From 40bdd5d5d393293fa8c945b28dabd2ef39eb9991 Mon Sep 17 00:00:00 2001 From: njzjz Date: Thu, 5 Sep 2024 18:14:28 +0000 Subject: [PATCH] Update best-of list for version 2024.09.05 --- README.md | 166 ++++++++++++++++---------------- history/2024-09-05_changes.md | 17 ++++ history/2024-09-05_projects.csv | 39 ++++++++ latest-changes.md | 12 ++- 4 files changed, 146 insertions(+), 88 deletions(-) create mode 100644 history/2024-09-05_changes.md create mode 100644 history/2024-09-05_projects.csv diff --git a/README.md b/README.md index 171d061..ddaed3d 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,7 @@

-This curated list contains 38 awesome open-source projects with a total of 3.3K stars grouped into 0 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/deepmodeling/deepmodeling-projects/issues/new/choose), submit a [pull request](https://github.com/deepmodeling/deepmodeling-projects/pulls), or directly edit the [projects.yaml](https://github.com/deepmodeling/deepmodeling-projects/edit/main/projects.yaml). Contributions are very welcome! +This curated list contains 38 awesome open-source projects with a total of 3.4K stars grouped into 0 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an [issue](https://github.com/deepmodeling/deepmodeling-projects/issues/new/choose), submit a [pull request](https://github.com/deepmodeling/deepmodeling-projects/pulls), or directly edit the [projects.yaml](https://github.com/deepmodeling/deepmodeling-projects/edit/main/projects.yaml). Contributions are very welcome! > 🧙‍♂️ Discover other [best-of lists](https://best-of.org) or [create your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md). @@ -46,20 +46,20 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K
DeePMD-kit (🥇28 · ⭐ 1.4K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 69 · 🔀 480 · 📥 39K · 📦 16 · 📋 750 - 10% open · ⏱️ 06.07.2024): +- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 69 · 🔀 480 · 📥 39K · 📦 16 · 📋 760 - 10% open · ⏱️ 06.07.2024): ``` git clone https://github.com/deepmodeling/deepmd-kit ``` -- [PyPi](https://pypi.org/project/deepmd-kit) (📥 1.7K / month): +- [PyPi](https://pypi.org/project/deepmd-kit) (📥 1.9K / month): ``` pip install deepmd-kit ``` -- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 940K · ⏱️ 27.07.2024): +- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 990K · ⏱️ 27.07.2024): ``` conda install -c conda-forge deepmd-kit ``` -- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 18 / month): +- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 10 / month): ``` npm install deepmd-kit ``` @@ -70,28 +70,28 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K
ABACUS (🥇26 · ⭐ 160) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 120 · 🔀 130 · 📋 1.8K - 10% open · ⏱️ 29.08.2024): +- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 120 · 🔀 130 · 📋 1.8K - 11% open · ⏱️ 05.09.2024): ``` git clone https://github.com/deepmodeling/abacus-develop ``` -- [Conda](https://anaconda.org/conda-forge/abacus) (📥 140K · ⏱️ 26.08.2024): +- [Conda](https://anaconda.org/conda-forge/abacus) (📥 160K · ⏱️ 26.08.2024): ``` conda install -c conda-forge abacus ```
-
dpdata (🥇23 · ⭐ 200) - Manipulating multiple atomic simulation data formats, including DeePMD-kit, VASP, LAMMPS, ABACUS, etc. LGPL-3.0 +
dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 60 · 🔀 120 · 📦 120 · 📋 97 - 17% open · ⏱️ 06.06.2024): +- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 60 · 🔀 120 · 📦 120 · 📋 98 - 17% open · ⏱️ 03.09.2024): ``` git clone https://github.com/deepmodeling/dpdata ``` -- [PyPi](https://pypi.org/project/dpdata) (📥 26K / month): +- [PyPi](https://pypi.org/project/dpdata) (📥 29K / month): ``` pip install dpdata ``` -- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 75K · ⏱️ 06.06.2024): +- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 76K · ⏱️ 03.09.2024): ``` conda install -c conda-forge dpdata ``` @@ -100,61 +100,61 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K docker pull dptechnology/dpdata ```
-
DP-GEN (🥇22 · ⭐ 290) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0 +
DP-GEN (🥇23 · ⭐ 300 · 📈) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpgen) (👨‍💻 64 · 🔀 170 · 📥 1.7K · 📦 6 · 📋 290 - 10% open · ⏱️ 10.04.2024): +- [GitHub](https://github.com/deepmodeling/dpgen) (👨‍💻 64 · 🔀 170 · 📥 1.8K · 📦 6 · 📋 300 - 10% open · ⏱️ 10.04.2024): ``` git clone https://github.com/deepmodeling/dpgen ``` -- [PyPi](https://pypi.org/project/dpgen) (📥 430 / month): +- [PyPi](https://pypi.org/project/dpgen) (📥 450 / month): ``` pip install dpgen ``` -- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 31K · ⏱️ 10.04.2024): +- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 32K · ⏱️ 10.04.2024): ``` conda install -c conda-forge dpgen ```
-
dpdispatcher (🥇22 · ⭐ 42) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0 +
dpdispatcher (🥈22 · ⭐ 42) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨‍💻 46 · 🔀 53 · 📦 50 · 📋 76 - 19% open · ⏱️ 28.08.2024): +- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨‍💻 46 · 🔀 53 · 📦 50 · 📋 76 - 19% open · ⏱️ 03.09.2024): ``` git clone https://github.com/deepmodeling/dpdispatcher ``` -- [PyPi](https://pypi.org/project/dpdispatcher) (📥 2.6K / month): +- [PyPi](https://pypi.org/project/dpdispatcher) (📥 2.3K / month): ``` pip install dpdispatcher ``` -- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 13K · ⏱️ 26.07.2024): +- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 14K · ⏱️ 31.08.2024): ``` conda install -c conda-forge dpdispatcher ``` -- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (📥 100K · ⏱️ 25.07.2024): +- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (📥 110K · ⏱️ 30.08.2024): ``` docker pull dptechnology/dpdispatcher ```
-
reacnetgenerator (🥈20 · ⭐ 63 · 📈) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0 +
reacnetgenerator (🥈20 · ⭐ 63) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨‍💻 18 · 🔀 35 · 📦 2 · 📋 120 - 4% open · ⏱️ 09.08.2024): +- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨‍💻 18 · 🔀 36 · 📦 2 · 📋 120 - 4% open · ⏱️ 09.08.2024): ``` git clone https://github.com/deepmodeling/reacnetgenerator ``` -- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.3K / month): +- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.8K / month): ``` pip install reacnetgenerator ``` -- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 380K · ⏱️ 10.05.2024): +- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 400K · ⏱️ 10.05.2024): ``` conda install -c conda-forge reacnetgenerator ```
dflow (🥈19 · ⭐ 62) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dflow) (👨‍💻 22 · 🔀 25 · 📋 35 - 40% open · ⏱️ 07.08.2024): +- [GitHub](https://github.com/deepmodeling/dflow) (👨‍💻 22 · 🔀 25 · 📋 35 - 40% open · ⏱️ 04.09.2024): ``` git clone https://github.com/deepmodeling/dflow @@ -167,7 +167,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` conda install -c conda-forge dflow ``` -- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 7.6K · ⏱️ 06.08.2024): +- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 7.7K · ⏱️ 04.09.2024): ``` docker pull dptechnology/dflow ``` @@ -179,49 +179,49 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/dargs ``` -- [PyPi](https://pypi.org/project/dargs) (📥 44K / month): +- [PyPi](https://pypi.org/project/dargs) (📥 49K / month): ``` pip install dargs ``` -- [Conda](https://anaconda.org/conda-forge/dargs) (📥 29K · ⏱️ 15.07.2024): +- [Conda](https://anaconda.org/conda-forge/dargs) (📥 30K · ⏱️ 15.07.2024): ``` conda install -c conda-forge dargs ```
-
DeepFlame (🥈17 · ⭐ 130 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0 +
DeepFlame (🥈17 · ⭐ 130) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0 -- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 24 · 🔀 60 · 📋 46 - 36% open · ⏱️ 26.08.2024): +- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 24 · 🔀 60 · 📋 46 - 36% open · ⏱️ 30.08.2024): ``` git clone https://github.com/deepmodeling/deepflame-dev ```
-
DeePTB (🥈17 · ⭐ 46) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0 +
DPGEN2 (🥈17 · ⭐ 32) - 2nd generation of the Deep Potential GENerator. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/DeePTB) (👨‍💻 10 · 🔀 15 · 📦 1 · 📋 35 - 20% open · ⏱️ 27.08.2024): +- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 14 · 🔀 24 · 📦 4 · 📋 32 - 28% open · ⏱️ 04.09.2024): ``` - git clone https://github.com/deepmodeling/DeePTB + git clone https://github.com/deepmodeling/dpgen2 ``` -- [PyPi](https://pypi.org/project/dptb) (📥 260 / month): +- [PyPi](https://pypi.org/project/dpgen2) (📥 79 / month): ``` - pip install dptb + pip install dpgen2 + ``` +- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.5K · ⏱️ 04.09.2024): + ``` + docker pull dptechnology/dpgen2 ```
-
DPGEN2 (🥈17 · ⭐ 32) - 2nd generation of the Deep Potential GENerator. LGPL-3.0 +
DeePTB (🥈16 · ⭐ 46 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 14 · 🔀 24 · 📦 4 · 📋 32 - 28% open · ⏱️ 27.08.2024): +- [GitHub](https://github.com/deepmodeling/DeePTB) (👨‍💻 10 · 🔀 15 · 📦 1 · 📋 35 - 20% open · ⏱️ 27.08.2024): ``` - git clone https://github.com/deepmodeling/dpgen2 - ``` -- [PyPi](https://pypi.org/project/dpgen2) (📥 67 / month): - ``` - pip install dpgen2 + git clone https://github.com/deepmodeling/DeePTB ``` -- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.5K · ⏱️ 27.08.2024): +- [PyPi](https://pypi.org/project/dptb) (📥 280 / month): ``` - docker pull dptechnology/dpgen2 + pip install dptb ```
DMFF (🥈14 · ⭐ 150 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0 @@ -231,12 +231,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/DMFF ``` -- [Conda](https://anaconda.org/conda-forge/dmff) (📥 780 · ⏱️ 06.01.2024): +- [Conda](https://anaconda.org/conda-forge/dmff) (📥 850 · ⏱️ 06.01.2024): ``` conda install -c conda-forge dmff ```
-
APEX (🥈14 · ⭐ 20 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0 +
APEX (🥈14 · ⭐ 20) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0 - [GitHub](https://github.com/deepmodeling/APEX) (👨‍💻 6 · 🔀 16 · 📦 1 · ⏱️ 27.08.2024): @@ -248,38 +248,38 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K pip install apex-flow ```
-
DP-GUI (🥈14 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0 +
DP-GUI (🥈14 · ⭐ 7) - A web-based GUI for user inputs. LGPL-3.0 - [GitHub](https://github.com/deepmodeling/dpgui) (👨‍💻 3 · 🔀 4 · 📦 8 · ⏱️ 31.05.2024): ``` git clone https://github.com/deepmodeling/dpgui ``` -- [PyPi](https://pypi.org/project/dpgui) (📥 14K / month): +- [PyPi](https://pypi.org/project/dpgui) (📥 16K / month): ``` pip install dpgui ```
JAX-FEM (🥈13 · ⭐ 220) - Differentiable Finite Element Method with JAX. GPL-3.0 -- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 7 · 🔀 33 · 📦 2 · 📋 25 - 72% open · ⏱️ 19.08.2024): +- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 7 · 🔀 34 · 📦 2 · 📋 27 - 70% open · ⏱️ 04.09.2024): ``` git clone https://github.com/deepmodeling/jax-fem ``` -- [PyPi](https://pypi.org/project/jax-fem) (📥 220 / month): +- [PyPi](https://pypi.org/project/jax-fem) (📥 230 / month): ``` pip install jax-fem ```
-
rid-kit (🥈13 · ⭐ 43) - Reinforced dynamics. LGPL-3.0 +
rid-kit (🥉12 · ⭐ 44 · 📉) - Reinforced dynamics. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/rid-kit) (👨‍💻 14 · 🔀 21 · 📥 140 · 📦 1 · 📋 4 - 25% open · ⏱️ 27.06.2024): +- [GitHub](https://github.com/deepmodeling/rid-kit) (👨‍💻 14 · 🔀 22 · 📥 140 · 📦 1 · 📋 4 - 25% open · ⏱️ 27.06.2024): ``` git clone https://github.com/deepmodeling/rid-kit ``` -- [PyPi](https://pypi.org/project/rid-kit) (📥 110 / month): +- [PyPi](https://pypi.org/project/rid-kit) (📥 130 / month): ``` pip install rid-kit ``` @@ -291,14 +291,14 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/deepmodeling_sphinx ``` -- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 2K / month): +- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.8K / month): ``` pip install deepmodeling_sphinx ```
GPUMD (🥉11 · ⭐ 3 · 🐣) - Graphics Processing Units Molecular Dynamics. GPL-3.0 -- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 33 · ⏱️ 26.08.2024): +- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 34 · ⏱️ 03.09.2024): ``` git clone https://github.com/deepmodeling/GPUMD @@ -319,19 +319,19 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/dpti ``` -- [PyPi](https://pypi.org/project/dpti) (📥 70 / month): +- [PyPi](https://pypi.org/project/dpti) (📥 60 / month): ``` pip install dpti ```
args (🥉9 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 08.07.2024): +- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 02.09.2024): ``` git clone https://github.com/deepmodeling/args ``` -- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 92 / month): +- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 40 / month): ``` npm install @deepmodeling/args ``` @@ -343,39 +343,19 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/fpop ``` -- [PyPi](https://pypi.org/project/fpop) (📥 2.2K / month): +- [PyPi](https://pypi.org/project/fpop) (📥 2.4K / month): ``` pip install fpop ```
-
Uni-Fold (🥉7 · ⭐ 91 · 💤) - Apache-2 - -- [GitHub](https://github.com/deepmodeling/Uni-Fold) (👨‍💻 3 · 🔀 18 · ⏱️ 18.08.2022): - - ``` - git clone https://github.com/deepmodeling/Uni-Fold - ``` -- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 680 · ⏱️ 08.01.2024): - ``` - docker pull dptechnology/unifold - ``` -
-
community (🥉7 · ⭐ 79) - DeepModeling community content. Unlicensed +
community (🥉8 · ⭐ 81 · 📈) - DeepModeling community content. Unlicensed -- [GitHub](https://github.com/deepmodeling/community) (👨‍💻 17 · 🔀 20 · ⏱️ 21.08.2024): +- [GitHub](https://github.com/deepmodeling/community) (👨‍💻 17 · 🔀 21 · ⏱️ 02.09.2024): ``` git clone https://github.com/deepmodeling/community ```
-
tbplas (🥉7 · ⭐ 7 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed - -- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 4 · ⏱️ 17.01.2024): - - ``` - git clone https://github.com/deepmodeling/tbplas - ``` -
fealpy (🥉7 · ⭐ 3) - Finite Element Analysis Library in Python. Unlicensed - [GitHub](https://github.com/deepmodeling/fealpy) (👨‍💻 57 · 🔀 2 · ⏱️ 24.04.2024): @@ -383,19 +363,31 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K ``` git clone https://github.com/deepmodeling/fealpy ``` -- [PyPi](https://pypi.org/project/fealpy) (📥 93 / month): +- [PyPi](https://pypi.org/project/fealpy) (📥 78 / month): ``` pip install fealpy ```
Blog (🥉7 · ⭐ 1) - DeepModeling Blog. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 7 · 🔀 7 · ⏱️ 01.07.2024): +- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 7 · 🔀 7 · ⏱️ 01.09.2024): ``` git clone https://github.com/deepmodeling/blog ```
+
Uni-Fold (🥉6 · ⭐ 91 · 💤) - Apache-2 + +- [GitHub](https://github.com/deepmodeling/Uni-Fold) (👨‍💻 3 · 🔀 18 · ⏱️ 18.08.2022): + + ``` + git clone https://github.com/deepmodeling/Uni-Fold + ``` +- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 690 · ⏱️ 08.01.2024): + ``` + docker pull dptechnology/unifold + ``` +
tutorials (🥉6 · ⭐ 13) - Tutorials for DeepModeling projects. Unlicensed - [GitHub](https://github.com/deepmodeling/tutorials) (👨‍💻 10 · 🔀 22 · ⏱️ 21.08.2024): @@ -412,6 +404,14 @@ This curated list contains 38 awesome open-source projects with a total of 3.3K git clone https://github.com/deepmodeling/AIS-Square ```
+
tbplas (🥉6 · ⭐ 7 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed + +- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 4 · ⏱️ 17.01.2024): + + ``` + git clone https://github.com/deepmodeling/tbplas + ``` +
docs (🥉6 · ⭐ 3) - The home page of DeepModeling documentation. LGPL-3.0 - [GitHub](https://github.com/deepmodeling/docs) (👨‍💻 8 · 🔀 7 · ⏱️ 11.04.2024): diff --git a/history/2024-09-05_changes.md b/history/2024-09-05_changes.md new file mode 100644 index 0000000..d50a18d --- /dev/null +++ b/history/2024-09-05_changes.md @@ -0,0 +1,17 @@ +## 📈 Trending Up + +_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ + +- dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0 +- DP-GEN (🥇23 · ⭐ 300 · 📈) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0 +- community (🥉8 · ⭐ 81 · 📈) - DeepModeling community content. Unlicensed + +## 📉 Trending Down + +_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ + +- DeePTB (🥈16 · ⭐ 46 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0 +- rid-kit (🥉12 · ⭐ 44 · 📉) - Reinforced dynamics. LGPL-3.0 +- Uni-Fold (🥉6 · ⭐ 91 · 💤) - Apache-2 +- tbplas (🥉6 · ⭐ 7 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed + diff --git a/history/2024-09-05_projects.csv b/history/2024-09-05_projects.csv new file mode 100644 index 0000000..f2a755e --- /dev/null +++ b/history/2024-09-05_projects.csv @@ -0,0 +1,39 @@ +,name,github_id,pypi_id,conda_id,npm_id,dockerhub_id,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,github_release_downloads,monthly_downloads,release_count,description,dependent_project_count,github_dependent_project_count,contributor_count,pypi_url,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,npm_url,npm_monthly_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,projectrank,show,category,projectrank_placing,trending +0,DeePMD-kit,deepmodeling/deepmd-kit,deepmd-kit,conda-forge/deepmd-kit,deepmd-kit,deepmodeling/deepmd-kit,https://github.com/deepmodeling/deepmd-kit,https://github.com/deepmodeling/deepmd-kit,LGPL-3.0,2017-12-12 15:23:44,2024-09-04 02:24:56.000000,2024-07-06 15:29:41,2533,32.0,482.0,47.0,2005.0,79.0,676.0,1447.0,2024-07-03 19:22:15,2.2.11,39153.0,26604.0,49.0,A deep learning package for many-body potential energy representation and molecular dynamics.,16.0,16.0,69.0,https://pypi.org/project/deepmd-kit,1861.0,https://anaconda.org/conda-forge/deepmd-kit,2024-07-27 05:59:01.371,985043.0,https://www.npmjs.com/package/deepmd-kit,10.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2024-07-27 08:24:51.741318,1.0,2726.0,28,True,others,1.0, +1,ABACUS,deepmodeling/abacus-develop,,conda-forge/abacus,,,https://github.com/deepmodeling/abacus-develop,https://github.com/deepmodeling/abacus-develop,LGPL-3.0,2021-02-01 04:04:52,2024-09-05 01:14:03.000000,2024-09-05 01:14:03,6668,360.0,127.0,11.0,3141.0,206.0,1625.0,162.0,2024-08-26 05:04:05,3.7.4,,11214.0,55.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,119.0,,,https://anaconda.org/conda-forge/abacus,2024-08-26 10:31:19.037,157001.0,,,,,,,26,True,others,1.0, +2,dpdata,deepmodeling/dpdata,dpdata,conda-forge/dpdata,,dptechnology/dpdata,https://github.com/deepmodeling/dpdata,https://github.com/deepmodeling/dpdata,LGPL-3.0,2019-04-12 13:24:23,2024-09-04 13:49:48.000000,2024-09-03 03:38:05,750,24.0,123.0,9.0,495.0,17.0,81.0,195.0,2024-09-03 03:38:43,0.2.20,,30959.0,36.0,A Python package for manipulating atomistic data of software in computational science.,122.0,122.0,60.0,https://pypi.org/project/dpdata,29400.0,https://anaconda.org/conda-forge/dpdata,2024-09-03 07:11:21.187,75959.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,628.0,24,True,others,1.0,1.0 +3,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2024-09-03 03:22:28.000000,2024-04-10 06:31:36,2083,,167.0,13.0,839.0,32.0,263.0,296.0,2024-04-10 06:37:07,0.12.1,1752.0,1097.0,18.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,6.0,6.0,64.0,https://pypi.org/project/dpgen,448.0,https://anaconda.org/conda-forge/dpgen,2024-04-10 09:44:30.012,31577.0,,,,,,,23,True,others,1.0,1.0 +4,dpdispatcher,deepmodeling/dpdispatcher,dpdispatcher,conda-forge/dpdispatcher,,dptechnology/dpdispatcher,https://github.com/deepmodeling/dpdispatcher,https://github.com/deepmodeling/dpdispatcher,LGPL-3.0,2020-12-08 05:14:37,2024-09-03 17:23:30.000000,2024-09-03 17:23:30,1091,20.0,53.0,6.0,389.0,15.0,61.0,42.0,2024-08-30 18:52:29,0.6.7,,5168.0,47.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,50.0,50.0,46.0,https://pypi.org/project/dpdispatcher,2260.0,https://anaconda.org/conda-forge/dpdispatcher,2024-08-31 12:30:44.164,13631.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2024-08-30 18:56:38.463169,,105369.0,22,True,others,2.0, +5,reacnetgenerator,deepmodeling/reacnetgenerator,reacnetgenerator,conda-forge/reacnetgenerator,,,https://github.com/deepmodeling/reacnetgenerator,https://github.com/deepmodeling/reacnetgenerator,LGPL-3.0,2018-04-06 15:07:56,2024-09-04 17:49:26.000000,2024-08-09 21:15:53,2487,11.0,36.0,9.0,2125.0,5.0,120.0,63.0,2024-05-09 23:35:17,1.6.13,,9366.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,2.0,2.0,18.0,https://pypi.org/project/reacnetgenerator,1762.0,https://anaconda.org/conda-forge/reacnetgenerator,2024-05-10 07:03:30.570,395443.0,,,,,,,20,True,others,2.0, +6,dflow,deepmodeling/dflow,dflow,conda-forge/dflow,,dptechnology/dflow,https://github.com/deepmodeling/dflow,https://github.com/deepmodeling/dflow,LGPL-3.0,2022-01-21 08:14:36,2024-09-04 07:56:36.431258,2024-09-04 07:54:41,2088,54.0,25.0,1.0,823.0,14.0,21.0,62.0,2024-09-04 07:55:03,1.8.90,,240.0,100.0,Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..,,,22.0,https://pypi.org/project/dflow,,https://anaconda.org/conda-forge/dflow,,,,,https://hub.docker.com/r/dptechnology/dflow,2024-09-04 07:56:36.431258,,7693.0,19,True,others,2.0, +7,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2024-09-02 21:49:01.000000,2024-07-17 20:31:43,151,10.0,3.0,7.0,69.0,2.0,6.0,5.0,2024-07-15 00:16:52,0.4.8,,49857.0,29.0,Argument processing for the deep modeling project.,123.0,123.0,7.0,https://pypi.org/project/dargs,49126.0,https://anaconda.org/conda-forge/dargs,2024-07-15 04:32:31.846,30009.0,,,,,,,19,True,others,2.0, +8,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2024-09-04 04:49:50.000000,2024-08-30 05:24:55,1110,55.0,60.0,6.0,467.0,17.0,29.0,133.0,2024-08-23 01:31:45,1.4,,,20.0,A deep learning empowered open-source platform for reacting flow simulations.,,,24.0,,,,,,,,,,,,17,True,others,2.0, +9,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2024-09-04 07:33:44.409206,2024-09-04 07:32:14,314,28.0,24.0,7.0,222.0,9.0,23.0,32.0,2023-01-28 03:43:25,0.0.7,,192.0,7.0,2nd generation of the Deep Potential GENerator.,4.0,4.0,14.0,https://pypi.org/project/dpgen2,79.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2024-09-04 07:33:44.409206,,3526.0,17,True,others,2.0, +10,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2024-08-27 09:49:03.000000,2024-08-27 09:49:03,746,41.0,15.0,3.0,170.0,7.0,28.0,46.0,2024-08-15 03:02:38,2.1.1,,279.0,11.0,DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.,1.0,1.0,10.0,https://pypi.org/project/dptb,279.0,,,,,,,,,,16,True,others,2.0,-1.0 +11,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2024-08-20 02:36:26.000000,2024-01-12 00:58:20,431,,41.0,9.0,161.0,10.0,16.0,150.0,2023-11-09 14:32:37,1.0.0,,106.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,14.0,,,https://anaconda.org/conda-forge/dmff,2024-01-06 07:33:02.470,850.0,,,,,,,14,True,others,2.0, +12,APEX,deepmodeling/APEX,apex-flow,,,,https://github.com/deepmodeling/APEX,https://github.com/deepmodeling/APEX,LGPL-3.0,2023-04-20 06:13:42,2024-08-27 12:48:16.000000,2024-08-27 12:48:16,562,14.0,16.0,7.0,73.0,,6.0,20.0,2024-05-06 10:01:52,1.2.0,,247.0,4.0,APEX: Alloy Properties EXplorer using simulations.,1.0,1.0,6.0,https://pypi.org/project/apex-flow,247.0,,,,,,,,,,14,True,others,2.0, +13,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2024-09-02 21:49:01.000000,2024-05-31 07:44:25,304,,4.0,6.0,473.0,,1.0,7.0,2023-10-13 05:16:09,1.0.0,,15673.0,4.0,A web-based GUI for user inputs.,8.0,8.0,3.0,https://pypi.org/project/dpgui,15673.0,,,,,,,,,,14,True,others,2.0, +14,JAX-FEM,deepmodeling/jax-fem,jax-fem,,,,https://github.com/deepmodeling/jax-fem,https://github.com/deepmodeling/jax-fem,GPL-3.0,2023-10-02 15:20:54,2024-09-04 12:19:39.000000,2024-09-04 12:19:33,195,7.0,34.0,11.0,4.0,19.0,8.0,225.0,,,,229.0,,Differentiable Finite Element Method with JAX.,2.0,2.0,7.0,https://pypi.org/project/jax-fem,229.0,,,,,,,,,,13,True,others,2.0, +15,rid-kit,deepmodeling/rid-kit,rid-kit,,,,https://github.com/deepmodeling/rid-kit,https://github.com/deepmodeling/rid-kit,LGPL-3.0,2021-02-02 02:44:00,2024-06-27 07:19:30.000000,2024-06-27 07:19:24,475,2.0,22.0,5.0,21.0,1.0,3.0,44.0,2024-05-14 03:25:35,0.6.4,144.0,135.0,5.0,Reinforced dynamics.,1.0,1.0,14.0,https://pypi.org/project/rid-kit,132.0,,,,,,,,,,12,True,others,3.0,-1.0 +16,deepmodeling_sphinx,deepmodeling/deepmodeling_sphinx,deepmodeling_sphinx,,,,https://github.com/deepmodeling/deepmodeling_sphinx,https://github.com/deepmodeling/deepmodeling_sphinx,LGPL-3.0,2022-03-04 00:19:06,2024-09-02 21:49:15.000000,2024-08-06 19:25:57,71,5.0,6.0,5.0,63.0,,,2.0,2024-07-18 07:27:48,0.2.9,,1817.0,22.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,1817.0,,,,,,,,,,12,True,others,3.0, +17,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2024-09-03 14:17:13.000000,2024-09-03 13:26:08,3980,214.0,,,,,,3.0,,,,,,Graphics Processing Units Molecular Dynamics.,,,34.0,,,,,,,,,,,,11,True,others,3.0, +18,DeePKS-kit,deepmodeling/deepks-kit,,,,,https://github.com/deepmodeling/deepks-kit,https://github.com/deepmodeling/deepks-kit,LGPL-3.0,2020-07-29 03:27:50,2024-08-08 16:28:48.000000,2024-04-13 03:44:40,384,,35.0,14.0,44.0,5.0,14.0,96.0,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,10,True,others,3.0, +19,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2024-09-02 21:49:02.000000,2024-08-14 03:08:53,406,12.0,20.0,7.0,70.0,7.0,,19.0,,,,60.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,1.0,1.0,19.0,https://pypi.org/project/dpti,60.0,,,,,,,,,,10,True,others,3.0, +20,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2024-09-02 15:27:53.000000,2024-09-02 15:27:51,74,2.0,2.0,6.0,47.0,,,2.0,2024-04-11 23:49:50,0.0.17,,40.0,16.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,40.0,,,,,9,True,others,3.0, +21,fpop,deepmodeling/fpop,fpop,,,,https://github.com/deepmodeling/fpop,https://github.com/deepmodeling/fpop,LGPL-3.0,2023-02-10 03:16:47,2024-07-01 09:11:36.000000,2024-07-01 09:11:36,42,4.0,11.0,9.0,25.0,4.0,,2.0,,,,2372.0,,,8.0,8.0,4.0,https://pypi.org/project/fpop,2372.0,,,,,,,,,,9,True,others,3.0, +22,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2024-09-02 02:50:27.000000,2024-09-02 02:49:51,129,23.0,21.0,11.0,41.0,,2.0,81.0,,,,,,DeepModeling community content.,,,17.0,,,,,,,,,,,,8,True,others,3.0,1.0 +23,fealpy,deepmodeling/fealpy,fealpy,,,,https://github.com/deepmodeling/fealpy,https://github.com/deepmodeling/fealpy,,2023-04-10 03:58:57,2024-04-24 03:09:27.000000,2024-04-24 01:36:31,6125,,2.0,1.0,1.0,,,3.0,,,,78.0,,Finite Element Analysis Library in Python.,,,57.0,https://pypi.org/project/fealpy,78.0,,,,,,,,,,7,True,others,3.0, +24,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2024-09-01 22:24:42.000000,2024-09-01 22:24:18,175,8.0,7.0,6.0,103.0,,,1.0,,,,,,DeepModeling Blog.,,,7.0,,,,,,,,,,,,7,True,others,3.0, +25,Uni-Fold,deepmodeling/Uni-Fold,,,,dptechnology/unifold,https://github.com/deepmodeling/Uni-Fold,https://github.com/deepmodeling/Uni-Fold,Apache-2.0,2021-12-07 14:40:37,2024-04-11 02:15:21.000000,2022-08-18 15:27:32,29,,18.0,5.0,2.0,,1.0,91.0,,,,20.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,686.0,6,True,others,3.0,-1.0 +26,tutorials,deepmodeling/tutorials,,,,,https://github.com/deepmodeling/tutorials,https://github.com/deepmodeling/tutorials,,2022-03-07 06:19:19,2024-08-21 19:01:45.000000,2024-08-21 19:01:44,143,3.0,22.0,5.0,65.0,,2.0,13.0,,,,,,Tutorials for DeepModeling projects.,,,10.0,,,,,,,,,,,,6,True,others,3.0, +27,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2024-08-26 15:33:53.000000,2023-12-06 03:06:55,469,,8.0,8.0,210.0,5.0,1.0,10.0,,,,,,,,,8.0,,,,,,,,,,,,6,True,others,3.0, +28,tbplas,deepmodeling/tbplas,,,,,https://github.com/deepmodeling/tbplas,https://github.com/deepmodeling/tbplas,,2024-02-29 03:21:24,2024-04-11 02:16:51.000000,2024-01-17 13:25:05,662,,4.0,9.0,2.0,2.0,,7.0,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3.0,-1.0 +29,docs,deepmodeling/docs,,,,,https://github.com/deepmodeling/docs,https://github.com/deepmodeling/docs,LGPL-3.0,2021-07-05 00:32:29,2024-04-11 04:19:01.000000,2024-04-11 04:19:01,27,,7.0,5.0,22.0,,,3.0,,,,,,The home page of DeepModeling documentation.,,,8.0,,,,,,,,,,,,6,True,others,3.0, +30,AI4Science101,deepmodeling/AI4Science101,,,,,https://github.com/deepmodeling/AI4Science101,https://github.com/deepmodeling/AI4Science101,,2022-06-19 02:26:48,2024-04-11 02:15:55.000000,2022-09-04 02:06:18,139,,13.0,9.0,29.0,,1.0,83.0,,,,,,AI for Science.,,,5.0,,,,,,,,,,,,5,True,others,3.0, +31,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2024-06-23 14:34:36.000000,2024-04-19 07:37:47,61,,2.0,2.0,,,,3.0,,,,,,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,5,True,others,3.0, +32,DeepH-pack,deepmodeling/DeepH-pack,,,,,https://github.com/deepmodeling/DeepH-pack,https://github.com/deepmodeling/DeepH-pack,LGPL-3.0,2022-07-19 08:07:24,2024-04-11 02:16:01.000000,2023-12-28 12:48:09,56,,6.0,2.0,2.0,4.0,2.0,11.0,,,,,,Deep neural networks for density functional theory Hamiltonian.,,,6.0,,,,,,,,,,,,4,True,others,3.0, +33,tutorials-cn,deepmodeling/tutorials-cn,,,,,https://github.com/deepmodeling/tutorials-cn,https://github.com/deepmodeling/tutorials-cn,LGPL-2.1,2022-03-30 07:39:32,2024-04-11 02:15:41.000000,2022-12-29 11:58:55,9,,7.0,5.0,12.0,,,3.0,,,,,,,,,4.0,,,,,,,,,,,,4,True,others,3.0, +34,ADMP,deepmodeling/ADMP,,,,,https://github.com/deepmodeling/ADMP,https://github.com/deepmodeling/ADMP,,2021-12-26 07:22:47,2024-04-11 02:15:25.000000,2022-02-15 02:13:59,120,,2.0,1.0,6.0,,,2.0,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,2,True,others,3.0, +35,LibRI,deepmodeling/LibRI,,,,,https://github.com/deepmodeling/LibRI,https://github.com/deepmodeling/LibRI,GPL-3.0,2023-04-19 02:10:20,2024-04-11 02:16:14.000000,2023-04-10 15:53:42,80,,1.0,2.0,1.0,2.0,1.0,6.0,,,,,,,,,2.0,,,,,,,,,,,,1,True,others,3.0, +36,openfinite,deepmodeling/openfinite,,,,,https://github.com/deepmodeling/openfinite,https://github.com/deepmodeling/openfinite,LGPL-3.0,2021-10-10 08:56:48,2024-04-11 02:15:14.000000,2021-10-06 08:13:39,13,,1.0,1.0,1.0,,,1.0,,,,,,,,,2.0,,,,,,,,,,,,0,True,others,, +37,dflow-op-cutter,deepmodeling/dflow-op-cutter,,,,,https://github.com/deepmodeling/dflow-op-cutter,https://github.com/deepmodeling/dflow-op-cutter,,2022-06-24 01:31:42,2024-04-11 02:15:58.000000,2022-07-06 09:54:08,4,,1.0,4.0,1.0,,1.0,,,,,,,,,,2.0,,,,,,,,,,,,0,True,others,, diff --git a/latest-changes.md b/latest-changes.md index ef7c17a..d50a18d 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,14 +2,16 @@ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ -- reacnetgenerator (🥈20 · ⭐ 63 · 📈) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0 -- DMFF (🥈14 · ⭐ 150 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0 -- APEX (🥈14 · ⭐ 20 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0 -- DP-GUI (🥈14 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0 +- dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0 +- DP-GEN (🥇23 · ⭐ 300 · 📈) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0 +- community (🥉8 · ⭐ 81 · 📈) - DeepModeling community content. Unlicensed ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- DeepFlame (🥈17 · ⭐ 130 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0 +- DeePTB (🥈16 · ⭐ 46 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0 +- rid-kit (🥉12 · ⭐ 44 · 📉) - Reinforced dynamics. LGPL-3.0 +- Uni-Fold (🥉6 · ⭐ 91 · 💤) - Apache-2 +- tbplas (🥉6 · ⭐ 7 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed