Create README.md

README.md

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+---
+license: mit
+widget:
+ - text: "MERVAVVGVPMDLGANRRGVDMGPSALRYARLLEQLEDLGYTVEDLGDVPVSLARASRRRGRGLAYLEEIRAAALVLKERLAALPEGVFPIVLGGDHSLSMGSVAGAARGRRVGVVWVDAHADFNTPETSPSGNVHGMPLAVLSGLGHPRLTEVFRAVDPKDVVLVGVRSLDPGEKRLLKEAGVRVY"
+---
+
+## Label Semantics:
+
+Label 0: Non-crystallizable (Negative)
+
+Label 1: Crystallizable (Positive)
+
+## Dataset
+
+1. [DeepCrystal Train](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/blob/main/Datasets/train.csv)
+2. [DeepCrystal Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/blob/main/Datasets/test.csv)
+3. [BCrystal Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/BCrystal_Balanced_Test_set)
+4. [SP Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/SP_Final_set)
+5. [TR Test](https://huggingface.co/jaykmr/ESMCrystal_t6_8M_v1/tree/main/Datasets/TR_Final_set)
+
+## Accuracy :
+
+
+|    Dataset       |       Accuracy     |
+|------------------|--------------------|
+| DeepCrystal Test |  |
+| BCrystal test    |  |
+| SP test          |  |
+| TR test          |  |
+
+## Comparision Table:
+
+
+
+## Graphs
+
+### ROC-AUC Curve
+
+
+
+### PR-AUC Curve
+
+
+## Final scores :
+
+
+ * on DeepCrystal test:
+  
+
+ * on BCrystal test:
+
+
+ * on SP test:
+
+
+ * on TR test:
+
+
+## Confusion matrix:
+
+ * on DeepCrystal test:
+      
+    
+ * on BCrystal test:
+
+   
+ * on SP test:
+
+    
+ * on TR test:
+
+   
+
+## Metrics
+
+
+
+roc score:
+
+ 
+Mathews Coefficient:
+
+
+NPV:
+
+ 
+
+PPV:
+
+ 
+
+Researchers:
+
+* [Jayanth Kumar](https://jaykmr.com)
+* [Kavya Jaykumar](https://www.linkedin.com/in/kavya-jayakumar-6390271b5/)
+
+Credits:
+
+* [Meta ESMFold2](https://github.com/facebookresearch/esm)
+* [Huggingface](https://huggingface.co/)
+* [Paperspace Compute Cloud](https://www.paperspace.com/)