ProteinShake: Building datasets and benchmarks for deep learning on protein structures.
Tim KuceraCarlos G. OliverDexiong ChenKarsten M. BorgwardtPublished in: NeurIPS (2023)
Keyphrases
- deep learning
- protein structure
- restricted boltzmann machine
- unsupervised feature learning
- protein sequences
- unsupervised learning
- secondary structure
- machine learning
- protein structure and function
- amino acids
- mental models
- amino acid sequences
- protein tertiary structure
- protein structure prediction
- nuclear magnetic resonance
- co occurrence
- semi supervised
- protein families
- contact map
- protein structure alignment
- physico chemical
- computer vision
- learning algorithm