Positive and Unlabeled Materials Machine Learning (pumml) is a code that uses semi-supervised machine learning to classify materials from only positive and unlabeled examples.
☆36Feb 21, 2024Updated 2 years ago
Alternatives and similar repositories for pumml
Users that are interested in pumml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python Topological Materials (pytopomat) is a code for easy, high-throughput analysis of topological materials.☆31May 17, 2021Updated 5 years ago
- Post-processing toolkit for electronic structure calculations☆18Jul 1, 2026Updated 3 weeks ago
- Creating elastic structures using LAMMPS☆12Jan 30, 2023Updated 3 years ago
- A python package for spectral deconvolution of UV-Vis waveforms☆14Jul 1, 2021Updated 5 years ago
- ☆10May 2, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Machine Learning Introduction for a Material Scientist☆20Aug 23, 2021Updated 4 years ago
- Brent's code for FTIR deconvolution☆12Dec 17, 2020Updated 5 years ago
- Derivation and construction of a thermodynamic phase diagram for ternary alloy systems with 2 or 3 phases☆18Jun 16, 2020Updated 6 years ago
- ☆23Nov 18, 2023Updated 2 years ago
- ☆12Apr 15, 2024Updated 2 years ago
- Twin-deep neural network for semi-supervised learning of materials properties☆12Feb 1, 2023Updated 3 years ago
- A python-based crystal viewer built upon the fresnel and pymatgen libraries.☆16May 20, 2024Updated 2 years ago
- Python package to interact with high-dimensional representations of the chemical elements☆52Jul 14, 2026Updated last week
- Materials Project Documentation☆13Jun 2, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Applied Mathematical Methods in Materials Engineering☆27Oct 28, 2025Updated 8 months ago
- A simplified drug discovery pipeline -- generating SMILE molecular with AlphaSMILES, predicting protein structure with AlphaFold, and che…☆18Aug 13, 2021Updated 4 years ago
- Codes and models for "Semi-supervised machine-learning classification of materials synthesis procedures". (https://doi.org/10.1038/s41524…☆10Apr 24, 2022Updated 4 years ago
- ☆12Mar 12, 2023Updated 3 years ago
- ☆17Sep 17, 2025Updated 10 months ago
- Compilation of libraries and applications made easy☆10Jul 7, 2026Updated 2 weeks ago
- Materials informatics framework for ab initio data repositories☆18Aug 16, 2022Updated 3 years ago
- Autonomous characterization of molecular compounds from small datasets without descriptors☆44Jun 25, 2025Updated last year
- ☆35Feb 17, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Scripts to extract various properties from VASP OUTCAR file☆12Jul 30, 2023Updated 2 years ago
- آموزش برنامه نویسی شئ گرایی در پایتون☆11Aug 9, 2022Updated 3 years ago
- ☆32Nov 4, 2024Updated last year
- Package to perform automatic bonding analysis with the program Lobster in the field of computational materials science and quantum chemis…☆123Updated this week
- Some examples of using pymatgen code☆23Sep 20, 2024Updated last year
- A Python library for reading and writing Wannier90 files☆17May 30, 2024Updated 2 years ago
- Physics Informed Neural Network (PINN) for a projectile motion.☆14Jul 16, 2020Updated 6 years ago
- Public release of data and code for materials synthesis generation☆76Aug 11, 2022Updated 3 years ago
- A Schrödinger-Poisson solver for 2D materials with 1D interfaces (wires)☆22Jan 24, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Digital Twin Microscope☆25Dec 17, 2025Updated 7 months ago
- Utility for applying the distortion symmetry method.☆28Feb 21, 2024Updated 2 years ago
- Quickly find the affine matrix mapping one image to another using manual correspondence points annotation☆23Aug 6, 2025Updated 11 months ago
- ☆40Nov 16, 2023Updated 2 years ago
- A deep neural network for particle size and shape analysis.☆35Jul 5, 2023Updated 3 years ago
- Materials graph network with 3-body interactions featuring a DFT surrogate crystal relaxer and a state-of-the-art property predictor.☆332Apr 7, 2025Updated last year
- A jupyter widget to select chemical elements from the periodic table.☆16Jul 1, 2026Updated 3 weeks ago