Liang's repositories
streamlit-mol-grid-viewer
Using Streamlit's built-in function to easily create a molecule grid viewer, and then you can assemble any content you want.
drug_discovery
This project uses a Variational Autoencoder (VAE) to generate SMILES strings for novel compound generation. The VAE model is trained on a dataset of existing chemical compounds and can generate new, valid SMILES strings, which may represent potentially new and useful chemical entities.
ord_downloader
Implementing an Open Reaction Database downloader using Streamlit🎈.
press_release_generator
新聞稿產生器
awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
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.
CDN_Molecule
Automatic prototype based drug generation
hfdrugtutorial
This repository shows how to use the Hugging Face Library for molecule generation.
ChemFold
ChemFold provides several methods for computing train-validation-test splits, both in federated and non-federated (ordinary) ML settings.
Chemoinformatics-tutos
Compilation of chemoinformatics and machine learning techniques
MolTrans
MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)
rdkit_blog
RDKit related blog posts, notebooks, and data.
SmilesPE
SMILES Pair Encoding: A data-driven substructure representation of chemicals
tw-law-corpus
Taiwan law corpus, generated by https://github.com/ronnywang/twlaw