Update README.md

README.md

@@ -1,3 +1,48 @@
 ---
 license: apache-2.0
+language:
+- en
+tags:
+- lean
+- openai
+- math
+- clustering
+- code
+size_categories:
+- 100K<n<1M
 ---
+# Dataset for OpenAI Lean Code grouping
+
+### Published Lean code is clustered via combinatorial hierarchical clustering
+
+## Method
+1. The Lean code data is combined from all Lean code files in the GitHub repo.
+1. The code data is fed to the Graph AI based combinatorial clustering method directly. No change. 
+1. The Graph AI compares the code lines via combinatorial clustering. 
+1. Resulting clusters of code lines. 
+
+## Uses
+* Can be used understand how the Lean code is generated by LLMs. 
+
+## Schema
+
+All files are **new line JSON** files. It could be loaded as **JSONL**
+
+1. data_file.json - Base Data file
+  - doc_id - Unique ID for the file. 
+  - data - data from lean code files.
+  - folder_name - folder name in which the Lean code file is located.
+  - domain_name - domain name from the folder name location.
+  - file_name - Lean code file name.
+2. line_data.json - Contains lines used for Clustering
+  - doc_id - Unique ID
+  - line_id - Unique ID
+  - line - Actual Lean Code line as it is. 
+3. rows_clusters.json 
+  - cluster_id - Unique ID denoting cluster.
+  - cluster - List of line_id that forms a conceptual cluster.
+  - confidence - Score of confidence showing how much these line_id are related. 
+4. docs_clusters.json
+  - cluster_id - Unique ID denoting cluster
+  - cluster - List of doc_id that forms a conceptual cluster.
+  - confidence - Score of confidence showing how much these doc_id are related.