Tranception: protein fitness prediction with autoregressive transformers and inference-time retrieval.
Pascal NotinMafalda DiasJonathan FrazerJavier Marchena-HurtadoAidan N. GomezDebora S. MarksYarin GalPublished in: CoRR (2022)
Keyphrases
- autoregressive
- moving average
- random fields
- subcellular localization
- non stationary
- contact map
- gaussian markov random field
- protein structure prediction
- spectrum analysis
- genetic algorithm
- markov random field
- random field models
- information retrieval
- autoregressive model
- sar images
- protein interaction
- protein structure
- higher order
- image retrieval
- arma model
- machine learning
- amino acids
- financial time series
- information extraction
- multiresolution
- bayesian networks