rxn4chemistry / rxn_yields
Code complementing our manuscript on the prediction of chemical reaction yields (https://iopscience.iop.org/article/10.1088/2632-2153/abc81d) and data augmentation strategies (https://doi.org/10.26434/chemrxiv.13286741).
☆107Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for rxn_yields
- A python package for chemical space visualization.☆116Updated 4 months ago
- Chemical reaction data & benchmarks. Extraction and cleaning of data from Open Reaction Database (ORD)☆69Updated 4 months ago
- Auto3D generates low-energy conformers from SMILES/SDF☆149Updated 3 months ago
- Reaction fingerprints, atlases and classification. Code complementing our Nature Machine Intelligence publication on "Mapping the space o…☆158Updated 3 years ago
- An automated scoring function to facilitate and standardize the evaluation of goal-directed generative models for de novo molecular desig…☆150Updated this week
- A tool for evaluating the predictive performance on activity cliff compounds of machine learning models☆167Updated 7 months ago
- Recurrent Neural Network using randomized SMILES strings to generate molecules☆87Updated 4 years ago
- A script to run structural alerts using the RDKit and ChEMBL☆130Updated last year
- This repository contains code for the paper: Beyond Generative Models: Superfast Traversal, Optimization, Novelty, Exploration and Discov…☆121Updated 3 months ago
- A package to identify matched molecular pairs and use them to predict property changes.☆214Updated last week
- ScaffoldGraph is an open-source cheminformatics library, built using RDKit and NetworkX, for the generation and analysis of scaffold netw…☆167Updated 2 years ago
- Scoring of shape and ESP similarity with RDKit