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Top 8 protein-design open source projects
RosettaDesign
RosettaDesign using PyRosetta
✭ 19
python
pdb
backbone
ab-initio
protein-design
pyrosetta
FunFolDesData
Rosetta FunFolDes – a general framework for the computational design of functional proteins.
✭ 15
scala
shell
structural-biology
protein-structure
publication-data
rosetta
protein-design
protein-protein-interaction
functional-protein-design
FLEXS
Fitness landscape exploration sandbox for biological sequence design.
✭ 92
Jupyter Notebook
python
benchmarking
machine-learning
deep-learning
deep-reinforcement-learning
computational-biology
bayesian-optimization
protein-design
tr-rosetta-pytorch
Implementation of trRosetta and trDesign for Pytorch, made into a convenient package, for protein structure prediction and design
✭ 62
python
deep-learning
artificial-intelligence
protein-design
protein-folding
lightdock
Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm
✭ 110
c
python
bioinformatics
chemistry
structural-biology
molecular-structures
protein-structure
artificial-intelligence
dna
protein
proteomics
docking
peptides
molecular-biology
protein-design
protein-protein-interaction
swarm-intelligence
structural-bioinformatics
protein-dna-interactions
bioinformatics-tool
glowworm-swarm-optimization
protein-docking
gcWGAN
Guided Conditional Wasserstein GAN for De Novo Protein Design
✭ 38
Roff
python
protein-structure
protein
generative-model
generative-adversarial-networks
protein-design
protein-sequence
FLIP
A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design
✭ 35
Jupyter Notebook
python
protein
protein-sequences
representation-learning
protein-design
protein-function-prediction
protein-fitness-prediction
RamaNet
Preforms De novo protein design using machine learning and PyRosetta to generate a novel protein structure
✭ 41
python
Jupyter Notebook
machine-learning
topology
neural-network
hpc
pdb
protein-structure
dataset
ab-initio
amino-acids
denovo
protein-design
rmsd
denovo-design
1-8
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8
protein-design projects