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runzexu2023's Projects

askcos icon askcos

Software package for computer aided synthesis planning

askcos-core icon askcos-core

Python package for the ASKCOS platform for prediction of chemical reactivity

askcos-data icon askcos-data

Data and model repository for the ASKCOS application

askcos-deploy icon askcos-deploy

Deployment scripts and utilities for the ASKCOS web application

askcos-site icon askcos-site

Web application for the ASKCOS platform for prediction of chemical reactivity

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

chemputerconvergence icon chemputerconvergence

Convergence of multiple synthetic paradigms in a universally programable chemical synthesis machine

retrosynthesismkii icon retrosynthesismkii

Using neural networks to predict reasonable retrosynthetic steps. Implementation of this paper: https://doi.org/10.1002/chem.201605499

rxnmapper icon rxnmapper

RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).

syntheseus icon syntheseus

Benchmarking Chemical Synthesis Planning Algorithms

uvvisml icon uvvisml

Predict optical properties of molecules with machine learning.

xagent icon xagent

An Autonomous LLM Agent for Complex Task Solving

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