Alternatives and similar repositories for modnet

Users that are interested in modnet are comparing it to the libraries listed below

• CompRhys / roost
  Representation Learning from Stoichiometry
  ☆59Updated 2 years ago
• WMD-group / ElementEmbeddings
  Python package to interact with high-dimensional representations of the chemical elements
  ☆43Updated last week
• autoatml / autoplex
  Code for automated fitting of machine learned interatomic potentials.
  ☆78Updated this week
• ulissigroup / GASpy
  ☆67Updated 4 years ago
• lrcfmd / ElMD
  The Element Movers Distance for chemical composition similarity
  ☆34Updated 3 months ago
• CJBartel / TestStabilityML
  ☆26Updated last year
• ulissigroup / finetuna
  Active Learning for Machine Learning Potentials
  ☆55Updated last year
• WMD-group / PDynA
  Python package to analyse the structural dynamics of perovskites
  ☆43Updated 6 months ago
• MaterSim / PyXtal_FF
  Machine Learning Interatomic Potential Predictions
  ☆90Updated last year
• by256 / icsg3d
  3-D Inorganic Crystal Structure Generation and Property Prediction via Representation Learning (JCIM 2020)
  ☆41Updated 2 years ago
• advancesoftcorp / lammps
  Compiled binaries and sources of LAMMPS, redistributed by AdvanceSoft Corp.
  ☆52Updated last week
• jla-gardner / graph-pes
  train and use graph-based ML models of potential energy surfaces
  ☆97Updated this week
• RishikeshMagar / OGCNN
  Crystal graph convolutional neural networks for predicting material properties.
  ☆33Updated 2 years ago
• hyllios / CGAT
  Crystal graph attention neural networks for materials prediction
  ☆27Updated last year
• ICAMS / grace-tensorpotential
  GRACE models and gracemaker (as implemented in TensorPotential package)
  ☆58Updated 2 weeks ago
• ICAMS / calphy
  A Python library and command line interface for automated free energy calculations
  ☆79Updated this week
• PV-Lab / FTCP
  FTCP code
  ☆34Updated last year
• hackingmaterials / robocrystallographer
  Automatic generation of crystal structure descriptions.
  ☆121Updated last week
• mattmcdermott / novel-materials-screening
  Screening the Materials Project for novel materials to be synthesized by the autonomous laboratory (A-Lab).
  ☆44Updated last year
• ilyes319 / mace-tutorials
  Collection of tutorials to use the MACE machine learning force field.
  ☆47Updated 9 months ago
• MDIL-SNU / SIMPLE-NN
  SIMPLE-NN(SNU Interatomic Machine-learning PotentiaL packagE – version Neural Network)
  ☆47Updated 3 years ago
• ulissigroup / vasp-interactive
  ☆67Updated 2 years ago
• sbanik2 / CEGANN
  Crystal Edge Graph Attention Neural Network
  ☆22Updated last year
• libAtoms / GAP
  ☆42Updated 2 months ago
• CederGroupHub / smol
  Statistical Mechanics on Lattices
  ☆82Updated last week
• uf3 / uf3
  UF3: a python library for generating ultra-fast interatomic potentials
  ☆68Updated last week
• LopezGroup-ICIQ / care
  Automated creation and manipulation of Chemical Reaction Networks (CRNs) in heterogeneous catalysis, allowing the evaluation of species a…
  ☆30Updated this week
• sparks-baird / xtal2png
  Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.
  ☆37Updated last year
• CederGroupHub / SynthesisSimilarity
  ☆30Updated last year
• simonverret / materials_data_api_scripts
  scripts to load all data from ICSD, Materials Project, and OQMD
  ☆61Updated 2 years ago