doyle-lab-ucla / bandit-optimizationLinks
Reinforcement learning prioritizes general applicability in reaction optimization
☆22Updated 11 months ago
Alternatives and similar repositories for bandit-optimization
Users that are interested in bandit-optimization are comparing it to the libraries listed below
Sorting:
- ☆19Updated last year
- EDBO+. Bayesian reaction optimization as a tool for chemical synthesis.☆90Updated 4 months ago
- Accelerating Bayesian reaction optimization with limited data☆10Updated 2 years ago
- Multimodal aid for mining of chemical reactions from PDFs☆33Updated 7 months ago
- A Benchmarking Platform for Realistic And Practical Inverse Molecular Design☆78Updated 8 months ago
- Simple User-Friendly Reaction Format☆18Updated last year
- ☆19Updated last month
- Machine learning predictions of bond dissociation energy☆67Updated last year
- Sample-efficient Generative Molecular Design using Memory Manipulation☆70Updated 8 months ago
- A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing☆22Updated last year
- a curated list of resources for everyone interested in learning about digital chemistry☆36Updated 2 weeks ago
- A database of reaction properties containing the atom-mapped reaction SMILES and the target properties.☆37Updated last year
- rule-based virtual polymer library generator☆48Updated last month
- Analyzing chemical databases and predicting reaction conditions with cheminformatics☆43Updated 6 months ago
- A repository for evaluating single-step retrosynthesis algorithms☆19Updated last year
- Code for the paper "JANUS: Parallel Tempered Genetic Algorithm Guided by Deep Neural Networks for Inverse Molecular Design"☆86Updated 3 years ago
- Diffusion model for transition state prediction☆46Updated 2 years ago
- ☆62Updated 7 months ago
- ☆73Updated 2 years ago
- An NLP-inspired chemical reaction fingerprint based on basic set arithmetic.☆79Updated 8 months ago
- Auto-QChem is an automated workflow for the generation and storage of DFT calculations for organic molecules.☆118Updated 3 weeks ago
- fastsolv python package, website, and paper code☆38Updated 5 months ago
- ☆14Updated last year
- Prediction molecular structure from NMR spectra☆38Updated last year
- Chemist AI Agent for Rational Inverse Design of Materials☆42Updated 11 months ago
- A graph neural network for the prediction of bond dissociation energies for molecules of any charge.☆66Updated 5 months ago
- ☆35Updated 6 months ago
- A Python library for prediction of polymeric material properties.☆23Updated 3 years ago
- A benchmark dataset for polymer informatics.☆87Updated 4 years ago
- Olympus: a benchmarking framework for noisy optimization and experiment planning☆91Updated last year