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Abdulelah Alshehri's Projects

awesome-courses icon awesome-courses

:books: List of awesome university courses for learning Computer Science!

bert-relation-extraction icon bert-relation-extraction

PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper

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.

chemical_vae icon chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

chemts icon chemts

Molecule Design using Monte Carlo Tree Search with Neural Rollout

clandpol icon clandpol

Polarisable force field for ionic liquids

coulomb-matrix icon coulomb-matrix

A tool to generate Coulomb matrices from molecules formatted in SMILES.

coulomb_matrix icon coulomb_matrix

A Python based code to construct a Sorted Coulomb matrix from Smile strings (CSV input) of molecules . An optional scikit-learn is invoked at the end of the script to classify molecules using SVM.

disentanglement_lib icon disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

docs icon docs

TensorFlow documentation

fftool icon fftool

Tool to build force field input files for molecular simulation.

grammarvae icon grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

iclr19-graph2graph icon iclr19-graph2graph

Learning Multimodal Graph-to-Graph Translation for Molecular Optimization (ICLR 2019)

irecgan icon irecgan

Implementation for our paper in NeurIPS 2019

keras-molecules icon keras-molecules

Autoencoder network for learning a continuous representation of molecular structures.

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