Update best-of list for version 2025.07.17

Author: njzjz

README.md

@@ -51,31 +51,31 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/deepmd-kit
 	```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 14K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 18K / month):
 	```
 	pip install deepmd-kit
 	```
 - [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 2M · ⏱️ 11.06.2025):
 	```
 	conda install -c conda-forge deepmd-kit
 	```
-- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 28 / month):
+- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 30 / month):
 	```
 	npm install deepmd-kit
 	```
-- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 3.8K · ⭐ 1 · ⏱️ 12.06.2025):
+- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 3.9K · ⭐ 1 · ⏱️ 12.06.2025):
 	```
 	docker pull deepmodeling/deepmd-kit
 	```
 </details>
 <details><summary><b><a href="https://github.com/deepmodeling/abacus-develop">ABACUS</a></b> (🥇24 ·  ⭐ 200) - 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) (👨‍💻 130 · 🔀 140 · 📋 2.3K - 5% open · ⏱️ 10.07.2025):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 130 · 🔀 140 · 📋 2.3K - 5% open · ⏱️ 14.07.2025):
 
 	```
 	git clone https://github.com/deepmodeling/abacus-develop
 	```
-- [Conda](https://anaconda.org/conda-forge/abacus) (📥 440K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/abacus) (📥 450K · ⏱️ 22.04.2025):
 	```
 	conda install -c conda-forge abacus
 	```
@@ -87,11 +87,11 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/dpgen
 	```
-- [PyPi](https://pypi.org/project/dpgen) (📥 590 / month):
+- [PyPi](https://pypi.org/project/dpgen) (📥 610 / month):
 	```
 	pip install dpgen
 	```
-- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 42K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 43K · ⏱️ 22.04.2025):
 	```
 	conda install -c conda-forge dpgen
 	```
@@ -103,15 +103,15 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/dpdata
 	```
-- [PyPi](https://pypi.org/project/dpdata) (📥 27K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 28K / month):
 	```
 	pip install dpdata
 	```
 - [Conda](https://anaconda.org/conda-forge/dpdata) (📥 100K · ⏱️ 22.04.2025):
 	```
 	conda install -c conda-forge dpdata
 	```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdata) (📥 640 · ⏱️ 02.06.2023):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdata) (📥 650 · ⏱️ 02.06.2023):
 	```
 	docker pull dptechnology/dpdata
 	```
@@ -123,7 +123,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/dpdispatcher
 	```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 1.6K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 1.4K / month):
 	```
 	pip install dpdispatcher
 	```
@@ -136,23 +136,23 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	docker pull dptechnology/dpdispatcher
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/reacnetgenerator">reacnetgenerator</a></b> (🥈20 ·  ⭐ 89 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/reacnetgenerator">reacnetgenerator</a></b> (🥈20 ·  ⭐ 90) - an automatic reaction network generator for reactive molecular dynamics simulation. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
 
 - [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨‍💻 19 · 🔀 41 · 📦 3 · 📋 130 - 5% open · ⏱️ 20.06.2025):
 
 	```
 	git clone https://github.com/deepmodeling/reacnetgenerator
 	```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 2.2K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 2.8K / month):
 	```
 	pip install reacnetgenerator
 	```
-- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 620K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 630K · ⏱️ 22.04.2025):
 	```
 	conda install -c conda-forge reacnetgenerator
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/dflow">dflow</a></b> (🥈19 ·  ⭐ 72) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/dflow">dflow</a></b> (🥈19 ·  ⭐ 71) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
 
 - [GitHub](https://github.com/deepmodeling/dflow) (👨‍💻 23 · 🔀 28 · 📋 36 - 38% open · ⏱️ 08.07.2025):
 
@@ -167,7 +167,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	conda install -c conda-forge dflow
 	```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 12K · ⏱️ 08.07.2025):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 13K · ⏱️ 08.07.2025):
 	```
 	docker pull dptechnology/dflow
 	```
@@ -180,14 +180,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	git clone https://github.com/deepmodeling/deepflame-dev
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/DeePTB">DeePTB</a></b> (🥈17 ·  ⭐ 81 · 📈) - 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> (🥈18 ·  ⭐ 82 · 📈) - 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) (👨‍💻 11 · 🔀 21 · 📦 4 · 📋 50 - 34% open · ⏱️ 30.06.2025):
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨‍💻 11 · 🔀 21 · 📦 4 · 📋 51 - 33% open · ⏱️ 12.07.2025):
 
 	```
 	git clone https://github.com/deepmodeling/DeePTB
 	```
-- [PyPi](https://pypi.org/project/dptb) (📥 130 / month):
+- [PyPi](https://pypi.org/project/dptb) (📥 170 / month):
 	```
 	pip install dptb
 	```
@@ -208,32 +208,32 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	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 ·  ⭐ 440 · 📈) - 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) (👨‍💻 15 · 🔀 33 · 📦 6 · 📋 35 - 34% open · ⏱️ 13.06.2025):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 10 · 🔀 74 · 📦 3 · 📋 55 - 56% open · ⏱️ 14.07.2025):
 
 	```
-	git clone https://github.com/deepmodeling/dpgen2
-	```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 87 / month):
-	```
-	pip install dpgen2
+	git clone https://github.com/deepmodeling/jax-fem
 	```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.9K · ⏱️ 13.06.2025):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 460 / month):
 	```
-	docker pull dptechnology/dpgen2
+	pip install jax-fem
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (🥈15 ·  ⭐ 430) - 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/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/jax-fem) (👨‍💻 10 · 🔀 73 · 📦 3 · 📋 55 - 56% open · ⏱️ 31.05.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 15 · 🔀 33 · 📦 6 · 📋 35 - 34% open · ⏱️ 11.07.2025):
 
 	```
-	git clone https://github.com/deepmodeling/jax-fem
+	git clone https://github.com/deepmodeling/dpgen2
 	```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 410 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 72 / month):
 	```
-	pip install jax-fem
+	pip install dpgen2
+	```
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4K · ⏱️ 11.07.2025):
+	```
+	docker pull dptechnology/dpgen2
 	```
 </details>
 <details><summary><b><a href="https://github.com/deepmodeling/APEX">APEX</a></b> (🥈15 ·  ⭐ 34) - APEX: Alloy Properties EXplorer using simulations. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
@@ -243,7 +243,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/APEX
 	```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 310 / month):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 240 / month):
 	```
 	pip install apex-flow
 	```
@@ -267,7 +267,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/dpgui
 	```
-- [PyPi](https://pypi.org/project/dpgui) (📥 27K / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 23K / month):
 	```
 	pip install dpgui
 	```
@@ -279,39 +279,39 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/deepmodeling_sphinx
 	```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.7K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.5K / month):
 	```
 	pip install deepmodeling_sphinx
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/rid-kit">rid-kit</a></b> (🥉12 ·  ⭐ 49 · 📈) - Reinforced dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/rid-kit">rid-kit</a></b> (🥉12 ·  ⭐ 49) - Reinforced dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
 
 - [GitHub](https://github.com/deepmodeling/rid-kit) (👨‍💻 14 · 🔀 23 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
 
 	```
 	git clone https://github.com/deepmodeling/rid-kit
 	```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 63 / 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 ·  ⭐ 8) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/GPUMD">GPUMD</a></b> (🥉11 ·  ⭐ 8 · 📉) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
 
 - [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 49 · ⏱️ 16.05.2025):
 
 	```
 	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>
+<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) (📥 560 / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 400 / month):
 	```
 	pip install fealpy
 	```
@@ -328,7 +328,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	npm install @deepmodeling/args
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/blog">Blog</a></b> (🥉10 ·  ⭐ 3 · 📈) - DeepModeling Blog. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/blog">Blog</a></b> (🥉10 ·  ⭐ 3) - DeepModeling Blog. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
 
 - [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 10 · 🔀 9 · ⏱️ 03.07.2025):
 
@@ -344,7 +344,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	git clone https://github.com/deepmodeling/community
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/deepks-kit">DeePKS-kit</a></b> (🥉8 ·  ⭐ 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>
+<details><summary><b><a href="https://github.com/deepmodeling/deepks-kit">DeePKS-kit</a></b> (🥉8 ·  ⭐ 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>
 
 - [GitHub](https://github.com/deepmodeling/deepks-kit) (👨‍💻 7 · 🔀 36 · 📋 30 - 43% open · ⏱️ 28.04.2025):
 
@@ -359,14 +359,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/dpti
 	```
-- [PyPi](https://pypi.org/project/dpti) (📥 14 / month):
+- [PyPi](https://pypi.org/project/dpti) (📥 6 / month):
 	```
 	pip install dpti
 	```
 </details>
 <details><summary><b><a href="https://github.com/deepmodeling/AIS-Square">AIS-Square</a></b> (🥉8 ·  ⭐ 13) -  <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 · ⏱️ 30.06.2025):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨‍💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 16.07.2025):
 
 	```
 	git clone https://github.com/deepmodeling/AIS-Square
@@ -379,7 +379,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/fpop
 	```
-- [PyPi](https://pypi.org/project/fpop) (📥 650 / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 430 / month):
 	```
 	pip install fpop
 	```
@@ -391,12 +391,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	```
 	git clone https://github.com/deepmodeling/Uni-Fold
 	```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 930 · ⏱️ 08.01.2024):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/unifold) (📥 950 · ⏱️ 08.01.2024):
 	```
 	docker pull dptechnology/unifold
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/tutorials">tutorials</a></b> (🥉6 ·  ⭐ 15 · 📉) - Tutorials for DeepModeling projects. <code>Unlicensed</code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/tutorials">tutorials</a></b> (🥉6 ·  ⭐ 15) - Tutorials for DeepModeling projects. <code>Unlicensed</code></summary>
 
 - [GitHub](https://github.com/deepmodeling/tutorials) (👨‍💻 11 · 🔀 23 · ⏱️ 03.04.2025):
 
@@ -428,9 +428,9 @@ This curated list contains 38 awesome open-source projects with a total of 4.2K
 	git clone https://github.com/deepmodeling/AI4Science101
 	```
 </details>
-<details><summary><b><a href="https://github.com/deepmodeling/DeePDih">DeePDih</a></b> (🥉5 ·  ⭐ 6 · 💤) - Deep Potential driven molecular dihedral scan toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
+<details><summary><b><a href="https://github.com/deepmodeling/DeePDih">DeePDih</a></b> (🥉5 ·  ⭐ 6) - Deep Potential driven molecular dihedral scan toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code></summary>
 
-- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 4 · ⏱️ 19.04.2024):
+- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 4 · ⏱️ 14.07.2025):
 
 	```
 	git clone https://github.com/deepmodeling/DeePDih

history/2025-07-17_changes.md

@@ -0,0 +1,13 @@
+## 📈 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/DeePTB">DeePTB</a></b> (🥈18 ·  ⭐ 82 · 📈) - 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>
+- <b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (🥈16 ·  ⭐ 440 · 📈) - Differentiable Finite Element Method with JAX. <code><a href="http://bit.ly/2M0xdwT">GPL-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 ·  ⭐ 8 · 📉) - Graphics Processing Units Molecular Dynamics. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code>
+