Family Accession Prediction for Amino Acid Sequences

 


Objective

Given the amino acid sequence of the protein domain, predict which Family Access it belongs to. 

 

One of the sequence feature: HWLQMRDSMNTYNNMVNRCFATCIRSFQEKKVNAEEMDCTKRCVTKFVGYSQRVALRFAE   

Data set - Click here for more details 

 

Machine learning problem statement:
  • Multiclass classification problem using RNN.
  • Classes - family_accession field
  • Features - Sequence field including other features

 

Solution (Python code link below)

Python Code Jupyter Notebook on Github - Click here


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