matminer
Materials data analysis tool
A toolkit for extracting insights from materials science data using machine learning and data mining techniques.
Data mining for materials science
488 stars
28 watching
194 forks
Language: HTML
last commit: 11 months ago
Linked from 2 awesome lists
condensed-matterdata-miningmachine-learningmaterials-sciencematminer
Related projects:
| Repository | Description | Stars |
|---|---|---|
| | Provides tools and resources for testing machine learning performance on materials science data | 132 |
| | A toolkit for machine learning in materials science, enabling the development of predictive models and simulations. | 376 |
| | A toolkit for visualizing data in materials science and informatics | 177 |
| | An evaluation framework for machine learning models used in materials discovery | 115 |
| | A Python package implementing a machine learning framework for predicting material properties from composition or crystal structure data. | 82 |
| | An open-source tool for analyzing and generating the microstructure of porous materials. | 59 |
| | Unsupervised word embeddings capture latent knowledge from materials science literature | 624 |
| | A deep learning framework for predicting material properties from composition information. | 94 |
| | A framework for building and managing material properties databases | 55 |
| | A comprehensive framework for signal, audio and music analysis in Matlab | 54 |
| | An open-source toolkit designed to accelerate data-driven materials research by integrating machine learning and simulation techniques. | 107 |
| | A MATLAB toolset for estimating parameters for phase space reconstruction of multivariate data. | 45 |
| | A collection of functions and tools for analyzing and processing digital images in MATLAB. | 105 |
| | An all-in-one web-based IDE for machine learning and data science | 3,446 |
| | Provides tools and APIs for defining physically-based materials in graphics applications | 490 |