materialsintelligence / propnet
A knowledge graph for Materials Science.
☆74Updated 4 months ago
Alternatives and similar repositories for propnet:
Users that are interested in propnet are comparing it to the libraries listed below
- Code to access the Matscholar public API.☆64Updated 3 years ago
- Public release of data and code for materials synthesis generation☆73Updated 2 years ago
- Codes for text-mined solid-state reactions dataset☆74Updated last year
- A pretrained BERT model on materials science literature☆56Updated 3 years ago
- Material Science Aware Language Model☆95Updated 2 years ago
- Collection of papers on text mining for materials science☆27Updated 4 years ago
- ☆85Updated 9 years ago
- Representation Learning from Stoichiometry☆58Updated 2 years ago
- Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction☆95Updated 2 years ago
- ☆26Updated 3 years ago
- Python package to aid materials design and informatics☆105Updated last week
- The functions of superalloyDigger toolkit include batch downloading documents in XML and TXT format from the Elsevier database, locating …☆55Updated 8 months ago
- An open-source effort towards accessible polymer data☆32Updated 4 years ago
- Word2Vec model trained across 640k+ materials science journal articles☆51Updated 7 years ago
- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)☆41Updated 2 years ago
- A suite of computational materials science tools.☆135Updated 11 months ago
- Fast lightweight SOAP implementation for machine learning in quantum chemistry and materials physics.☆44Updated 5 years ago
- A collection of tools and databases for atomistic machine learning☆48Updated 3 years ago
- General purpose tools for high-throughput catalysis☆91Updated 8 months ago
- ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data☆74Updated 7 months ago
- ☆38Updated last week
- Extracts data from tables with complicated structures.☆15Updated last week
- Solid-state synthesis science analyzer. Thermo, features, ML, and more.☆24Updated 2 years ago
- "Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures", Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Je…☆35Updated 5 years ago
- Atom2Vec: a simple way to describe atoms for machine learning☆37Updated last year
- A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code☆110Updated 3 years ago
- ☆29Updated last year
- ☆67Updated 4 years ago
- Predict materials properties using only the composition information!☆101Updated last year
- Extracts tables into json format from HTML/XML files☆35Updated 4 years ago