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132 changes: 66 additions & 66 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -46,20 +46,20 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K

<details><summary><b><a href="https://github.com/deepmodeling/deepmd-kit">DeePMD-kit</a></b> (🥇29 · ⭐ 1.8K) - A deep learning package for many-body potential energy representation and molecular dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 84 · 🔀 550 · 📥 63K · 📦 39 · 📋 940 - 8% open · ⏱️ 12.11.2025):
- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 84 · 🔀 550 · 📥 63K · 📦 39 · 📋 940 - 8% open · ⏱️ 18.11.2025):

```
git clone https://github.com/deepmodeling/deepmd-kit
```
- [PyPi](https://pypi.org/project/deepmd-kit) (📥 9.3K / month):
- [PyPi](https://pypi.org/project/deepmd-kit) (📥 9.5K / month):
```
pip install deepmd-kit
```
- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2.3M · ⏱️ 05.11.2025):
```
conda install -c conda-forge deepmd-kit
```
- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 71 / month):
- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 22 / month):
```
npm install deepmd-kit
```
Expand All @@ -70,12 +70,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/dpgen">DP-GEN</a></b> (🥇24 · ⭐ 370) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/dpgen) (👨‍💻 73 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 05.11.2025):
- [GitHub](https://github.com/deepmodeling/dpgen) (👨‍💻 73 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 18.11.2025):

```
git clone https://github.com/deepmodeling/dpgen
```
- [PyPi](https://pypi.org/project/dpgen) (📥 4.1K / month):
- [PyPi](https://pypi.org/project/dpgen) (📥 5.4K / month):
```
pip install dpgen
```
Expand All @@ -86,12 +86,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/dpdata">dpdata</a></b> (🥇24 · ⭐ 240) - A Python package for manipulating atomistic data of software in computational science. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 05.11.2025):
- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 18.11.2025):

```
git clone https://github.com/deepmodeling/dpdata
```
- [PyPi](https://pypi.org/project/dpdata) (📥 29K / month):
- [PyPi](https://pypi.org/project/dpdata) (📥 40K / month):
```
pip install dpdata
```
Expand All @@ -106,12 +106,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/abacus-develop">ABACUS</a></b> (🥇24 · ⭐ 220) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 140 · 🔀 140 · 📋 2.4K - 7% open · ⏱️ 13.11.2025):
- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 140 · 🔀 140 · 📋 2.4K - 7% open · ⏱️ 19.11.2025):

```
git clone https://github.com/deepmodeling/abacus-develop
```
- [Conda](https://anaconda.org/conda-forge/abacus) (📥 520K · ⏱️ 04.11.2025):
- [Conda](https://anaconda.org/conda-forge/abacus) (📥 530K · ⏱️ 04.11.2025):
```
conda install -c conda-forge abacus
```
Expand All @@ -123,7 +123,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/dpdispatcher
```
- [PyPi](https://pypi.org/project/dpdispatcher) (📥 12K / month):
- [PyPi](https://pypi.org/project/dpdispatcher) (📥 19K / month):
```
pip install dpdispatcher
```
Expand All @@ -143,11 +143,11 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 580 / month):
- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 450 / month):
```
pip install reacnetgenerator
```
- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 680K · ⏱️ 11.11.2025):
- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 690K · ⏱️ 11.11.2025):
```
conda install -c conda-forge reacnetgenerator
```
Expand All @@ -174,69 +174,69 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/deepflame-dev">DeepFlame</a></b> (🥈17 · ⭐ 190) - A deep learning empowered open-source platform for reacting flow simulations. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 29 · 🔀 72 · 📋 59 - 44% open · ⏱️ 23.07.2025):
- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 29 · 🔀 72 · 📋 60 - 43% open · ⏱️ 23.07.2025):

```
git clone https://github.com/deepmodeling/deepflame-dev
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (🥈16 · ⭐ 530) - Differentiable Finite Element Method with JAX. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/dargs">dargs</a></b> (🥈17 · ⭐ 6 · 📈) - Argument processing for the deep modeling project. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 17 · 🔀 85 · 📦 3 · 📋 66 - 33% open · ⏱️ 13.11.2025):
- [GitHub](https://github.com/deepmodeling/dargs) (👨‍💻 7 · 🔀 3 · 📦 150 · 📋 9 - 22% open · ⏱️ 18.08.2025):

```
git clone https://github.com/deepmodeling/jax-fem
git clone https://github.com/deepmodeling/dargs
```
- [PyPi](https://pypi.org/project/jax-fem) (📥 520 / month):
- [PyPi](https://pypi.org/project/dargs) (📥 54K / month):
```
pip install jax-fem
pip install dargs
```
- [Conda](https://anaconda.org/conda-forge/dargs) (📥 55K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dargs
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/dpgen2">DPGEN2</a></b> (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (🥈16 · ⭐ 530) - Differentiable Finite Element Method with JAX. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 18 · 🔀 35 · 📦 6 · 📋 45 - 37% open · ⏱️ 30.09.2025):
- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 17 · 🔀 85 · 📦 3 · 📋 68 - 35% open · ⏱️ 13.11.2025):

```
git clone https://github.com/deepmodeling/dpgen2
```
- [PyPi](https://pypi.org/project/dpgen2) (📥 95 / month):
```
pip install dpgen2
git clone https://github.com/deepmodeling/jax-fem
```
- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 30.09.2025):
- [PyPi](https://pypi.org/project/jax-fem) (📥 610 / month):
```
docker pull dptechnology/dpgen2
pip install jax-fem
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/dargs">dargs</a></b> (🥈16 · ⭐ 6) - Argument processing for the deep modeling project. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/dpgen2">DPGEN2</a></b> (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/dargs) (👨‍💻 7 · 🔀 3 · 📦 150 · 📋 9 - 22% open · ⏱️ 18.08.2025):
- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 18 · 🔀 35 · 📦 6 · 📋 45 - 37% open · ⏱️ 18.11.2025):

```
git clone https://github.com/deepmodeling/dargs
git clone https://github.com/deepmodeling/dpgen2
```
- [PyPi](https://pypi.org/project/dargs) (📥 38K / month):
- [PyPi](https://pypi.org/project/dpgen2) (📥 110 / month):
```
pip install dargs
pip install dpgen2
```
- [Conda](https://anaconda.org/conda-forge/dargs) (📥 55K · ⏱️ 22.04.2025):
- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 18.11.2025):
```
conda install -c conda-forge dargs
docker pull dptechnology/dpgen2
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/DeePTB">DeePTB</a></b> (🥈15 · ⭐ 91 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/DeePTB">DeePTB</a></b> (🥈15 · ⭐ 91) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/DeePTB) (👨‍💻 12 · 🔀 24 · 📦 4 · 📋 55 - 36% open · ⏱️ 13.11.2025):

```
git clone https://github.com/deepmodeling/DeePTB
```
- [PyPi](https://pypi.org/project/dptb) (📥 280 / month):
- [PyPi](https://pypi.org/project/dptb) (📥 300 / month):
```
pip install dptb
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/DMFF">DMFF</a></b> (🥈14 · ⭐ 180 · 📈) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/DMFF">DMFF</a></b> (🥈14 · ⭐ 180) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/DMFF) (👨‍💻 17 · 🔀 47 · 📋 28 - 28% open · ⏱️ 06.08.2025):

Expand All @@ -255,7 +255,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/APEX
```
- [PyPi](https://pypi.org/project/apex-flow) (📥 430 / month):
- [PyPi](https://pypi.org/project/apex-flow) (📥 190 / month):
```
pip install apex-flow
```
Expand All @@ -267,7 +267,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/dpgui
```
- [PyPi](https://pypi.org/project/dpgui) (📥 12K / month):
- [PyPi](https://pypi.org/project/dpgui) (📥 14K / month):
```
pip install dpgui
```
Expand All @@ -279,20 +279,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/rid-kit
```
- [PyPi](https://pypi.org/project/rid-kit) (📥 70 / month):
- [PyPi](https://pypi.org/project/rid-kit) (📥 58 / month):
```
pip install rid-kit
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/GPUMD">GPUMD</a></b> (🥉12 · ⭐ 9) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 53 · ⏱️ 07.10.2025):

```
git clone https://github.com/deepmodeling/GPUMD
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/deepmodeling_sphinx">deepmodeling_sphinx</a></b> (🥉12 · ⭐ 3 · 📈) - Sphinx extension for DeepModeling projects. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/deepmodeling_sphinx">deepmodeling_sphinx</a></b> (🥉12 · ⭐ 3) - Sphinx extension for DeepModeling projects. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/deepmodeling_sphinx) (👨‍💻 8 · 🔀 6 · ⏱️ 12.11.2025):

Expand All @@ -304,14 +296,22 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
pip install deepmodeling_sphinx
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/GPUMD">GPUMD</a></b> (🥉11 · ⭐ 9 · 📉) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 53 · ⏱️ 07.10.2025):

```
git clone https://github.com/deepmodeling/GPUMD
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/fealpy">fealpy</a></b> (🥉11 · ⭐ 6 · 💤) - Finite Element Analysis Library in Python. <code>Unlicensed</code></summary>

- [GitHub](https://github.com/deepmodeling/fealpy) (👨‍💻 69 · 🔀 2 · ⏱️ 28.04.2025):

```
git clone https://github.com/deepmodeling/fealpy
```
- [PyPi](https://pypi.org/project/fealpy) (📥 2.3K / month):
- [PyPi](https://pypi.org/project/fealpy) (📥 3.8K / month):
```
pip install fealpy
```
Expand All @@ -323,21 +323,21 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
```
git clone https://github.com/deepmodeling/dpti
```
- [PyPi](https://pypi.org/project/dpti) (📥 33 / month):
- [PyPi](https://pypi.org/project/dpti) (📥 42 / month):
```
pip install dpti
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/args">args</a></b> (🥉10 · ⭐ 2) - DeepModeling dargs arguments generation. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/fpop">fpop</a></b> (🥉10 · ⭐ 3 · 💤) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025):
- [GitHub](https://github.com/deepmodeling/fpop) (👨‍💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024):

```
git clone https://github.com/deepmodeling/args
git clone https://github.com/deepmodeling/fpop
```
- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 170 / month):
- [PyPi](https://pypi.org/project/fpop) (📥 1.9K / month):
```
npm install @deepmodeling/args
pip install fpop
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/deepks-kit">DeePKS-kit</a></b> (🥉9 · ⭐ 110 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
Expand All @@ -348,27 +348,27 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
git clone https://github.com/deepmodeling/deepks-kit
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/AIS-Square">AIS-Square</a></b> (🥉9 · ⭐ 14) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/AIS-Square">AIS-Square</a></b> (🥉9 · ⭐ 15) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨‍💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 13.11.2025):
- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨‍💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 17.11.2025):

```
git clone https://github.com/deepmodeling/AIS-Square
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/fpop">fpop</a></b> (🥉9 · ⭐ 3 · 💤) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/args">args</a></b> (🥉9 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/fpop) (👨‍💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024):
- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025):

```
git clone https://github.com/deepmodeling/fpop
git clone https://github.com/deepmodeling/args
```
- [PyPi](https://pypi.org/project/fpop) (📥 1.1K / month):
- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 79 / month):
```
pip install fpop
npm install @deepmodeling/args
```
</details>
<details><summary><b><a href="https://github.com/deepmodeling/community">community</a></b> (🥉8 · ⭐ 89) - DeepModeling community content. <code>Unlicensed</code></summary>
<details><summary><b><a href="https://github.com/deepmodeling/community">community</a></b> (🥉8 · ⭐ 88) - DeepModeling community content. <code>Unlicensed</code></summary>

- [GitHub](https://github.com/deepmodeling/community) (👨‍💻 19 · 🔀 23 · ⏱️ 03.11.2025):

Expand All @@ -378,7 +378,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/blog">Blog</a></b> (🥉8 · ⭐ 3) - DeepModeling Blog. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>

- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 11 · 🔀 9 · ⏱️ 05.11.2025):
- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 11 · 🔀 9 · ⏱️ 16.11.2025):

```
git clone https://github.com/deepmodeling/blog
Expand Down Expand Up @@ -406,7 +406,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
</details>
<details><summary><b><a href="https://github.com/deepmodeling/tbplas">tbplas</a></b> (🥉6 · ⭐ 14 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). <code>Unlicensed</code></summary>

- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 5 · ⏱️ 17.01.2024):
- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 6 · ⏱️ 17.01.2024):

```
git clone https://github.com/deepmodeling/tbplas
Expand Down
14 changes: 14 additions & 0 deletions history/2025-11-20_changes.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,14 @@
## 📈 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._

- <b><a href="https://github.com/deepmodeling/dargs">dargs</a></b> (🥈17 · ⭐ 6 · 📈) - Argument processing for the deep modeling project. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/deepmodeling/fpop">fpop</a></b> (🥉10 · ⭐ 3 · 💤) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>

## 📉 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._

- <b><a href="https://github.com/deepmodeling/GPUMD">GPUMD</a></b> (🥉11 · ⭐ 9 · 📉) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code>
- <b><a href="https://github.com/deepmodeling/args">args</a></b> (🥉9 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>

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