brianhie / mutational-semantics-neurips2020Links
Learning mutational semantics
☆10Updated 4 years ago
Alternatives and similar repositories for mutational-semantics-neurips2020
Users that are interested in mutational-semantics-neurips2020 are comparing it to the libraries listed below
Sorting:
- Learning with uncertainty for biological discovery and design☆34Updated 2 years ago
- Epistatic Net is an algorithm which allows for spectral regularization of deep neural networks to predict biological fitness functions (e…☆18Updated 3 years ago
- GeneDisco is a benchmark suite for evaluating active learning algorithms for experimental design in drug discovery.☆38Updated last year
- Code associated with "Biophysical prediction of protein-peptide interactions and signaling networks using machine learning."☆70Updated last year
- Repository for the paper "Optimal design of stochastic DNA synthesis protocols based on generative sequence models" (Weinstein et al., AI…☆34Updated 3 years ago
- ☆31Updated 4 years ago
- SLIP is a sandbox environment for engineering protein sequences with synthetic fitness functions.☆19Updated last year
- PLM-interact: extending protein language models to predict protein-protein interactions.☆21Updated 6 months ago
- Homology reduced UniProt, train-/valid-/testsets for language modeling☆17Updated 3 years ago
- Massively-Parallel Natural Extension of Reference Frame☆31Updated 2 years ago
- Sequential Optimal Experimental Design of Perturbation Screens Guided by Multimodal Priors☆40Updated last year
- ☆23Updated 2 years ago
- ☆34Updated last month
- Replication attempt for the Protein Folding Model described in https://www.biorxiv.org/content/10.1101/2021.08.02.454840v1☆37Updated 3 years ago
- ☆25Updated 5 years ago
- Interpretation by Deep Generative Masking for Biological Sequences☆37Updated 3 years ago
- Stochastic Sequence Propagation - A Keras Model for optimizing DNA, RNA and protein sequences based on a predictor☆48Updated 10 months ago
- A Modular Architecture for Deep Learning Systems☆41Updated last month
- Equivariant layers for RC-complement symmetry in DNA sequence data☆11Updated 3 years ago
- ☆58Updated 2 years ago
- ☆25Updated 3 years ago
- Learning Protein Constitutive Motifs from Sequence Data: RBM toolbox☆20Updated 6 years ago
- PyTorch implementation for our paper "Proximal Exploration for Model-guided Protein Sequence Design"☆36Updated last year
- A structure-based, alignment-free embedding approach for proteins. Can be used as input to machine learning algorithms.☆37Updated 2 years ago
- code repo for Set2Gaussian☆15Updated 5 years ago
- Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions☆24Updated last year
- ☆36Updated 5 years ago
- Code for Fold2Seq paper from ICML 2021☆50Updated 3 years ago
- Predict the structure of immune receptor proteins☆49Updated 7 months ago
- Implementation of "Generative Modeling for Protein Structures" by Namrata Anand and Po-Ssu Huang☆19Updated 3 years ago