Update README.md

README.md

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   download_size: 151947227
   dataset_size: 128590756
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-# Dataset of proteins created by diffusion models
+# Dataset of knotted and unknotted proteins created by diffusion models
+
+This dataset supports **Unveiling the Entangled Landscape of Artificial Knotted Proteins** ICLR poster and related [GitHub repo](https://github.com/ML-Bioinfo-CEITEC/ArtificialKnottedProteinsPaper).
+
+The dataset contains a mixture of proteins generated by RFdiffusion+pMPNN, EvoDiff and a fraction of real proteins. For each of the three, the dataset contains 1k of knotted proteins and 4k of unknotted proteins. 
+
+Each protein has:
+   - sequence
+   - label with either 0 (unknotted protein) or 1 (knotted one)
+   - tool meaning one of the three approaches of getting the protein (RFdiffusion+pMPNN / EvoDiff / real protein)
+   - 1024 numbers being ProtBERT-BFD (protein language model) embeddings, which were used further in our paper
+
+Predicted structures of the artificially generated proteins can be found at https://drive.google.com/file/d/1lxB7vmXkCrgbE2DrVkCi0cdFOkaQNF79/view?usp=sharing
+