Alternatives and similar repositories for perovskite-ML

Users that are interested in perovskite-ML are comparing it to the libraries listed below

• uw-cmg / perovskite-oxide-stability-prediction
  code package with elemental property dictionary that trains a model based on training dataset and gives prediction on new perovskite comp…
  ☆29Updated 7 years ago
• CJBartel / perovskite-stability
  ☆40Updated 6 years ago
• WMD-group / hybrid-perovskites
  DFT optimised crystal structures of inorganic and hybrid halide perovskites
  ☆107Updated 6 years ago
• angeloziletti / ai4materials
  Deep learning for crystal-structure recognition and analysis of atomic structures
  ☆42Updated last year
• ulissigroup / GASpy
  ☆73Updated 4 years ago
• JARVIS-Materials-Design / jarvis-tools-notebooks
  This repository is no longer maintained. For the latest updates and continued development, please visit: https://github.com/atomgptlab/ja…
  ☆93Updated 6 months ago
• joelager / Electrocatalysis-microkinetic-analysis
  Microkinetic models for electrochemical CO stripping and hydrogen oxidation
  ☆15Updated 5 years ago
• luzihen / pymatgen_examples
  Some examples of using pymatgen code
  ☆23Updated last year
• zhengl0217 / Perovskite-Electronic-Structure-Feature-Python
  Supporting materials for "An Adaptive Machine Learning Strategy for Accelerating Discovery of Perovskite Electrocatalysts".
  ☆28Updated 6 years ago
• ldwillia / SL3ME
  A Python3 implementation of the Spectroscopic Limited Maximum Efficiency (SLME) analysis of solar absorbers
  ☆30Updated 3 years ago
• materialsproject / mpmorph
  MPmorph is a collection of tools to run and analyze ab-initio molecular dynamics (AIMD) calculations run with VASP, and is currently unde…
  ☆73Updated last year
• materialyzeai / nano281
  Data Science for Materials Science
  ☆66Updated this week
• CitrineInformatics / MPEA_dataset
  Expanded dataset of mechanical properties and observed phases of multi-principal element alloys
  ☆42Updated 3 years ago
• USCCACS / ThermalTools
  LAMMPS plugins for thermal conductivity and density of states calculation
  ☆50Updated 6 years ago
• ICAMS / calphy
  A Python library and command line interface for automated free energy calculations
  ☆86Updated 3 weeks ago
• yzhuo33 / BandGapPredictor
  Predict the band gap energy for inorganic materials
  ☆19Updated last year
• jstanai / Machine-Learning-Perovskite-Properties-for-Photovoltaics
  Quantum-Wise VNL Application for Perovskite Building and Machine Learning
  ☆11Updated 5 years ago
• MaterialsDiscovery / PyChemia
  Python Materials Discovery Framework
  ☆75Updated last year
• Asif-Iqbal-Bhatti / High-Entropy-Alloys
  Generate random alloys and compute various properties
  ☆64Updated last year
• chuanqixu / SISSOkit
  Modules for cross validation, evaluation and plot of SISSO
  ☆16Updated 6 years ago
• SUNCAT-Center / CatKit
  General purpose tools for high-throughput catalysis
  ☆100Updated 7 months ago
• uw-cmg / MAST-ML
  MAterials Simulation Toolkit for Machine Learning (MAST-ML)
  ☆128Updated 3 months ago
• deepmaterials / dlmatreview
  Repository for links to software packages and databases used in deep-learning applications for materials science
  ☆149Updated 8 months ago
• hackingmaterials / matminer_examples
  A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code
  ☆120Updated 4 years ago
• YueyuZhang / IM2ODE
  Inverse Design of Materials by Multi-objective Differential Evolution
  ☆50Updated 6 years ago
• hackingmaterials / robocrystallographer
  Automatic generation of crystal structure descriptions.
  ☆127Updated this week
• SUNCAT-Center / CatLearn
  A machine learning environment for atomic-scale modeling in surface science and catalysis.
  ☆116Updated last year
• bitsoal / VASP_HTC_framework
  High-throughput calculation framework for VASP
  ☆25Updated 4 months ago
• materialyzeai / snap
  Repository for spectral neighbor analysis potential (SNAP) model development.
  ☆37Updated 5 years ago
• blondegeek / ferroelectric_search_site
  ☆18Updated 5 years ago