Amino acid encoding for deep learning applications.
Hesham ElAbdYana BrombergAdrienne HoarfrostTobias LenzAndre FrankeMareike WendorffPublished in: BMC Bioinform. (2020)
Keyphrases
- deep learning
- amino acids
- protein sequences
- unsupervised learning
- unsupervised feature learning
- secondary structure
- protein structure
- machine learning
- protein function
- sequence alignment
- amino acid sequences
- mental models
- protein structure prediction
- deep architectures
- physico chemical
- supervised learning
- protein families
- physicochemical properties
- natural language
- reinforcement learning
- data mining
- similarity measure