MachineLearningLifeScience / meaningful-protein-representations
☆108Updated 3 years ago
Alternatives and similar repositories for meaningful-protein-representations:
Users that are interested in meaningful-protein-representations are comparing it to the libraries listed below
- ☆62Updated 3 years ago
- Unconstrained lattice antibody-antigen bindings generator☆107Updated 9 months ago
- ☆104Updated last year
- ☆56Updated 2 years ago
- Inference code for PoET: A generative model of protein families as sequences-of-sequences☆71Updated 11 months ago
- Public repository describing training and testing of AntiBERTa.☆58Updated last year
- PaccMann models for protein language modeling☆42Updated 3 years ago
- A structure-aware interpretable deep learning model for sequence-based prediction of protein-protein interactions☆96Updated 6 months ago
- Multi-task and masked language model-based protein sequence embedding models.☆99Updated 3 years ago
- Variational autoencoder for protein sequences - add metal binding sites and generate sequences for novel topologies☆85Updated last year
- Nucleic Acids Research 2024:RNA-MSM model is an unsupervised RNA language model based on multiple sequences that outputs both embedding a…☆57Updated 8 months ago
- GraphSite: protein-DNA binding site prediction using graph transformer and predicted protein structures☆60Updated 8 months ago
- Machine learning models for antibody sequences in PyTorch☆39Updated 3 years ago
- Protein design and variant prediction using autoregressive generative models☆97Updated last year
- Official code repository for the paper "ProteinNPT: Improving Protein Property Prediction and Design with Non-Parametric Transformers"☆110Updated 2 weeks ago
- AbLang: A language model for antibodies☆137Updated last year
- Code associated with "Biophysical prediction of protein-peptide interactions and signaling networks using machine learning."☆71Updated 11 months ago
- MSA Transformer reproduction code☆77Updated 3 years ago
- Learning with uncertainty for biological discovery and design☆34Updated 2 years ago
- A machine-learning package for navigating combinatorial protein fitness landscapes.☆124Updated 3 years ago
- A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design☆97Updated 6 months ago
- Antibody-Antigen Docking and Affinity Benchmark☆70Updated 4 years ago
- A Python 3 version of the protein descriptor package propy☆41Updated 2 years ago
- An unofficial re-implementation of AntiBERTy, an antibody-specific protein language model, in PyTorch.☆24Updated last year
- ☆18Updated 4 years ago
- Graph neural network for generating novel amino acid sequences that fold into proteins with predetermined topologies.☆59Updated 4 years ago
- Code and data to reproduce analyses in Biswas et al. (2020) "Low-N protein engineering with data-efficient deep learning".☆57Updated 3 years ago
- Protein Residue-Residue Contacts from Correlated Mutations predicted quickly and accurately.☆107Updated last year
- Fitness landscapes for antibodies☆67Updated 2 months ago
- Analysis and figure code from Alley et al. 2019.☆58Updated 2 years ago