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GitHub topics: smiles-strings

basf/autoadsorbate

Chemical intuition for surface science in a package.

Language: Jupyter Notebook - Size: 6.11 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 36 - Forks: 5

AstraZeneca/chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

Language: Python - Size: 20.4 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 747 - Forks: 95

ClapeyronThermo/GCIdentifier.jl

tools to perform group contribution (GC) identification, given the SMILES of a compound

Language: Julia - Size: 862 KB - Last synced at: 5 days ago - Pushed at: 25 days ago - Stars: 20 - Forks: 4

Ramprasad-Group/PSP

PSP is a python toolkit for predicting atomic-level structural models for a range of polymer geometries.

Language: Jupyter Notebook - Size: 5.34 MB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 39 - Forks: 15

pckroon/pysmiles

A lightweight python-only library for reading and writing SMILES strings

Language: Python - Size: 286 KB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 155 - Forks: 21

molML/deep-cocrystal

The official codebase of the paper "Deep Supramolecular Language Processing for Co-crystal Prediction"

Language: PureBasic - Size: 45.4 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 0

scbirlab/lchemme

🚄 Training and applying large chemistry models for embeddings.

Language: Python - Size: 111 KB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

scbirlab/schemist

⬢⬢⬢ Organizing and processing tables of chemical structures.

Language: Python - Size: 267 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

DaoyuanLi2816/Molecule-Generator

Variational Autoencoder (VAE)-based molecular SMILES string generator

Language: Python - Size: 617 KB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 12 - Forks: 4

GeekDruggist/drug_search_engine

This Streamlit app allows you to search for the most "druglike" molecules basing on the "Rule of five"

Language: Python - Size: 350 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

molML/chemical-language-processing-for-bioactivity-prediction

The official codebase for the paper "A Hitchhiker's Guide to Deep Chemical Language Processing for Bioactivity Prediction"

Language: Python - Size: 66.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 8 - Forks: 2

kevinshen56714/emc-pypi

Python interface for Enhanced Monte Carlo (EMC)

Language: Perl - Size: 35.5 MB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 0

Gabriel-Grechuk/smiles-render-web

Online tool to help creating images from molecule SMILES.

Language: TypeScript - Size: 253 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

davidlorenzana/smilez

Smilez is a simple compression library for SMILES strings.

Language: C - Size: 58.6 KB - Last synced at: 6 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 2

volvox292/mass2smiles

deep learning based prediction of structures and functional groups from MS/MS spectra

Language: Jupyter Notebook - Size: 2.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 10 - Forks: 2

mathcom/MolBit

De novo Drug Design via Binary Representations of SMILES for avoiding the Posterior Collapse Problem (BIBM 2021)

Language: Jupyter Notebook - Size: 4.58 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 2

DrKenReid/VAE-for-Molecule-Discovery

A Variational Autoencoder in Google Colab to generate and visualize novel molecular structures for potential drug discovery applications, using the QM9 dataset and SMILES representation.

Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

dangnh0611/kaggle_leash_belka

11th place solution of NeurIPS 2024 - Predict New Medicines with BELKA competition on Kaggle: https://www.kaggle.com/competitions/leash-BELKA

Language: Jupyter Notebook - Size: 7.69 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 2

tjkessler/smiles-autoencoder

Autoencoder for SMILES strings

Language: Python - Size: 37.1 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jcorreia11/SMILESAugmentation

SMILES, SELFIES and Reaction SMILES augmentation using RDKit

Language: Python - Size: 50.8 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 1

lina196/scaffold-structures-rdkit

Search by SMILES of interest and highlight Scaffolds (Rs)

Size: 0 Bytes - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

funcompbio/assignment-6

Assignment 6 for the FCB subject at UPF

Size: 355 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

Mblakey/wiswesser

Wiswesser Line Notation Project

Language: C++ - Size: 138 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 1

Aropha/get-chemical-smiles-by-cas-or-name

Get chemical SMILES strings (structures) based on the CAS numbers or the names of the chemicals.

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 28 - Forks: 6

smritivaidyanathan/BioAffinix

Bio-cheminformatics project in progress to predict small molecule inhibitory potential (IC50) against 11β-HSD1

Language: Python - Size: 10.7 KB - Last synced at: 16 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

paulat0grant/ACST

Python codes of ASCII Text Based Chemical Structure Tuner (ACST): String Reversal Mechanism for SMILES Notation.

Language: Python - Size: 111 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

molML/s4-for-de-novo-drug-design

The official codebase of the paper "Chemical language modeling with structured state space sequence models"

Language: HTML - Size: 27.4 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 41 - Forks: 3

jtd1g16/HLC_Prediction

Prediction of Henry’s Law Constants using descriptors calculated from simple molecular representations

Language: Fortran - Size: 18.9 MB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

pcko1/Deep-Drug-Coder

A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

Language: Python - Size: 116 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 183 - Forks: 54

KylleV/SMILES-Mapper

Small web-app allowing interactive vizualization of how chemical string and files like SMILES, InChi and .mol/.sdf are created

Language: JavaScript - Size: 362 KB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

TienNguyen93/drug-discovery

Drug discovery with ML and DL approach

Language: Jupyter Notebook - Size: 238 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

MauricioCafiero/ChemistryAutoencoders_and_GenerativeModels

A collections of basic autoencoders and Generative models for chemistry

Language: Jupyter Notebook - Size: 358 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Knowledgator/chemical-converters

Encoder-decoders for translating different chemical formats.

Language: Python - Size: 20.8 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

kayneong/LogP-Prediction

Prediction of LogP from SMILES datasets of chemical molecules

Language: Jupyter Notebook - Size: 1.68 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

brendaferrari/PepToCodes

Script developed to transform the amino acid smiles to one letter code for later analysis

Language: Python - Size: 234 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

AndreaTorti-01/MolCompPresentation

This project implements a high-performance lossless codec for SMILES strings, designed for efficient compression and decompression. It's compatible with CUDA and AMD's HIP framework

Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

zhaoqy1996/TCIT_thermo

Taffi component increment theory used to predict enthalpy of formation, standard entropy and heat capacity.

Language: Python - Size: 12.5 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

MoleculeTransformers/moleculenet-smiles-bert-mixup

Training pre-trained BERT language model on molecular SMILES from the Molecule Net benchmark by leveraging mixup and enumeration augmentations.

Language: Python - Size: 43 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

IoDiakou/Automatic-collection-of-drugs-for-specific-target-from-ChEMBL

Code to retrieve drugs against a desired target using the ChEMBL database API

Language: Python - Size: 17.6 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

tjkessler/smiles-encoder

One-hot encoding for simple molecular-input line-entry system (SMILES) strings

Language: Python - Size: 31.3 KB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ML4Science2023/SlytherinSeers

All the codes used by team "SlytherinSeers" are available here.

Language: Python - Size: 81.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

mattravenhall/BinaryStringClassifier

Binary string classification of SMILES with an LSTM

Language: Python - Size: 163 KB - Last synced at: 8 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

davidjtoomer/RetroCHEM

A command-line tool for simple, single-step retrosynthetic reaction prediction using graph partitioning.

Language: C++ - Size: 453 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 3

wwydmanski/molecular-optimization

A transformer-based molecular optimization framework. Optimize any molecule using an arbitrary scoring function while maintaining its integrity and purpose.

Language: Jupyter Notebook - Size: 7.22 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

bobbylight/random-acts-of-kinase

A web application to track the kinase research done by the SGC.

Language: Java - Size: 8.27 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Related Keywords
smiles-strings 45 chemistry 13 cheminformatics 12 smiles 12 drug-discovery 9 python 7 deep-learning 7 machine-learning 4 pytorch 3 selfies 3 rdkit-chem 3 chemoinformatics 3 de-novo-drug-design 2 structure-prediction 2 variational-autoencoder 2 bioinformatics 2 computational-chemistry 2 autoencoders 2 lstm-neural-networks 2 rdkit 2 graph-neural-network 2 molecule 2 denovo-design 1 visualization 1 nested-cross-validation 1 prediction 1 molecules 1 neural-network 1 inchi 1 machine 1 inchi-string 1 learning 1 jupyter-notebooks 1 data-augmentation 1 levenshtein-augmentation 1 reaction-smiles 1 smiles-augmentation 1 rdkit-tutorials 1 programming 1 cheminformatics-and-compchem 1 notation 1 automation 1 cas 1 python3 1 selenium 1 biochemistry 1 drug-protein-interactions 1 chemical-language-models 1 s4 1 state-space-models 1 descriptors-calculated 1 hlc 1 moleculenet 1 transformers 1 chembl 1 webscraping 1 one-hot-encoding 1 classification 1 keras 1 lstm 1 lstm-model 1 tensorflow 1 graph-partitioning 1 organic-chemistry 1 retrosynthesis 1 optimization 1 compounds 1 kinase 1 kinases 1 spring-boot 1 vuejs2 1 webpack 1 random-forest 1 rnn 1 gan 1 pixelcnn 1 variational 1 wgan-gp 1 encoder-decoder 1 iupac 1 visualisation 1 peptide-sequences 1 compression 1 cuda 1 gpu-computing 1 hip 1 rocm 1 enthalpy 1 thermochemistry 1 bert 1 enumeration 1 mixup 1 atomistic-modelling 1 amorphous-model 1 autonomous-model-generator 1 crystal-model 1 infinite-polymer-chain 1 initial-geometries 1 lammps-input 1 loop-oligomer 1