Update: 2023.10.31-03.32
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➕ Added Projects
Projects that were recently added to this best-of list.
- DeePMD-kit (🥇29 · ⭐ 1.2K · ➕) - A deep learning package for many-body potential energy representation and molecular dynamics.
LGPL-3.0
- dpdata (🥇22 · ⭐ 150 · ➕) - Manipulating multiple atomic simulation data formats, including DeePMD-kit, VASP, LAMMPS, ABACUS, etc.
LGPL-3.0
- ABACUS (🥇22 · ⭐ 120 · ➕) - An electronic structure package based on either plane wave basis or numerical atomic orbitals.
LGPL-3.0
- DP-GEN (🥇21 · ⭐ 240 · 💤) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.
LGPL-3.0
- dpdispatcher (🥇21 · ⭐ 33 · ➕) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.
LGPL-3.0
- dflow (🥈17 · ⭐ 41 · ➕) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..
LGPL-3.0
- DP-GUI (🥈16 · ⭐ 7 · ➕) - A web-based GUI for user inputs.
LGPL-3.0
- dargs (🥈16 · ⭐ 5 · ➕) - Argument processing for the deep modeling project.
LGPL-3.0
- DeepFlame (🥈15 · ⭐ 88 · ➕) - A deep learning empowered open-source platform for reacting flow simulations.
GPL-3.0
- rid-kit (🥈13 · ⭐ 38 · ➕) - Reinforced dynamics.
LGPL-3.0
- DPGEN2 (🥈13 · ⭐ 19 · ➕) - 2nd generation of the Deep Potential GENerator.
LGPL-3.0
- APEX (🥈13 · ⭐ 11 · 🐣) - APEX: Alloy Properties EXplorer using simulations.
LGPL-3.0
- DMFF (🥈12 · ⭐ 120 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..
LGPL-3.0
- deepmodeling_sphinx (🥈12 · ⭐ 2 · ➕) - Sphinx extension for DeepModeling projects.
LGPL-3.0
- DeePKS-kit (🥉10 · ⭐ 95 · ➕) - a package for developing machine learning-based chemically accurate energy and density functional models.
LGPL-3.0
- DeePTB (🥉10 · ⭐ 20 · 🐣) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.
LGPL-3.0
- args (🥉10 · ⭐ 2 · ➕) - DeepModeling dargs arguments generation.
Unlicensed
- fealpy (🥉10 · ⭐ 2 · 🐣) - Finite Element Analysis Library in Python.
Unlicensed
- Uni-Fold (🥉7 · ⭐ 90 · 💤) -
Apache-2
- dpti (🥉7 · ⭐ 13 · ➕) -
LGPL-3.0
- AIS-Square (🥉7 · ⭐ 6 · ➕) -
LGPL-3.0
- community (🥉6 · ⭐ 71 · ➕) - DeepModeling community content.
Unlicensed
- AI4Science101 (🥉5 · ⭐ 73 · 💤) - AI for Science.
Unlicensed
- tutorials (🥉5 · ⭐ 12 · 💤) - Tutorials for DeepModeling projects.
Unlicensed
- DeepH-pack (🥉5 · ⭐ 10 · ➕) - Deep neural networks for density functional theory Hamiltonian.
LGPL-3.0
- docs (🥉5 · ⭐ 3 · ➕) - The home page of DeepModeling documentation.
Unlicensed
- fpop (🥉5 · ⭐ 1 · ➕) -
LGPL-3.0
- tutorials-cn (🥉4 · ⭐ 3 · 💤) -
LGPL-2.1
- Blog (🥉4 · ⭐ 1 · 💤) - DeepModeling Blog.
Unlicensed
- ADMP (🥉2 · ⭐ 2 · 💤) - Automatic Differentiation Multipole Moment Molecular Forcefield.
Unlicensed
- LibRI (🥉1 · ⭐ 6 · 🐣) -
GPL-3.0
- openfinite ( ⭐ 1 · 💤) -
LGPL-3.0
- dflow-op-cutter (💤) -
Unlicensed