diff --git a/README.md b/README.md
index a6da93c..e0fa622 100644
--- a/README.md
+++ b/README.md
@@ -46,16 +46,16 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
DeePMD-kit (🥇29 · ⭐ 1.8K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 83 · 🔀 550 · 📥 61K · 📦 38 · 📋 930 - 8% open · ⏱️ 23.09.2025):
+- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 83 · 🔀 550 · 📥 62K · 📦 38 · 📋 930 - 8% open · ⏱️ 02.10.2025):
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 6K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 7.5K / month):
```
pip install deepmd-kit
```
-- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2.2M · ⏱️ 12.09.2025):
+- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2.2M · ⏱️ 01.10.2025):
```
conda install -c conda-forge deepmd-kit
```
@@ -63,30 +63,30 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
npm install deepmd-kit
```
-- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 4.3K · ⭐ 1 · ⏱️ 12.06.2025):
+- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 4.3K · ⭐ 1 · ⏱️ 02.10.2025):
```
docker pull deepmodeling/deepmd-kit
```
DP-GEN (🥇24 · ⭐ 360) - 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) (👨💻 72 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 23.09.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen) (👨💻 72 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 30.09.2025):
```
git clone https://github.com/deepmodeling/dpgen
```
-- [PyPi](https://pypi.org/project/dpgen) (📥 1.3K / month):
+- [PyPi](https://pypi.org/project/dpgen) (📥 1.5K / month):
```
pip install dpgen
```
-- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 44K · ⏱️ 07.08.2025):
+- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 45K · ⏱️ 07.08.2025):
```
conda install -c conda-forge dpgen
```
dpdata (🥇24 · ⭐ 220) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 23.09.2025):
+- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 30.09.2025):
```
git clone https://github.com/deepmodeling/dpdata
@@ -106,7 +106,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
ABACUS (🥇24 · ⭐ 210) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 130 · 🔀 140 · 📋 2.4K - 6% open · ⏱️ 25.09.2025):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 130 · 🔀 140 · 📋 2.4K - 6% open · ⏱️ 01.10.2025):
```
git clone https://github.com/deepmodeling/abacus-develop
@@ -116,14 +116,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
conda install -c conda-forge abacus
```
dpdispatcher (🥇24 · ⭐ 52 · 📈) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+dpdispatcher (🥇24 · ⭐ 52) - 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) (👨💻 48 · 🔀 56 · 📦 69 · 📋 95 - 18% open · ⏱️ 18.09.2025):
```
git clone https://github.com/deepmodeling/dpdispatcher
```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 8.4K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 11K / month):
```
pip install dpdispatcher
```
@@ -136,14 +136,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
docker pull dptechnology/dpdispatcher
```
reacnetgenerator (🥈19 · ⭐ 94 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+reacnetgenerator (🥈19 · ⭐ 94) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 19 · 🔀 41 · 📦 3 · 📋 130 - 5% open · ⏱️ 26.08.2025):
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.8K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.9K / month):
```
pip install reacnetgenerator
```
@@ -152,7 +152,19 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
conda install -c conda-forge reacnetgenerator
```
dflow (🥈19 · ⭐ 73 · 📈) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+DeePTB (🥈18 · ⭐ 87) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 12 · 🔀 23 · 📦 4 · 📋 53 - 33% open · ⏱️ 24.09.2025):
+
+ ```
+ git clone https://github.com/deepmodeling/DeePTB
+ ```
+- [PyPi](https://pypi.org/project/dptb) (📥 280 / month):
+ ```
+ pip install dptb
+ ```
+dflow (🥈18 · ⭐ 73 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/dflow) (👨💻 23 · 🔀 29 · 📋 36 - 36% open · ⏱️ 23.09.2025):
@@ -172,31 +184,19 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
docker pull dptechnology/dflow
```
DeePTB (🥈18 · ⭐ 87) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+JAX-FEM (🥈17 · ⭐ 490) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 12 · 🔀 23 · 📦 4 · 📋 53 - 33% open · ⏱️ 24.09.2025):
-
- ```
- git clone https://github.com/deepmodeling/DeePTB
- ```
-- [PyPi](https://pypi.org/project/dptb) (📥 240 / month):
- ```
- pip install dptb
- ```
-JAX-FEM (🥈17 · ⭐ 490 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 15 · 🔀 80 · 📦 3 · 📋 61 - 54% open · ⏱️ 25.09.2025):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 17 · 🔀 82 · 📦 3 · 📋 61 - 50% open · ⏱️ 02.10.2025):
```
git clone https://github.com/deepmodeling/jax-fem
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 460 / month):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 410 / month):
```
pip install jax-fem
```
DeepFlame (🥈17 · ⭐ 190 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
+DeepFlame (🥈17 · ⭐ 190) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 29 · 🔀 70 · 📋 56 - 42% open · ⏱️ 23.07.2025):
@@ -206,16 +206,16 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
DPGEN2 (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 18 · 🔀 35 · 📦 6 · 📋 44 - 36% open · ⏱️ 10.09.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 18 · 🔀 35 · 📦 6 · 📋 44 - 36% open · ⏱️ 30.09.2025):
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 85 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 98 / month):
```
pip install dpgen2
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 10.09.2025):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 30.09.2025):
```
docker pull dptechnology/dpgen2
```
@@ -227,11 +227,11 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 35K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 33K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 52K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 53K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dargs
```
@@ -243,7 +243,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
git clone https://github.com/deepmodeling/APEX
```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 390 / month):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 440 / month):
```
pip install apex-flow
```
@@ -267,26 +267,26 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
git clone https://github.com/deepmodeling/dpgui
```
-- [PyPi](https://pypi.org/project/dpgui) (📥 17K / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 12K / month):
```
pip install dpgui
```
rid-kit (🥉12 · ⭐ 50) - Reinforced dynamics. LGPL-3.0
+rid-kit (🥉12 · ⭐ 50 · 💤) - Reinforced dynamics. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 24 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
```
git clone https://github.com/deepmodeling/rid-kit
```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 75 / month):
+- [PyPi](https://pypi.org/project/rid-kit) (📥 88 / month):
```
pip install rid-kit
```
GPUMD (🥉11 · ⭐ 9) - Graphics Processing Units Molecular Dynamics. GPL-3.0
+GPUMD (🥉12 · ⭐ 9 · 📈) - Graphics Processing Units Molecular Dynamics. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/GPUMD) (👨💻 53 · ⏱️ 25.09.2025):
+- [GitHub](https://github.com/deepmodeling/GPUMD) (👨💻 53 · ⏱️ 29.09.2025):
```
git clone https://github.com/deepmodeling/GPUMD
@@ -299,19 +299,19 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 2.1K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.7K / month):
```
pip install deepmodeling_sphinx
```
fealpy (🥉10 · ⭐ 6 · 📈) - Finite Element Analysis Library in Python. Unlicensed
+fealpy (🥉10 · ⭐ 6) - Finite Element Analysis Library in Python. Unlicensed
- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 69 · 🔀 2 · ⏱️ 28.04.2025):
```
git clone https://github.com/deepmodeling/fealpy
```
-- [PyPi](https://pypi.org/project/fealpy) (📥 2.1K / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 3.2K / month):
```
pip install fealpy
```
@@ -323,57 +323,57 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
```
git clone https://github.com/deepmodeling/fpop
```
-- [PyPi](https://pypi.org/project/fpop) (📥 2.4K / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 2.5K / month):
```
pip install fpop
```
DeePKS-kit (🥉9 · ⭐ 110) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
+args (🥉10 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 36 · 📋 31 - 45% open · ⏱️ 28.04.2025):
+- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025):
```
- git clone https://github.com/deepmodeling/deepks-kit
+ git clone https://github.com/deepmodeling/args
```
-AIS-Square (🥉9 · ⭐ 14) - LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 15.09.2025):
-
+- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 160 / month):
```
- git clone https://github.com/deepmodeling/AIS-Square
+ npm install @deepmodeling/args
```
Blog (🥉9 · ⭐ 3 · 📉) - DeepModeling Blog. LGPL-3.0
+DeePKS-kit (🥉9 · ⭐ 110) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 10 · 🔀 9 · ⏱️ 11.08.2025):
+- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 37 · 📋 31 - 45% open · ⏱️ 28.04.2025):
```
- git clone https://github.com/deepmodeling/blog
+ git clone https://github.com/deepmodeling/deepks-kit
```
args (🥉9 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
+dpti (🥉9 · ⭐ 30 · 💤) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025):
+- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 15.03.2025):
```
- git clone https://github.com/deepmodeling/args
+ git clone https://github.com/deepmodeling/dpti
```
-- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 140 / month):
+- [PyPi](https://pypi.org/project/dpti) (📥 26 / month):
```
- npm install @deepmodeling/args
+ pip install dpti
```
dpti (🥉8 · ⭐ 29) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
+AIS-Square (🥉9 · ⭐ 14) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 15.03.2025):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 29.09.2025):
```
- git clone https://github.com/deepmodeling/dpti
+ git clone https://github.com/deepmodeling/AIS-Square
```
-- [PyPi](https://pypi.org/project/dpti) (📥 19 / month):
+Blog (🥉8 · ⭐ 3 · 📉) - DeepModeling Blog. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 10 · 🔀 9 · ⏱️ 30.09.2025):
+
```
- pip install dpti
+ git clone https://github.com/deepmodeling/blog
```
Uni-Fold (🥉7 · ⭐ 92 · 💤) - Apache-2
@@ -404,7 +404,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.4K
git clone https://github.com/deepmodeling/tutorials
```
tbplas (🥉6 · ⭐ 13 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
+tbplas (🥉6 · ⭐ 14 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
- [GitHub](https://github.com/deepmodeling/tbplas) (👨💻 10 · 🔀 5 · ⏱️ 17.01.2024):
diff --git a/history/2025-10-02_changes.md b/history/2025-10-02_changes.md
new file mode 100644
index 0000000..eda2270
--- /dev/null
+++ b/history/2025-10-02_changes.md
@@ -0,0 +1,15 @@
+## 📈 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._
+
+- GPUMD (🥉12 · ⭐ 9 · 📈) - Graphics Processing Units Molecular Dynamics. GPL-3.0
+- args (🥉10 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
+- dpti (🥉9 · ⭐ 30 · 💤) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. 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._
+
+- dflow (🥈18 · ⭐ 73 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+- Blog (🥉8 · ⭐ 3 · 📉) - DeepModeling Blog. LGPL-3.0
+
diff --git a/history/2025-10-02_projects.csv b/history/2025-10-02_projects.csv
new file mode 100644
index 0000000..f7b90a7
--- /dev/null
+++ b/history/2025-10-02_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 15:23:44,2025-10-02 09:57:59.589522,2025-10-02 05:36:37,3410,79.0,550.0,47.0,2540.0,79.0,850.0,1762,2025-09-30 18:02:36,3.1.1,61621.0,48895.0,59.0,A deep learning package for many-body potential energy representation and molecular dynamics.,38.0,38.0,83.0,https://pypi.org/project/deepmd-kit,7531.0,https://anaconda.org/conda-forge/deepmd-kit,2025-10-01 19:37:00.178,2184299.0,https://www.npmjs.com/package/deepmd-kit,2.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2025-10-02 09:57:59.589522,1.0,4328.0,29,True,others,1.0,
+1,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2025-09-30 04:45:21.000000,2025-09-30 04:45:19,2216,28.0,178.0,11.0,930.0,31.0,297.0,360,2025-08-07 07:42:12,0.13.2,1989.0,2209.0,21.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,8.0,8.0,72.0,https://pypi.org/project/dpgen,1482.0,https://anaconda.org/conda-forge/dpgen,2025-08-07 18:05:24.933,44768.0,,,,,,,24,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 13:24:23,2025-09-30 04:45:28.000000,2025-09-30 04:45:27,868,38.0,144.0,6.0,622.0,27.0,102.0,220,2025-08-03 10:54:49,0.2.25,,30197.0,41.0,A Python package for manipulating atomistic data of software in computational science.,147.0,147.0,67.0,https://pypi.org/project/dpdata,28423.0,https://anaconda.org/conda-forge/dpdata,2025-08-03 16:36:05.688,109536.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,651.0,24,True,others,1.0,
+3,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 04:04:52,2025-10-01 11:38:53.000000,2025-10-01 11:38:53,7432,102.0,145.0,10.0,4047.0,154.0,2205.0,214,2025-09-12 09:32:32,3.9.0.14,,18291.0,79.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,131.0,,,https://anaconda.org/conda-forge/abacus,2025-04-22 14:58:45.321,493883.0,,,,,,,24,True,others,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 05:14:37,2025-09-29 20:09:24.000000,2025-09-18 05:46:57,1123,18.0,56.0,5.0,429.0,18.0,77.0,52,2025-08-12 11:36:14,0.6.11,,13715.0,51.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,69.0,69.0,48.0,https://pypi.org/project/dpdispatcher,10509.0,https://anaconda.org/conda-forge/dpdispatcher,2025-08-12 16:38:13.635,33083.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2025-08-12 11:39:59.707718,,134135.0,24,True,others,1.0,
+5,reacnetgenerator,deepmodeling/reacnetgenerator,reacnetgenerator,conda-forge/reacnetgenerator,,,https://github.com/deepmodeling/reacnetgenerator,https://github.com/deepmodeling/reacnetgenerator,LGPL-3.0,2018-04-06 15:07:56,2025-09-29 20:34:54.000000,2025-08-26 11:40:49,2542,4.0,41.0,7.0,2242.0,7.0,124.0,94,2025-01-05 07:30:15,1.6.15,,12084.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,19.0,https://pypi.org/project/reacnetgenerator,1894.0,https://anaconda.org/conda-forge/reacnetgenerator,2025-04-22 14:57:18.750,662409.0,,,,,,,19,True,others,2.0,
+6,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2025-09-24 02:05:10.000000,2025-09-24 02:04:13,801,11.0,23.0,3.0,220.0,18.0,35.0,87,2025-05-07 14:02:40,2.2.0,,278.0,12.0,DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.,4.0,4.0,12.0,https://pypi.org/project/dptb,278.0,,,,,,,,,,18,True,others,2.0,
+7,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 08:14:36,2025-09-23 12:38:05.455745,2025-09-23 12:35:28,2273,38.0,29.0,1.0,912.0,13.0,23.0,73,2025-09-23 12:35:55,1.8.132,,342.0,100.0,Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..,,,23.0,https://pypi.org/project/dflow,,https://anaconda.org/conda-forge/dflow,,,,,https://hub.docker.com/r/dptechnology/dflow,2025-09-23 12:38:05.455745,,15419.0,18,True,others,2.0,-1.0
+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 15:20:54,2025-10-02 12:17:25.000000,2025-10-02 12:16:17,268,55.0,82.0,12.0,11.0,31.0,30.0,494,,,,411.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,17.0,https://pypi.org/project/jax-fem,411.0,,,,,,,,,,17,True,others,2.0,
+9,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2025-09-30 02:35:54.000000,2025-07-23 10:47:26,1176,5.0,70.0,8.0,509.0,24.0,32.0,189,2025-06-26 04:29:15,1.6.0,,,22.0,A deep learning empowered open-source platform for reacting flow simulations.,,,29.0,,,,,,,,,,,,17,True,others,2.0,
+10,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2025-09-30 04:46:19.917101,2025-09-30 04:44:34,344,9.0,35.0,6.0,266.0,16.0,28.0,40,2023-01-28 03:43:25,0.0.7,,191.0,7.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,18.0,https://pypi.org/project/dpgen2,98.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2025-09-30 04:46:19.917101,,4125.0,16,True,others,2.0,
+11,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2025-09-29 20:06:54.000000,2025-08-18 11:52:31,164,1.0,3.0,5.0,83.0,2.0,7.0,6,2024-11-21 03:25:26,0.4.10,,34407.0,31.0,Argument processing for the deep modeling project.,151.0,151.0,7.0,https://pypi.org/project/dargs,33430.0,https://anaconda.org/conda-forge/dargs,2025-04-22 14:57:50.542,52799.0,,,,,,,16,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 06:13:42,2025-05-07 07:41:26.000000,2025-04-10 13:16:14,621,,22.0,7.0,88.0,1.0,8.0,37,2024-05-06 10:01:52,1.2.0,,439.0,4.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,7.0,https://pypi.org/project/apex-flow,439.0,,,,,,,,,,14,True,others,2.0,
+13,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2025-09-13 02:27:07.000000,2025-08-06 00:16:18,438,2.0,47.0,9.0,177.0,9.0,19.0,180,2023-11-09 14:32:37,1.0.0,,118.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,16.0,,,https://anaconda.org/conda-forge/dmff,2025-04-22 14:58:55.028,2497.0,,,,,,,13,True,others,2.0,
+14,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2025-09-29 20:06:40.000000,2025-08-26 11:26:26,326,2.0,5.0,6.0,548.0,,1.0,8,2024-11-17 07:05:49,1.0.1.post0,,11962.0,5.0,A web-based GUI for user inputs.,13.0,13.0,4.0,https://pypi.org/project/dpgui,11962.0,,,,,,,,,,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 02:44:00,2025-03-31 04:23:22.000000,2025-03-31 04:21:54,477,,24.0,4.0,21.0,2.0,3.0,50,2024-05-14 03:25:35,0.6.4,148.0,90.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,88.0,,,,,,,,,,12,True,others,3.0,
+16,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2025-09-29 11:28:21.000000,2025-09-29 11:26:28,5804,204.0,,,,,,9,,,,,,Graphics Processing Units Molecular Dynamics.,,,53.0,,,,,,,,,,,,12,True,others,3.0,1.0
+17,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 00:19:06,2025-09-29 20:06:33.000000,2025-08-26 03:37:58,78,1.0,6.0,5.0,72.0,,,3,2025-03-22 17:20:41,0.3.1,,1744.0,25.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,1744.0,,,,,,,,,,11,True,others,3.0,
+18,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,,2.0,1.0,1.0,,,6,,,,3208.0,,Finite Element Analysis Library in Python.,,,69.0,https://pypi.org/project/fealpy,3208.0,,,,,,,,,,10,True,others,3.0,
+19,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,,12.0,9.0,25.0,4.0,,3,,,,2544.0,,,15.0,15.0,4.0,https://pypi.org/project/fpop,2544.0,,,,,,,,,,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 03:27:24,2025-09-08 15:23:12.000000,2025-08-12 05:43:10,86,3.0,2.0,5.0,63.0,,,2,2025-03-06 02:44:56,0.1.1,,158.0,18.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,158.0,,,,,10,True,others,3.0,1.0
+21,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,,37.0,13.0,47.0,14.0,17.0,113,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,9,True,others,3.0,
+22,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2025-09-29 20:07:08.000000,2025-03-15 19:50:12,432,,19.0,6.0,83.0,9.0,1.0,30,,,,26.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,17.0,https://pypi.org/project/dpti,26.0,,,,,,,,,,9,True,others,3.0,1.0
+23,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2025-09-29 05:57:28.000000,2025-09-29 05:57:28,1186,124.0,8.0,8.0,210.0,5.0,1.0,14,,,,,,,,,8.0,,,,,,,,,,,,9,True,others,3.0,
+24,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2025-09-30 03:04:13.000000,2025-09-30 03:04:12,372,5.0,9.0,6.0,322.0,,,3,,,,,,DeepModeling Blog.,,,10.0,,,,,,,,,,,,8,True,others,3.0,-1.0
+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,,19.0,5.0,2.0,,1.0,92,,,,25.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,1192.0,7,True,others,3.0,
+26,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2025-06-12 05:57:22.000000,2025-06-12 05:57:22,165,,24.0,10.0,51.0,,2.0,89,,,,,,DeepModeling community content.,,,19.0,,,,,,,,,,,,7,True,others,3.0,
+27,tutorials,deepmodeling/tutorials,,,,,https://github.com/deepmodeling/tutorials,https://github.com/deepmodeling/tutorials,,2022-03-07 06:19:19,2025-04-03 06:16:39.000000,2025-04-03 06:16:39,146,,23.0,5.0,67.0,1.0,3.0,15,,,,,,Tutorials for DeepModeling projects.,,,12.0,,,,,,,,,,,,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,,5.0,9.0,2.0,3.0,,14,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3.0,
+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.,,,8.0,,,,,,,,,,,,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,,15.0,9.0,29.0,,1.0,97,,,,,,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 13:22:19,2025-08-05 23:30:28.000000,2025-08-05 23:30:28,63,2.0,3.0,2.0,,,,6,2024-12-21 09:53:32,dpa-2-gfn2-xtb-tblite,6.0,0.0,1.0,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,,6.0,2.0,2.0,4.0,2.0,12,,,,,,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,,8.0,5.0,13.0,,,6,,,,,,,,,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,,3.0,1.0,6.0,,,4,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,4,True,others,3.0,
+35,LibRI,deepmodeling/LibRI,,,,,https://github.com/deepmodeling/LibRI,https://github.com/deepmodeling/LibRI,GPL-3.0,2023-04-19 02:10:20,2025-02-18 05:21:27.000000,2025-01-10 16:30:29,127,,1.0,2.0,1.0,2.0,1.0,6,,,,,,,,,3.0,,,,,,,,,,,,2,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,,,,,,,,,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,,2.0,4.0,1.0,,1.0,1,,,,,,,,,2.0,,,,,,,,,,,,-1,True,others,3.0,
diff --git a/latest-changes.md b/latest-changes.md
index acfecfe..eda2270 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,16 +2,14 @@
_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._
-- dpdispatcher (🥇24 · ⭐ 52 · 📈) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
-- dflow (🥈19 · ⭐ 73 · 📈) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
-- JAX-FEM (🥈17 · ⭐ 490 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
-- fealpy (🥉10 · ⭐ 6 · 📈) - Finite Element Analysis Library in Python. Unlicensed
+- GPUMD (🥉12 · ⭐ 9 · 📈) - Graphics Processing Units Molecular Dynamics. GPL-3.0
+- args (🥉10 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
+- dpti (🥉9 · ⭐ 30 · 💤) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. 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._
-- reacnetgenerator (🥈19 · ⭐ 94 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- DeepFlame (🥈17 · ⭐ 190 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-- Blog (🥉9 · ⭐ 3 · 📉) - DeepModeling Blog. LGPL-3.0
+- dflow (🥈18 · ⭐ 73 · 📉) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+- Blog (🥉8 · ⭐ 3 · 📉) - DeepModeling Blog. LGPL-3.0