  DOI = {10.1021/acs.jmedchem.5b01105},
-  number = {17},
-  journal = {Journal of Medicinal Chemistry},
-  publisher = {American Chemical Society (ACS)},
-  author = {Irwin,  John J. and Duan,  Da and Torosyan,  Hayarpi and Doak,  Allison K. and Ziebart,  Kristin T. and Sterling,  Teague and Tumanian,  Gurgen and Shoichet,  Brian K.},
-  year = {2015},
-  month = aug,
-  pages = {7076–7087}
-  }
+  @article{Irwin2015, title = {An Aggregation Advisor for Ligand Discovery},
+  volume = {58}, ISSN = {1520-4804}, url =
+  {http://dx.doi.org/10.1021/acs.jmedchem.5b01105}, DOI =
+  {10.1021/acs.jmedchem.5b01105}, number = {17}, journal = {Journal of Medicinal
+  Chemistry}, publisher = {American Chemical Society (ACS)}, author = {Irwin, 
+  John J. and Duan,  Da and Torosyan,  Hayarpi and Doak,  Allison K. and
+  Ziebart,  Kristin T. and Sterling,  Teague and Tumanian,  Gurgen and
+  Shoichet,  Brian K.}, year = {2015}, month = aug, pages = {7076–7087} }
 config_names:
 - AggregatorAdvisor
 configs:
@@ -28,4 +23,12 @@ configs:
     path: AggregatorAdvisor/test.csv
   - split: train
     path: AggregatorAdvisor/train.csv
----
+language:
+- en
+tags:
+- chemistry
+- medicinal chemistry
+- aggregation
+size_categories:
+- 10K<n<100K
+---