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layeqa's Projects

casp-and-dataset-performance icon casp-and-dataset-performance

Source code and documentation of a computer assisted synthesis planning (CASP) tool used for the analysis of reaction datasets.

cddd icon cddd

Implementation of the Paper "Learning Continuous and Data-Driven Molecular Descriptors by Translating Equivalent Chemical Representations" by Robin Winter, Floriane Montanari, Frank Noe and Djork-Arne Clevert.

chemge icon chemge

Population-based De Novo Molecule Generation, Using Grammatical Evolution

chemper icon chemper

Repository for Chemical Perception Sampling Tools

chemts icon chemts

Molecule Design using Monte Carlo Tree Search with Neural Rollout

cmiles icon cmiles

Generate canonical molecule identifiers for quantum chemistry database

coddiwomple icon coddiwomple

Sequential Monte Carlo (SMC) for molecular mechanics

cookiecutter-cms icon cookiecutter-cms

Python-centric Cookiecutter for Molecular Computational Chemistry Packages

cyp450-affinity icon cyp450-affinity

Experimental affinity data regarding Cytochrome P450 BM3 model system is organized under this repository.

deap icon deap

Distributed Evolutionary Algorithms in Python

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deepexplain icon deepexplain

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

deeppcsite icon deeppcsite

A protein functional site predictor using point-cloud networks.

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeptrajectory icon deeptrajectory

A deep learning method that identifies improved protein conformational states in trajectory data from refinement simulations

dotfiles icon dotfiles

:wrench: .files, including ~/.macos — sensible hacker defaults for macOS

drkg icon drkg

A knowledge graph and a set of tools for drug repurposing

drylab-protocols icon drylab-protocols

A set of standard tools for setting proteins and small molecules for molecular simulations.

ensembler icon ensembler

Automated omics-scale protein modeling and simulation setup.

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