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README.md
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datasets:
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- genbio-ai/transcript_isoform_expression_prediction
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# Tri-
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Backbones:
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* DNA: Enformer (fully finetuning)
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* RNA: AIDO.RNA-1.6B-CDS (lora finetuning)
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* Protein: ESM2-150M (lora finetuning)
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Multimodal Fusion: concat fusion
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datasets:
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- genbio-ai/transcript_isoform_expression_prediction
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---
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# Tri-modal model for RNA isoform expression prediction
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Task:
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* Input: dna_seq, rna_seq, protein_seq
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* Output: expression level in 30 tissues
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Backbones:
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* DNA: Enformer (fully finetuning)
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* RNA: AIDO.RNA-1.6B-CDS (lora finetuning)
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* Protein: ESM2-150M (lora finetuning)
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Multimodal Fusion: concat fusion
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