ziatdinovmax / GPim
Gaussian processes and Bayesian optimization for images and hyperspectral data
☆57Updated last year
Alternatives and similar repositories for GPim:
Users that are interested in GPim are comparing it to the libraries listed below
- Invariant representation learning from imaging and spectral data☆50Updated last year
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆31Updated 2 years ago
- Deep and machine learning for atomic-scale and mesoscale data☆12Updated last year
- Materials for "AI for Atoms: How to Machine Learn STEM" Workshop☆19Updated 4 years ago
- Here, we will upload our deep/machine learning models and 'workflows' (such as AtomNet, DefectNet, SymmetryNet, etc) that aid in automate…☆35Updated 3 years ago
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆12Updated 4 years ago
- Package to use an FCN to learn defects from STEM imaging☆21Updated last year
- Visualization of electron microscopy datasets with deep learning☆21Updated 4 years ago
- Deep and Machine Learning for Microscopy☆206Updated 7 months ago
- Tools for extracting data and metadata from scientific data files☆13Updated this week
- Main page for the 'atomagined' database. The 'atomagined' database contains synthetic atomic-resolution HAADF STEM images for select ICSD…☆14Updated 4 years ago
- Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation☆50Updated 4 years ago
- Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry☆80Updated 3 weeks ago
- MAterials Simulation Toolkit for Machine Learning (MAST-ML)☆110Updated 4 months ago
- A collection of data analysis tools for STM.☆13Updated last year
- Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2☆14Updated 6 years ago
- ☆121Updated last year
- ☆39Updated last year
- The summer training course on the Bayesian Optimization☆27Updated last year
- TEM data quantification library through a model-based approach☆18Updated 2 weeks ago
- Digital Twin Microscope☆13Updated 2 months ago
- ☆18Updated last year
- pyMCR: Multivariate Curve Resolution for Python☆82Updated 3 years ago
- The materials for the Fall ML in Materials course at the UTK MSE☆85Updated last year
- Gaussian process augmented with a probabilistic model of expected system's behavior☆13Updated 2 years ago
- Materials Learning Algorithms. A framework for machine learning materials properties from first-principles data.☆86Updated this week
- Deep learning for crystal-structure recognition and analysis of atomic structures☆40Updated last year
- Framework for storing, visualizing, and processing Universal Spectroscopic and Imaging Data (USID)☆25Updated 9 months ago
- An open-source Python library providing utilities for simulating diffraction☆47Updated this week
- Spring 2023 seminar on automated experiment☆23Updated last year