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
484 stars
28 watching
194 forks
Language: HTML
last commit: 10 days ago
Linked from 2 awesome lists
condensed-matterdata-miningmachine-learningmaterials-sciencematminer
lmmentel/awesome-python-chemistry
tilde-lab/awesome-materials-informaticsRelated projects:
| Repository | Description | Stars |
|---|---|---|
 materialsproject/matbench | Provides tools and resources for testing machine learning performance on materials science data | 122 |
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| janosh/matbench-discovery | An evaluation framework for machine learning models simulating high-throughput materials discovery. | 107 |
 ppdebreuck/modnet | A Python package implementing a machine learning framework for predicting material properties from composition or crystal structure data. | 80 |
 nrel/matbox_microstructure_analysis_toolbox | An open-source tool for analyzing and generating the microstructure of porous materials. | 59 |
 materialsintelligence/mat2vec | Unsupervised word embeddings capture latent knowledge from materials science literature | 619 |
 anthony-wang/crabnet | A deep learning framework for predicting material properties from composition information. | 92 |
| materialsproject/emmet | A framework for building and managing material properties databases | 55 |
 olivierlar/miningsuite | A comprehensive framework for signal, audio and music analysis in Matlab | 53 |
 uw-cmg/mast-ml | An open-source toolkit designed to accelerate data-driven materials research by integrating machine learning and simulation techniques. | 105 |
 danm0nster/mdembedding | A MATLAB toolset for estimating parameters for phase space reconstruction of multivariate data. | 45 |
 mattools/matimage | A collection of functions and tools for analyzing and processing digital images in MATLAB. | 105 |
 ml-tooling/ml-workspace | An all-in-one web-based IDE for machine learning and data science | 3,434 |
 nvidia/mdl-sdk | Provides tools and APIs for defining physically-based materials in graphics applications | 490 |