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Protein sequence classification with self-supervised pretraining

deep-learning machine-learning language-modeling protein-classification

Created 2019-09-02

6 commits to master branch, last one 2 years ago

10

56

mit

2

Exploring Evolution-aware & free protein language models as protein function predictors

esm1b pytorch alphafold benchmark stability alphafold2 msa-transformer msa-construction metal-ion-binding contact-prediction fitness-prediction protein-annotation function-prediction zero-shot-prediction protein-classification protein-language-model remote-homology-detection multiple-sequence-alignment

Created 2022-10-06

31 commits to main branch, last one about a year ago

4

31

other

2

Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.

pytorch deep-learning protein-design bert-transformer protein-transformer image-classification protein-localization protein-classification protein-function-prediction convolutional-neural-networks

Created 2022-08-06

30 commits to master branch, last one about a year ago