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polyBERT
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informaticspolygnn
polyGNN is a Python library to automate ML model training for polymer informatics.PSP
PSP is a python toolkit for predicting atomic-level structural models for a range of polymer geometries.psmiles
Fun with P๐s strings - canonicalize, randomize, dimerize, fingerprintpolymer_knowledge_extraction
Polymer-Molecular-Dynamics
Perform high-throughput polymer molecular dynamics simulations with easecanonicalize_psmiles
Tool for the canonicalization of Polymer SMILES (P๐) stringspolymer_information_extraction
multi-task-learning
copolymer_informatics
Code for the paper Copolymer Informatics with Multi-Task Deep Neural NetworksNNMDKit
Automated generation of LAMMPS data and input files for polymer neural network molecular dynamics simulationspolyga
polymerNEN
Normalizing polymer named entitiesPolymer_informatics_beyond_homopolymers
Code for the paper 'Polymer informatics Beyond Homopolymers'.bioplastic_design
Bioplastic Design using Multitask Deep Neural Networkspolymer_in_solvent_solubility_modeling
ionic_liquids_nn
LSE
LSE = Linker SMILES Extractor. Return the SMILES strings of an input MOF's constituent linkers.enthalpy_ml_paper_code
Jupyter notebooks used to run analysis for the enthalpy ml modelpolyVERSE
Polymer-Molecular-Dynamics-Database
Interactive interface for PMD databasePromptDataExtraction
Python module and scripts to run automated data extraction pipelines built using MaterialsBERT, GPT-3.5 and LlaMa 2 models.Love Open Source and this site? Check out how you can help us