diff --git a/README.md b/README.md
index e4ad533..ca0aa31 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@
-This curated list contains 38 awesome open-source projects with a total of 4.9K 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 5.1K 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).
@@ -44,65 +44,81 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
-DeePMD-kit (🥇27 · ⭐ 1.9K · 📉) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+DeePMD-kit (🥇30 · ⭐ 2K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 84 · 🔀 580 · 📥 69K · 📋 1K - 10% open · ⏱️ 08.04.2026):
+- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 88 · 🔀 600 · 📥 73K · 📦 56 · 📋 1.1K - 13% open · ⏱️ 09.07.2026):
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 7.1K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit):
```
pip install deepmd-kit
```
-- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2.7M · ⏱️ 19.03.2026):
+- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2.9M · ⏱️ 07.06.2026):
```
conda install -c conda-forge deepmd-kit
```
-- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 15 / month):
+- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 49 / month):
```
npm install deepmd-kit
```
-- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 5.4K · ⭐ 1 · ⏱️ 05.04.2026):
+- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 6K · ⭐ 1 · ⏱️ 07.06.2026):
```
docker pull deepmodeling/deepmd-kit
```
dpdata (🥇27 · ⭐ 240 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+ABACUS (🥇27 · ⭐ 280 · 📈) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 67 · 🔀 150 · 📦 160 · 📋 140 - 20% open · ⏱️ 06.04.2026):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 160 · 🔀 230 · 📋 2.6K - 8% open · ⏱️ 08.07.2026):
+
+ ```
+ git clone https://github.com/deepmodeling/abacus-develop
+ ```
+- [Conda](https://anaconda.org/conda-forge/abacus) (📥 710K · ⏱️ 20.12.2025):
+ ```
+ conda install -c conda-forge abacus
+ ```
+dpdata (🥇26 · ⭐ 250 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 71 · 🔀 150 · 📦 160 · 📋 160 - 25% open · ⏱️ 07.07.2026):
```
git clone https://github.com/deepmodeling/dpdata
```
-- [PyPi](https://pypi.org/project/dpdata) (📥 72K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 120K / month):
```
pip install dpdata
```
-- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 120K · ⏱️ 01.03.2026):
+- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 130K · ⏱️ 07.05.2026):
```
conda install -c conda-forge dpdata
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdata) (📥 730 · ⏱️ 02.06.2023):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdata) (📥 740 · ⏱️ 02.06.2023):
```
docker pull dptechnology/dpdata
```
ABACUS (🥇25 · ⭐ 260) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
+DP-GEN (🥇24 · ⭐ 390) - 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/abacus-develop) (👨💻 150 · 🔀 220 · 📋 2.5K - 7% open · ⏱️ 09.04.2026):
+- [GitHub](https://github.com/deepmodeling/dpgen) (👨💻 75 · 🔀 190 · 📥 2.1K · 📦 8 · 📋 370 - 17% open · ⏱️ 02.07.2026):
```
- git clone https://github.com/deepmodeling/abacus-develop
+ git clone https://github.com/deepmodeling/dpgen
```
-- [Conda](https://anaconda.org/conda-forge/abacus) (📥 630K · ⏱️ 20.12.2025):
+- [PyPi](https://pypi.org/project/dpgen) (📥 800 / month):
```
- conda install -c conda-forge abacus
+ pip install dpgen
+ ```
+- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 54K · ⏱️ 13.05.2026):
+ ```
+ conda install -c conda-forge dpgen
```
dpdispatcher (🥇23 · ⭐ 57) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+dpdispatcher (🥈22 · ⭐ 58 · 📉) - 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) (👨💻 49 · 🔀 58 · 📦 70 · 📋 99 - 19% open · ⏱️ 29.03.2026):
+- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨💻 50 · 🔀 58 · 📦 70 · 📋 120 - 30% open · ⏱️ 01.07.2026):
```
git clone https://github.com/deepmodeling/dpdispatcher
@@ -111,7 +127,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
```
pip install dpdispatcher
```
-- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 42K · ⏱️ 25.02.2026):
+- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 47K · ⏱️ 25.02.2026):
```
conda install -c conda-forge dpdispatcher
```
@@ -120,263 +136,247 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
docker pull dptechnology/dpdispatcher
```
DP-GEN (🥈22 · ⭐ 380 · 📉) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0
+reacnetgenerator (🥈20 · ⭐ 99) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen) (👨💻 73 · 🔀 180 · 📥 2.1K · 📋 340 - 11% open · ⏱️ 06.04.2026):
+- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 20 · 🔀 45 · 📦 3 · 📋 140 - 13% open · ⏱️ 20.06.2026):
```
- git clone https://github.com/deepmodeling/dpgen
+ git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/dpgen) (📥 660 / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 690 / month):
```
- pip install dpgen
+ pip install reacnetgenerator
```
-- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 50K · ⏱️ 07.08.2025):
+- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 810K · ⏱️ 11.11.2025):
```
- conda install -c conda-forge dpgen
+ conda install -c conda-forge reacnetgenerator
```
reacnetgenerator (🥈20 · ⭐ 97) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+APEX (🥈18 · ⭐ 45 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 19 · 🔀 46 · 📦 3 · 📋 130 - 6% open · ⏱️ 15.03.2026):
+- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 15 · 🔀 27 · 📦 4 · ⏱️ 07.07.2026):
```
- git clone https://github.com/deepmodeling/reacnetgenerator
- ```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 2.5K / month):
- ```
- pip install reacnetgenerator
+ git clone https://github.com/deepmodeling/APEX
```
-- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 760K · ⏱️ 11.11.2025):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 310 / month):
```
- conda install -c conda-forge reacnetgenerator
+ pip install apex-flow
```
dargs (🥈18 · ⭐ 6) - Argument processing for the deep modeling project. LGPL-3.0
+dargs (🥈18 · ⭐ 7) - Argument processing for the deep modeling project. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dargs) (👨💻 8 · 🔀 4 · 📦 160 · 📋 14 - 21% open · ⏱️ 24.02.2026):
+- [GitHub](https://github.com/deepmodeling/dargs) (👨💻 8 · 🔀 4 · 📦 160 · 📋 32 - 65% open · ⏱️ 24.02.2026):
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 80K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 130K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 63K · ⏱️ 25.02.2026):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 70K · ⏱️ 25.02.2026):
```
conda install -c conda-forge dargs
```
DeepFlame (🥈17 · ⭐ 210) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
+JAX-FEM (🥈17 · ⭐ 710 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 30 · 🔀 75 · 📋 63 - 41% open · ⏱️ 14.02.2026):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 17 · 🔀 120 · 📦 4 · 📋 76 - 28% open · ⏱️ 05.07.2026):
```
- git clone https://github.com/deepmodeling/deepflame-dev
+ git clone https://github.com/deepmodeling/jax-fem
+ ```
+- [PyPi](https://pypi.org/project/jax-fem) (📥 1.3K / month):
+ ```
+ pip install jax-fem
```
dflow (🥈17 · ⭐ 81) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+DeepFlame (🥈17 · ⭐ 220) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/dflow) (👨💻 23 · 🔀 29 · 📋 36 - 36% open · ⏱️ 21.01.2026):
+- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 31 · 🔀 78 · 📋 64 - 40% open · ⏱️ 04.06.2026):
```
- git clone https://github.com/deepmodeling/dflow
- ```
-- [PyPi](https://pypi.org/project/dflow):
- ```
- pip install dflow
+ git clone https://github.com/deepmodeling/deepflame-dev
```
-- [Conda](https://anaconda.org/conda-forge/dflow):
+DeePTB (🥈17 · ⭐ 120 · 📈) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 15 · 🔀 31 · 📦 4 · 📋 79 - 46% open · ⏱️ 04.07.2026):
+
```
- conda install -c conda-forge dflow
+ git clone https://github.com/deepmodeling/DeePTB
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 18K · ⏱️ 21.01.2026):
+- [PyPi](https://pypi.org/project/dptb) (📥 470 / month):
```
- docker pull dptechnology/dflow
+ pip install dptb
```
DPGEN2 (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
+DPGEN2 (🥈17 · ⭐ 42) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 19 · 🔀 36 · 📦 6 · 📋 46 - 39% open · ⏱️ 04.04.2026):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 19 · 🔀 37 · 📦 6 · 📋 62 - 51% open · ⏱️ 23.06.2026):
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 94 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 210 / month):
```
pip install dpgen2
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.5K · ⏱️ 11.03.2026):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.7K · ⏱️ 23.06.2026):
```
docker pull dptechnology/dpgen2
```
APEX (🥈15 · ⭐ 45 · 💤) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+dflow (🥈15 · ⭐ 81 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 7 · 🔀 27 · 📦 4 · 📋 10 - 10% open · ⏱️ 10.04.2025):
+- [GitHub](https://github.com/deepmodeling/dflow) (👨💻 23 · 🔀 30 · 📋 36 - 36% open · ⏱️ 21.01.2026):
```
- git clone https://github.com/deepmodeling/APEX
+ git clone https://github.com/deepmodeling/dflow
```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 150 / month):
+- [PyPi](https://pypi.org/project/dflow):
```
- pip install apex-flow
+ pip install dflow
+ ```
+- [Conda](https://anaconda.org/conda-forge/dflow):
+ ```
+ conda install -c conda-forge dflow
+ ```
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 20K · ⏱️ 21.01.2026):
+ ```
+ docker pull dptechnology/dflow
```
DP-GUI (🥈15 · ⭐ 9 · 💤) - A web-based GUI for user inputs. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 13 · ⏱️ 26.08.2025):
+- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 15 · 📋 13 - 92% open · ⏱️ 26.08.2025):
```
git clone https://github.com/deepmodeling/dpgui
```
-- [PyPi](https://pypi.org/project/dpgui) (📥 68K / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 110K / month):
```
pip install dpgui
```
JAX-FEM (🥈14 · ⭐ 640) - Differentiable Finite Element Method with JAX. GPL-3.0
+DMFF (🥈13 · ⭐ 200) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 17 · 🔀 110 · 📦 3 · 📋 71 - 35% open · ⏱️ 08.02.2026):
+- [GitHub](https://github.com/deepmodeling/DMFF) (👨💻 17 · 🔀 49 · 📋 28 - 28% open · ⏱️ 07.04.2026):
```
- git clone https://github.com/deepmodeling/jax-fem
+ git clone https://github.com/deepmodeling/DMFF
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 620 / month):
+- [Conda](https://anaconda.org/conda-forge/dmff) (📥 3.5K · ⏱️ 22.04.2025):
```
- pip install jax-fem
+ conda install -c conda-forge dmff
```
DeePTB (🥈14 · ⭐ 100 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+GPUMD (🥉12 · ⭐ 13) - Graphics Processing Units Molecular Dynamics. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 15 · 🔀 29 · 📦 4 · 📋 60 - 33% open · ⏱️ 19.03.2026):
+- [GitHub](https://github.com/deepmodeling/GPUMD) (👨💻 61 · ⏱️ 09.06.2026):
```
- git clone https://github.com/deepmodeling/DeePTB
- ```
-- [PyPi](https://pypi.org/project/dptb) (📥 140 / month):
- ```
- pip install dptb
+ git clone https://github.com/deepmodeling/GPUMD
```
DMFF (🥈13 · ⭐ 190) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
+dpti (🥉11 · ⭐ 38) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/DMFF) (👨💻 17 · 🔀 46 · 📋 28 - 28% open · ⏱️ 07.04.2026):
+- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 23 · 📦 2 · 📋 38 - 97% open · ⏱️ 05.07.2026):
```
- git clone https://github.com/deepmodeling/DMFF
+ git clone https://github.com/deepmodeling/dpti
```
-- [Conda](https://anaconda.org/conda-forge/dmff) (📥 3.1K · ⏱️ 22.04.2025):
+- [PyPi](https://pypi.org/project/dpti) (📥 58 / month):
```
- conda install -c conda-forge dmff
+ pip install dpti
```
rid-kit (🥉12 · ⭐ 52 · 💤) - Reinforced dynamics. LGPL-3.0
+fealpy (🥉11 · ⭐ 6 · 💤) - Finite Element Analysis Library in Python. Unlicensed
-- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 25 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
+- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 69 · 🔀 2 · ⏱️ 28.04.2025):
```
- git clone https://github.com/deepmodeling/rid-kit
- ```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 58 / month):
+ git clone https://github.com/deepmodeling/fealpy
```
- pip install rid-kit
+- [PyPi](https://pypi.org/project/fealpy) (📥 1.6K / month):
```
-GPUMD (🥉12 · ⭐ 12) - Graphics Processing Units Molecular Dynamics. GPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/GPUMD) (👨💻 57 · ⏱️ 27.03.2026):
-
- ```
- git clone https://github.com/deepmodeling/GPUMD
+ pip install fealpy
```
deepmodeling_sphinx (🥉12 · ⭐ 3) - Sphinx extension for DeepModeling projects. LGPL-3.0
+deepmodeling_sphinx (🥉11 · ⭐ 2 · 📉) - Sphinx extension for DeepModeling projects. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmodeling_sphinx) (👨💻 8 · 🔀 6 · ⏱️ 12.11.2025):
+- [GitHub](https://github.com/deepmodeling/deepmodeling_sphinx) (👨💻 8 · 🔀 6 · 📋 13 - 92% open · ⏱️ 31.05.2026):
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 2.4K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 5.2K / month):
```
pip install deepmodeling_sphinx
```
dpti (🥉10 · ⭐ 35 · 💤) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
+rid-kit (🥉10 · ⭐ 52 · 💤) - Reinforced dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 23 · 📦 2 · 📋 10 - 90% open · ⏱️ 15.03.2025):
+- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 25 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
```
- git clone https://github.com/deepmodeling/dpti
+ git clone https://github.com/deepmodeling/rid-kit
```
-- [PyPi](https://pypi.org/project/dpti) (📥 25 / month):
+- [PyPi](https://pypi.org/project/rid-kit):
```
- pip install dpti
+ pip install rid-kit
```
fealpy (🥉10 · ⭐ 6 · 💤) - Finite Element Analysis Library in Python. Unlicensed
+DeePKS-kit (🥉9 · ⭐ 120 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 69 · 🔀 2 · ⏱️ 28.04.2025):
+- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 35 · 📋 31 - 45% open · ⏱️ 28.04.2025):
```
- git clone https://github.com/deepmodeling/fealpy
- ```
-- [PyPi](https://pypi.org/project/fealpy) (📥 450 / month):
- ```
- pip install fealpy
+ git clone https://github.com/deepmodeling/deepks-kit
```
DeePKS-kit (🥉9 · ⭐ 120 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
+Blog (🥉9 · ⭐ 3) - DeepModeling Blog. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 36 · 📋 31 - 45% open · ⏱️ 28.04.2025):
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 12 · 🔀 9 · ⏱️ 06.07.2026):
```
- git clone https://github.com/deepmodeling/deepks-kit
+ git clone https://github.com/deepmodeling/blog
```
fpop (🥉9 · ⭐ 3 · 💤) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024):
+- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 12 · 📦 18 · ⏱️ 01.07.2024):
```
git clone https://github.com/deepmodeling/fpop
```
-- [PyPi](https://pypi.org/project/fpop) (📥 340 / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 440 / month):
```
pip install fpop
```
args (🥉9 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
+args (🥉9 · ⭐ 2 · 💤) - DeepModeling dargs arguments generation. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 15.12.2025):
```
git clone https://github.com/deepmodeling/args
```
-- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 32 / month):
+- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 85 / month):
```
npm install @deepmodeling/args
```
AIS-Square (🥉8 · ⭐ 15) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 03.04.2026):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 9 · 📋 6 - 83% open · ⏱️ 26.06.2026):
```
git clone https://github.com/deepmodeling/AIS-Square
```
Blog (🥉8 · ⭐ 3) - DeepModeling Blog. LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 11 · 🔀 10 · ⏱️ 04.02.2026):
-
- ```
- git clone https://github.com/deepmodeling/blog
- ```
-community (🥉7 · ⭐ 93) - DeepModeling community content. Unlicensed
+community (🥉7 · ⭐ 95 · 💤) - DeepModeling community content. Unlicensed
- [GitHub](https://github.com/deepmodeling/community) (👨💻 20 · 🔀 24 · ⏱️ 25.12.2025):
@@ -391,12 +391,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
```
git clone https://github.com/deepmodeling/Uni-Fold
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 1.5K · ⏱️ 08.01.2024):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 1.6K · ⏱️ 08.01.2024):
```
docker pull dptechnology/unifold
```
tbplas (🥉6 · ⭐ 17 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
+tbplas (🥉6 · ⭐ 18 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
- [GitHub](https://github.com/deepmodeling/tbplas) (👨💻 10 · 🔀 6 · ⏱️ 17.01.2024):
@@ -404,9 +404,9 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
git clone https://github.com/deepmodeling/tbplas
```
tutorials (🥉6 · ⭐ 16) - Tutorials for DeepModeling projects. Unlicensed
+tutorials (🥉6 · ⭐ 17) - Tutorials for DeepModeling projects. Unlicensed
-- [GitHub](https://github.com/deepmodeling/tutorials) (👨💻 12 · 🔀 24 · 📋 4 - 25% open · ⏱️ 11.03.2026):
+- [GitHub](https://github.com/deepmodeling/tutorials) (👨💻 12 · 🔀 23 · 📋 4 - 25% open · ⏱️ 11.03.2026):
```
git clone https://github.com/deepmodeling/tutorials
@@ -444,9 +444,9 @@ This curated list contains 38 awesome open-source projects with a total of 4.9K
git clone https://github.com/deepmodeling/DeepH-pack
```
DeePDih (🥉4 · ⭐ 6 · 📉) - Deep Potential driven molecular dihedral scan toolkit. MIT
+DeePDih (🥉4 · ⭐ 6) - Deep Potential driven molecular dihedral scan toolkit. MIT
-- [GitHub](https://github.com/deepmodeling/DeePDih) (👨💻 2 · 🔀 3 · 📥 7 · ⏱️ 07.04.2026):
+- [GitHub](https://github.com/deepmodeling/DeePDih) (👨💻 2 · 🔀 3 · 📥 8 · ⏱️ 07.04.2026):
```
git clone https://github.com/deepmodeling/DeePDih
diff --git a/history/2026-07-09_changes.md b/history/2026-07-09_changes.md
new file mode 100644
index 0000000..40f5a21
--- /dev/null
+++ b/history/2026-07-09_changes.md
@@ -0,0 +1,20 @@
+## 📈 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._
+
+- DeePMD-kit (🥇30 · ⭐ 2K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- ABACUS (🥇27 · ⭐ 280 · 📈) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
+- APEX (🥈18 · ⭐ 45 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+- JAX-FEM (🥈17 · ⭐ 710 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
+- DeePTB (🥈17 · ⭐ 120 · 📈) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+
+## 📉 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._
+
+- dpdata (🥇26 · ⭐ 250 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- dpdispatcher (🥈22 · ⭐ 58 · 📉) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+- dflow (🥈15 · ⭐ 81 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+- deepmodeling_sphinx (🥉11 · ⭐ 2 · 📉) - Sphinx extension for DeepModeling projects. LGPL-3.0
+- rid-kit (🥉10 · ⭐ 52 · 💤) - Reinforced dynamics. LGPL-3.0
+
diff --git a/history/2026-07-09_projects.csv b/history/2026-07-09_projects.csv
new file mode 100644
index 0000000..5438d13
--- /dev/null
+++ b/history/2026-07-09_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,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,pypi_monthly_downloads
+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 15:23:44,2026-07-09 16:01:58.000000,2026-07-09 10:30:00,3829,189.0,602.0,47.0,3046.0,151.0,968.0,1980,2026-03-19 09:37:17,3.1.3,73051.0,47292.0,62.0,A deep learning package for many-body potential energy representation and molecular dynamics.,56.0,56.0,88,https://pypi.org/project/deepmd-kit,https://anaconda.org/conda-forge/deepmd-kit,2026-06-07 10:09:31.065,2915178.0,https://www.npmjs.com/package/deepmd-kit,49.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2026-06-07 12:16:36.241892,1.0,6030.0,30,True,others,1,3.0,
+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 04:04:52,2026-07-08 12:58:08.000000,2026-07-08 12:58:07,7915,176.0,234.0,10.0,4800.0,234.0,2405.0,279,2026-06-27 08:41:58,3.11.0-beta5,,19653.0,97.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,160,,https://anaconda.org/conda-forge/abacus,2025-12-20 09:51:19.492,707513.0,,,,,,,27,True,others,1,2.0,
+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 13:24:23,2026-07-07 14:25:19.000000,2026-07-07 14:25:19,946,19.0,154.0,6.0,698.0,41.0,120.0,253,2026-05-07 13:32:49,1.0.2,,118848.0,44.0,A Python package for manipulating atomistic data of software in computational science.,163.0,163.0,71,https://pypi.org/project/dpdata,https://anaconda.org/conda-forge/dpdata,2026-05-07 19:44:41.918,132293.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,743.0,26,True,others,1,-1.0,116977.0
+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 11:43:56,2026-07-02 15:20:43.000000,2026-07-02 15:20:42,2255,12.0,188.0,9.0,971.0,65.0,301.0,392,2026-05-12 17:41:50,0.13.3,2105.0,1557.0,22.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,8.0,8.0,75,https://pypi.org/project/dpgen,https://anaconda.org/conda-forge/dpgen,2026-05-13 09:42:35.071,53783.0,,,,,,,24,True,others,1,,795.0
+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 05:14:37,2026-07-01 02:09:57.000000,2026-07-01 02:09:55,1163,6.0,58.0,4.0,476.0,36.0,81.0,58,2026-03-29 17:31:30,1.0.3,,6115.0,56.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,70.0,70.0,50,https://pypi.org/project/dpdispatcher,https://anaconda.org/conda-forge/dpdispatcher,2026-02-25 23:31:49.645,47396.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2026-03-29 17:36:27.626936,,151883.0,22,True,others,2,-1.0,2819.0
+5,reacnetgenerator,deepmodeling/reacnetgenerator,reacnetgenerator,conda-forge/reacnetgenerator,,,https://github.com/deepmodeling/reacnetgenerator,https://github.com/deepmodeling/reacnetgenerator,LGPL-3.0,2018-04-06 15:07:56,2026-06-29 20:29:36.000000,2026-06-20 18:13:39,2576,16.0,45.0,6.0,2288.0,20.0,124.0,99,2025-01-05 07:30:15,1.6.15,,11625.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,20,https://pypi.org/project/reacnetgenerator,https://anaconda.org/conda-forge/reacnetgenerator,2025-11-11 16:14:11.843,809321.0,,,,,,,20,True,others,2,,689.0
+6,APEX,deepmodeling/APEX,apex-flow,,,,https://github.com/deepmodeling/APEX,https://github.com/deepmodeling/APEX,LGPL-3.0,2023-04-20 06:13:42,2026-07-07 11:09:25.000000,2026-07-07 10:51:56,790,103.0,27.0,7.0,111.0,,10.0,45,2026-06-06 16:23:40,1.3.0,,314.0,5.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,15,https://pypi.org/project/apex-flow,,,,,,,,,,18,True,others,2,3.0,314.0
+7,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2026-06-29 20:29:22.000000,2026-02-24 10:51:44,175,,4.0,5.0,98.0,21.0,11.0,7,2026-02-24 10:55:05,0.5.0.post0,,132817.0,34.0,Argument processing for the deep modeling project.,162.0,162.0,8,https://pypi.org/project/dargs,https://anaconda.org/conda-forge/dargs,2026-02-25 05:33:17.014,69760.0,,,,,,,18,True,others,2,,131710.0
+8,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 15:20:54,2026-07-05 03:24:05.000000,2026-07-05 03:19:43,297,23.0,122.0,15.0,15.0,22.0,54.0,710,,,,1334.0,,Differentiable Finite Element Method with JAX.,4.0,4.0,17,https://pypi.org/project/jax-fem,,,,,,,,,,17,True,others,2,3.0,1334.0
+9,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2026-06-04 07:16:50.000000,2026-06-04 07:16:49,1197,16.0,78.0,8.0,520.0,26.0,38.0,217,2026-01-28 10:56:30,2.0.0,,,23.0,A deep learning empowered open-source platform for reacting flow simulations.,,,31,,,,,,,,,,,17,True,others,2,,
+10,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2026-07-04 04:20:01.000000,2026-07-04 04:18:51,868,29.0,31.0,2.0,274.0,37.0,42.0,116,2026-06-20 09:05:16,2.2.1,,474.0,13.0,DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.,4.0,4.0,15,https://pypi.org/project/dptb,,,,,,,,,,17,True,others,2,3.0,474.0
+11,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2026-07-06 14:15:36.000000,2026-06-23 00:57:09,365,8.0,37.0,6.0,293.0,32.0,30.0,42,2026-06-18 07:40:04,0.1.0,,301.0,8.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,19,https://pypi.org/project/dpgen2,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2026-06-23 00:58:47.581499,,4678.0,17,True,others,2,,213.0
+12,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 08:14:36,2026-01-21 07:08:16.591515,2026-01-21 07:05:50,2277,,30.0,1.0,914.0,13.0,23.0,81,2026-01-21 07:06:16,1.8.133,,372.0,100.0,Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..,,,23,https://pypi.org/project/dflow,https://anaconda.org/conda-forge/dflow,,,,,https://hub.docker.com/r/dptechnology/dflow,2026-01-21 07:08:16.591515,,20140.0,15,True,others,2,-2.0,
+13,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2026-06-29 20:29:31.000000,2025-08-26 11:26:26,326,,5.0,5.0,554.0,12.0,1.0,9,2024-11-17 07:05:49,1.0.1.post0,,111907.0,5.0,A web-based GUI for user inputs.,15.0,15.0,4,https://pypi.org/project/dpgui,,,,,,,,,,15,True,others,2,,111907.0
+14,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2026-04-07 01:20:04.000000,2026-04-07 00:52:04,441,,49.0,8.0,182.0,8.0,20.0,198,2023-11-09 14:32:37,1.0.0,,116.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,17,,https://anaconda.org/conda-forge/dmff,2025-04-22 14:58:55.028,3490.0,,,,,,,13,True,others,2,,
+15,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2026-06-09 14:34:09.000000,2026-06-09 13:28:02,6867,273.0,,,,,,13,,,,,,Graphics Processing Units Molecular Dynamics.,,,61,,,,,,,,,,,12,True,others,3,,
+16,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2026-07-05 00:37:47.000000,2026-07-05 00:37:47,453,21.0,23.0,7.0,111.0,37.0,1.0,38,,,,58.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,17,https://pypi.org/project/dpti,,,,,,,,,,11,True,others,3,,58.0
+17,fealpy,deepmodeling/fealpy,fealpy,,,,https://github.com/deepmodeling/fealpy,https://github.com/deepmodeling/fealpy,,2023-04-10 03:58:57,2025-05-09 01:36:48.000000,2025-04-28 09:12:41,9611,,2.0,,1.0,,,6,,,,1605.0,,Finite Element Analysis Library in Python.,,,69,https://pypi.org/project/fealpy,,,,,,,,,,11,True,others,3,,1605.0
+18,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 00:19:06,2026-06-29 20:29:21.000000,2026-05-31 18:45:20,86,5.0,6.0,5.0,80.0,12.0,1.0,2,2026-05-31 18:46:03,0.4.1,,5209.0,28.0,Sphinx extension for DeepModeling projects.,,,8,https://pypi.org/project/deepmodeling_sphinx,,,,,,,,,,11,True,others,3,-1.0,5209.0
+19,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 02:44:00,2025-03-31 04:23:22.000000,2025-03-31 04:21:54,477,,25.0,4.0,21.0,2.0,3.0,52,2024-05-14 03:25:35,0.6.4,148.0,2.0,5.0,Reinforced dynamics.,2.0,2.0,14,https://pypi.org/project/rid-kit,,,,,,,,,,10,True,others,3,-2.0,
+20,DeePKS-kit,deepmodeling/deepks-kit,,,,,https://github.com/deepmodeling/deepks-kit,https://github.com/deepmodeling/deepks-kit,LGPL-3.0,2020-07-29 03:27:50,2025-04-28 21:22:59.000000,2025-04-28 21:22:58,385,,35.0,13.0,47.0,14.0,17.0,118,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7,,,,,,,,,,,9,True,others,3,,
+21,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2026-07-06 03:50:03.000000,2026-07-06 03:50:01,404,15.0,9.0,6.0,357.0,,,3,,,,,,DeepModeling Blog.,,,12,,,,,,,,,,,9,True,others,3,,
+22,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,,12.0,9.0,26.0,10.0,,3,,,,436.0,,,18.0,18.0,4,https://pypi.org/project/fpop,,,,,,,,,,9,True,others,3,,436.0
+23,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2026-05-19 00:39:45.000000,2025-12-15 15:39:22,88,,2.0,4.0,74.0,,,2,2025-03-06 02:44:56,0.1.1,,85.0,18.0,DeepModeling dargs arguments generation.,5.0,5.0,3,,,,,https://www.npmjs.com/package/@deepmodeling/args,85.0,,,,,9,True,others,3,,
+24,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2026-06-26 09:31:29.000000,2026-06-26 09:31:28,1306,26.0,9.0,8.0,211.0,5.0,1.0,15,,,,,,,,,8,,,,,,,,,,,8,True,others,3,,
+25,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2025-12-25 02:14:41.000000,2025-12-25 02:14:41,179,,24.0,10.0,56.0,,2.0,95,,,,,,DeepModeling community content.,,,20,,,,,,,,,,,7,True,others,3,,
+26,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,,19.0,5.0,2.0,,1.0,93,,,,29.0,,,,,3,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,1609.0,7,True,others,3,,
+27,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,,6.0,9.0,2.0,26.0,,18,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10,,,,,,,,,,,6,True,others,3,,
+28,tutorials,deepmodeling/tutorials,,,,,https://github.com/deepmodeling/tutorials,https://github.com/deepmodeling/tutorials,,2022-03-07 06:19:19,2026-03-11 03:01:34.000000,2026-03-11 02:48:33,147,,23.0,4.0,72.0,1.0,3.0,17,,,,,,Tutorials for DeepModeling projects.,,,12,,,,,,,,,,,6,True,others,3,,
+29,docs,deepmodeling/docs,,,,,https://github.com/deepmodeling/docs,https://github.com/deepmodeling/docs,LGPL-3.0,2021-07-05 00:32:29,2024-10-28 21:42:38.000000,2024-10-28 21:42:38,28,,7.0,5.0,24.0,,,3,,,,,,The home page of DeepModeling documentation.,,,8,,,,,,,,,,,6,True,others,3,,
+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,,16.0,9.0,29.0,,1.0,102,,,,,,AI for Science.,,,5,,,,,,,,,,,5,True,others,3,,
+31,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,,3.0,,6.0,,,3,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7,,,,,,,,,,,5,True,others,3,,
+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,,6.0,1.0,2.0,4.0,2.0,14,,,,,,Deep neural networks for density functional theory Hamiltonian.,,,6,,,,,,,,,,,4,True,others,3,,
+33,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2026-04-07 09:18:59.000000,2026-04-07 09:18:53,65,,3.0,2.0,,,,6,2024-12-21 09:53:32,dpa-2-gfn2-xtb-tblite,8.0,0.0,1.0,Deep Potential driven molecular dihedral scan toolkit.,,,2,,,,,,,,,,,4,True,others,3,,
+34,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,,8.0,5.0,14.0,,,6,,,,,,,,,4,,,,,,,,,,,4,True,others,3,,
+35,LibRI,deepmodeling/LibRI,,,,,https://github.com/deepmodeling/LibRI,https://github.com/deepmodeling/LibRI,GPL-3.0,2023-04-19 02:10:20,2025-02-18 05:21:27.000000,2025-01-10 16:30:29,127,,1.0,1.0,1.0,2.0,1.0,6,,,,,,,,,3,,,,,,,,,,,2,True,others,3,,
+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,,2.0,,1.0,,,1,,,,,,,,,2,,,,,,,,,,,1,True,others,3,,
+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,,2.0,4.0,1.0,,1.0,1,,,,,,,,,2,,,,,,,,,,,-1,True,others,3,,
diff --git a/latest-changes.md b/latest-changes.md
index f476623..40f5a21 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,15 +2,19 @@
_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 (🥇27 · ⭐ 240 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
-- APEX (🥈15 · ⭐ 45 · 💤) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+- DeePMD-kit (🥇30 · ⭐ 2K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- ABACUS (🥇27 · ⭐ 280 · 📈) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
+- APEX (🥈18 · ⭐ 45 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+- JAX-FEM (🥈17 · ⭐ 710 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
+- DeePTB (🥈17 · ⭐ 120 · 📈) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
## 📉 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._
-- DeePMD-kit (🥇27 · ⭐ 1.9K · 📉) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- DP-GEN (🥈22 · ⭐ 380 · 📉) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0
-- DeePTB (🥈14 · ⭐ 100 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
-- DeePDih (🥉4 · ⭐ 6 · 📉) - Deep Potential driven molecular dihedral scan toolkit. MIT
+- dpdata (🥇26 · ⭐ 250 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- dpdispatcher (🥈22 · ⭐ 58 · 📉) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+- dflow (🥈15 · ⭐ 81 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+- deepmodeling_sphinx (🥉11 · ⭐ 2 · 📉) - Sphinx extension for DeepModeling projects. LGPL-3.0
+- rid-kit (🥉10 · ⭐ 52 · 💤) - Reinforced dynamics. LGPL-3.0