DScribe: Library of descriptors for machine learning in materials science.
Lauri HimanenMarc O. J. JägerEiaki V. MorookaFilippo Federici CanovaYashasvi S. RanawatDavid Z. GaoPatrick RinkeAdam S. FosterPublished in: Comput. Phys. Commun. (2020)
Keyphrases
- materials science
- machine learning
- scientific data
- related fields
- machine learning methods
- feature selection
- image retrieval
- information extraction
- image descriptors
- machine learning algorithms
- databases
- real world
- keypoints
- data mining
- knowledge representation
- data model
- natural language processing
- computational intelligence
- text classification
- decision support
- data analysis
- decision trees
- computer vision
- neural network