coleygroup / polymer-chemprop
Message Passing Neural Networks for Molecule Property Prediction
☆37Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for polymer-chemprop
- A Benchmarking Platform for Realistic And Practical Inverse Molecular Design☆72Updated 7 months ago
- The graph-convolutional neural network for pka prediction☆66Updated 10 months ago
- Prediction molecular structure from NMR spectra☆17Updated 8 months ago
- The official repository of Uni-pKa☆35Updated 3 months ago
- A graph neural network for the prediction of bond dissociation energies for molecules of any charge.☆55Updated last year
- Synthetic Bayesian Classification☆40Updated 3 years ago
- A database of reaction properties containing the atom-mapped reaction SMILES and the target properties.☆32Updated 7 months ago
- ☆11Updated 9 months ago
- ☆24Updated 10 months ago
- Diffusion model for transition state prediction☆30Updated 11 months ago
- Source code accompanying the 'Transfer learning with graph neural networks for improved molecular property prediction in the multi-fideli…☆22Updated 3 months ago
- An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.☆61Updated last year
- For analysis of calibration, performance, and generalizability of probabilistic models on small molecular datasets. Paper on RSC Digital …☆19Updated last year
- Official github for "Drug-likeness scoring based on unsupervised learning" (Chemical Science)☆19Updated 10 months ago
- Platforms to predict reactivity for substitution reactions.☆17Updated 3 years ago
- ☆52Updated last year
- Diffusion-based molecule conformer generation☆38Updated 6 months ago
- ☆29Updated last year
- Obtain and organize all feasible fragmentation of molecular methods☆25Updated last year
- Reagent prediction with Molecular Transformer. Improvement of data for reaction product prediction in a self-supervised fashion.☆26Updated last month
- ☆71Updated last year
- ☆17Updated 3 years ago
- Supplementary Data for "A graph representation of molecular ensembles for polymer property prediction"☆18Updated 2 years ago
- Generate Boltzmann-weighted Sterimol Steric Parameters for Conformationally-Flexible Substituents☆28Updated 2 years ago
- Simple Python interface to OPSIN: Open Parser for Systematic IUPAC nomenclature☆43Updated last week
- A package to identify matched molecular pairs and use them to predict property changes.☆24Updated 6 months ago
- Refined and extended version of ChemTS☆85Updated this week
- G-SchNet extension for SchNetPack☆49Updated 2 weeks ago
- Code for the paper "JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design"☆77Updated 2 years ago
- Molecular SMILE generation with recurrent neural networks☆19Updated 3 months ago