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Siamese Networks for TC embedding

Use distance learning to compare TCRs Need a more flashy name. Something with MeTRics?

Baseline Evaluation

  • TCR match

  • TCR dist

  • Random guessing

  • logistic regression?

Data

Gathered with data collection tool from IEDB

Cross dataset comparison to VDJdb

Next Steps

  • Data Visualisation

  • Architecture Search

  • Hyperparameter Search

  • TCRdist wrapper

  • Run baseline evaluation

  • Cross Dataset evaluation

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