Lambard-ML-Team / MADGUILinks
User-friendly Graphical User Interface (GUI) developed at the National Institute for Materials Science (NIMS) for performing statistical data analysis, machine learning (ML) modelisation, and composition/process optimisation through active learning assisted by Bayesian optimisation
☆15Updated 5 months ago
Alternatives and similar repositories for MADGUI
Users that are interested in MADGUI are comparing it to the libraries listed below
Sorting:
- RAGSkeleton: A foundational, modular framework for building customizable Retrieval-Augmented Generation (RAG) systems across any domain.☆12Updated 3 months ago
- Curatable database for experimental and theoretical data on solid materials.☆13Updated 3 weeks ago
- ☆44Updated 3 months ago
- an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)☆42Updated 2 years ago
- A Python package for adding uncertainties to neural network models of chemical systems.☆26Updated 3 years ago
- This repo contains code and data of our contribution to the 2024 LLM Hackathon, materials' property prediction from textual descriptions …☆12Updated last year
- Superconductors material dataset☆26Updated last year
- XRay Estimation and Refinement Using Similarity (XERUS)☆34Updated 3 weeks ago
- Design space subset estimation using Bayesian algorithm execution with sklearn GP models☆23Updated 11 months ago
- ☆43Updated 6 months ago
- First-principles calculated elastic and mechanical properties of 2D materials and their heterostructures☆16Updated last year
- Data Science for Materials Science☆65Updated last week
- Utility to compile string of chemical terms into data structure with chemical formula and composition☆13Updated 4 years ago
- Deep learning framework for atomistic image data☆34Updated last month
- CrysXPP: An Explainable Property Predictor for Crystalline Materials (NPJ Computational Materials - 2022)☆17Updated 2 years ago
- Accelerated Design of Layered Materials with Bayesian Optimization☆19Updated 6 years ago
- Visualization for TRI materials network data☆17Updated 2 years ago
- A brain for self-driving laboratories☆43Updated 4 months ago
- Materials Design by Monte Carlo Tree Search☆35Updated 3 years ago
- A knowledge graph for Materials Science.☆75Updated 11 months ago
- ☆42Updated last year
- Jupyter notebooks describing data analysis procedures for my published/submitted papers☆14Updated 4 years ago
- Common NLP (text mining) tools for materials science and chemistry, for groups at Lawrence Berkeley National Lab (LBNL) and beyond.☆22Updated 3 years ago
- ☆11Updated last year
- CPLAP is a program designed to determine the thermodynamical stability of a material, and, if it is stable, to determine the ranges of th…☆18Updated 6 years ago
- python toolkit for nanoscience☆30Updated 4 years ago
- A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.☆44Updated last year
- Simmate is a full-stack framework for chemistry research.☆37Updated this week
- MoleView: A Fast and lightweight plug-in for 3D molecular visualization☆30Updated 8 months ago
- Curated list of known efforts in collecting and/or curating of chemical/materials data☆21Updated 4 years ago