hkqiu

Unified_ML4Polymers

Unified machine learning model for predicting polymer properties through human language instructions

PPP-1_PredictionTg4Polyimides

This is the 1st part of project PPP-Prediction Properties of Polymers, and this work predicts Tg of polyimides using GNN, while more than 8,000,000 Tg data being predicted.

DataAugmentation4SmallData

Data enhancement scheme for addressing the dilemma of small data on machine learning for polymer.

awesome-spider

爬虫集合

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

hkqiu.github.io

PolymerGenerationPretrainedModel

The repository for the generative pretrained model on polymer generation

PolymerGNN

Polymer property prediction with GNNs and deep set learning.

ViscosityPredOfEpoxyResin

seq_encode

Convert SMILES (chemical structure) to one-hot matrix.