diff --git a/README.md b/README.md
index 121fd4d..158bbb2 100644
--- a/README.md
+++ b/README.md
@@ -44,18 +44,18 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
-DeePMD-kit (🥇26 · ⭐ 1.5K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+DeePMD-kit (🥇28 · ⭐ 1.5K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 69 · 🔀 490 · 📥 43K · 📦 20 · 📋 820 - 8% open · ⏱️ 17.09.2024):
+- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 70 · 🔀 500 · 📥 43K · 📦 20 · 📋 820 - 8% open · ⏱️ 19.11.2024):
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 8.4K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 8.6K / month):
```
pip install deepmd-kit
```
-- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.2M · ⏱️ 03.11.2024):
+- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.2M · ⏱️ 15.11.2024):
```
conda install -c conda-forge deepmd-kit
```
@@ -63,19 +63,19 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
```
npm install deepmd-kit
```
-- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 2.9K · ⭐ 1 · ⏱️ 27.07.2024):
+- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 2.9K · ⭐ 1 · ⏱️ 15.11.2024):
```
docker pull deepmodeling/deepmd-kit
```
ABACUS (🥇26 · ⭐ 170) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 120 · 🔀 130 · 📋 2K - 7% open · ⏱️ 14.11.2024):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 120 · 🔀 140 · 📋 2K - 7% open · ⏱️ 21.11.2024):
```
git clone https://github.com/deepmodeling/abacus-develop
```
-- [Conda](https://anaconda.org/conda-forge/abacus) (📥 230K · ⏱️ 10.11.2024):
+- [Conda](https://anaconda.org/conda-forge/abacus) (📥 230K · ⏱️ 19.11.2024):
```
conda install -c conda-forge abacus
```
@@ -87,11 +87,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
```
git clone https://github.com/deepmodeling/dpdata
```
-- [PyPi](https://pypi.org/project/dpdata) (📥 75K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 72K / month):
```
pip install dpdata
```
-- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 81K · ⏱️ 21.09.2024):
+- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 82K · ⏱️ 21.09.2024):
```
conda install -c conda-forge dpdata
```
@@ -102,12 +102,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
dpdispatcher (🥇24 · ⭐ 45) - 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) (👨💻 47 · 🔀 54 · 📦 53 · 📋 79 - 20% open · ⏱️ 28.10.2024):
+- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨💻 47 · 🔀 54 · 📦 53 · 📋 80 - 21% open · ⏱️ 20.11.2024):
```
git clone https://github.com/deepmodeling/dpdispatcher
```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 5.5K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 5.7K / month):
```
pip install dpdispatcher
```
@@ -138,12 +138,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
reacnetgenerator (🥈21 · ⭐ 67) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 39 · 📦 3 · 📋 120 - 4% open · ⏱️ 12.11.2024):
+- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 39 · 📦 3 · 📋 120 - 4% open · ⏱️ 20.11.2024):
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 5.8K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 7.2K / month):
```
pip install reacnetgenerator
```
@@ -172,83 +172,95 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
docker pull dptechnology/dflow
```
dargs (🥈18 · ⭐ 5) - Argument processing for the deep modeling project. LGPL-3.0
+dargs (🥈19 · ⭐ 5 · 📈) - Argument processing for the deep modeling project. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dargs) (👨💻 7 · 🔀 3 · 📦 130 · 📋 9 - 33% open · ⏱️ 28.10.2024):
+- [GitHub](https://github.com/deepmodeling/dargs) (👨💻 7 · 🔀 3 · 📦 130 · 📋 9 - 22% open · ⏱️ 21.11.2024):
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 99K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 110K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 34K · ⏱️ 15.07.2024):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 34K · ⏱️ 21.11.2024):
```
conda install -c conda-forge dargs
```
DeepFlame (🥈17 · ⭐ 140) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 24 · 🔀 61 · 📋 49 - 40% open · ⏱️ 03.11.2024):
-
- ```
- git clone https://github.com/deepmodeling/deepflame-dev
- ```
-DPGEN2 (🥈17 · ⭐ 33) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 14 · 🔀 26 · 📦 5 · 📋 33 - 30% open · ⏱️ 29.10.2024):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 14 · 🔀 26 · 📦 5 · 📋 34 - 32% open · ⏱️ 20.11.2024):
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 510 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 500 / month):
```
pip install dpgen2
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.6K · ⏱️ 29.10.2024):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.6K · ⏱️ 20.11.2024):
```
docker pull dptechnology/dpgen2
```
APEX (🥈16 · ⭐ 24 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+DeepFlame (🥈16 · ⭐ 140 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 24 · 🔀 62 · 📋 49 - 40% open · ⏱️ 03.11.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/deepflame-dev
+ ```
+APEX (🥈16 · ⭐ 24) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 6 · 🔀 16 · 📦 3 · ⏱️ 25.10.2024):
```
git clone https://github.com/deepmodeling/APEX
```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 5.6K / month):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 3.8K / month):
```
pip install apex-flow
```
JAX-FEM (🥈15 · ⭐ 290) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 8 · 🔀 44 · 📦 3 · 📋 37 - 62% open · ⏱️ 30.10.2024):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 8 · 🔀 44 · 📦 3 · 📋 39 - 61% open · ⏱️ 30.10.2024):
```
git clone https://github.com/deepmodeling/jax-fem
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 570 / month):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 670 / month):
```
pip install jax-fem
```
DeePTB (🥈15 · ⭐ 54 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+DeePTB (🥈15 · ⭐ 55) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 26% open · ⏱️ 03.10.2024):
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 23% open · ⏱️ 18.11.2024):
```
git clone https://github.com/deepmodeling/DeePTB
```
-- [PyPi](https://pypi.org/project/dptb) (📥 480 / month):
+- [PyPi](https://pypi.org/project/dptb) (📥 490 / month):
```
pip install dptb
```
DMFF (🥈14 · ⭐ 150 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
+DP-GUI (🥈15 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 9 · ⏱️ 17.11.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/dpgui
+ ```
+- [PyPi](https://pypi.org/project/dpgui) (📥 50K / month):
+ ```
+ pip install dpgui
+ ```
+DMFF (🥈14 · ⭐ 160 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/DMFF) (👨💻 14 · 🔀 42 · 📋 26 - 38% open · ⏱️ 12.01.2024):
@@ -260,7 +272,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
conda install -c conda-forge dmff
```
rid-kit (🥈13 · ⭐ 44) - Reinforced dynamics. LGPL-3.0
+rid-kit (🥉13 · ⭐ 44) - Reinforced dynamics. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 22 · 📥 140 · 📦 2 · 📋 4 - 25% open · ⏱️ 27.06.2024):
@@ -272,26 +284,14 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
pip install rid-kit
```
DP-GUI (🥈13 · ⭐ 7) - A web-based GUI for user inputs. LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 9 · ⏱️ 11.09.2024):
-
- ```
- git clone https://github.com/deepmodeling/dpgui
- ```
-- [PyPi](https://pypi.org/project/dpgui) (📥 49K / month):
- ```
- pip install dpgui
- ```
-deepmodeling_sphinx (🥈13 · ⭐ 3) - Sphinx extension for DeepModeling projects. LGPL-3.0
+deepmodeling_sphinx (🥉13 · ⭐ 3) - Sphinx extension for DeepModeling projects. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/deepmodeling_sphinx) (👨💻 7 · 🔀 7 · ⏱️ 27.10.2024):
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 4.7K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 4.9K / month):
```
pip install deepmodeling_sphinx
```
@@ -306,7 +306,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
DeePKS-kit (🥉10 · ⭐ 100 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 36 · 📋 21 - 33% open · ⏱️ 13.04.2024):
+- [GitHub](https://github.com/deepmodeling/deepks-kit) (👨💻 7 · 🔀 35 · 📋 22 - 36% open · ⏱️ 13.04.2024):
```
git clone https://github.com/deepmodeling/deepks-kit
@@ -314,16 +314,28 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
dpti (🥉10 · ⭐ 22) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 19 · 🔀 19 · 📦 2 · 📋 9 - 88% open · ⏱️ 11.11.2024):
+- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 19 · 🔀 19 · 📦 2 · 📋 9 - 88% open · ⏱️ 20.11.2024):
```
git clone https://github.com/deepmodeling/dpti
```
-- [PyPi](https://pypi.org/project/dpti) (📥 210 / month):
+- [PyPi](https://pypi.org/project/dpti) (📥 220 / month):
```
pip install dpti
```
args (🥉9 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 02.09.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/args
+ ```
+- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 230 / month):
+ ```
+ npm install @deepmodeling/args
+ ```
+fpop (🥉9 · ⭐ 2) - LGPL-3.0
- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 12 · 📦 11 · ⏱️ 01.07.2024):
@@ -331,7 +343,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
```
git clone https://github.com/deepmodeling/fpop
```
-- [PyPi](https://pypi.org/project/fpop) (📥 1.7K / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 1.5K / month):
```
pip install fpop
```
@@ -344,33 +356,29 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
git clone https://github.com/deepmodeling/community
```
fealpy (🥉8 · ⭐ 3 · 💤) - Finite Element Analysis Library in Python. Unlicensed
+AIS-Square (🥉8 · ⭐ 12 · 📈) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 57 · 🔀 2 · ⏱️ 24.04.2024):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 19.11.2024):
```
- git clone https://github.com/deepmodeling/fealpy
- ```
-- [PyPi](https://pypi.org/project/fealpy) (📥 330 / month):
- ```
- pip install fealpy
+ git clone https://github.com/deepmodeling/AIS-Square
```
args (🥉8 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
+fealpy (🥉8 · ⭐ 3 · 💤) - Finite Element Analysis Library in Python. Unlicensed
-- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 02.09.2024):
+- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 57 · 🔀 2 · ⏱️ 24.04.2024):
```
- git clone https://github.com/deepmodeling/args
+ git clone https://github.com/deepmodeling/fealpy
```
-- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 61 / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 350 / month):
```
- npm install @deepmodeling/args
+ pip install fealpy
```
Blog (🥉8 · ⭐ 1) - DeepModeling Blog. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 8 · 🔀 8 · ⏱️ 14.11.2024):
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 8 · 🔀 8 · ⏱️ 17.11.2024):
```
git clone https://github.com/deepmodeling/blog
@@ -388,14 +396,6 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
docker pull dptechnology/unifold
```
AIS-Square (🥉6 · ⭐ 12 · 💤) - LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 06.12.2023):
-
- ```
- git clone https://github.com/deepmodeling/AIS-Square
- ```
-tbplas (🥉6 · ⭐ 8 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
- [GitHub](https://github.com/deepmodeling/tbplas) (👨💻 10 · 🔀 4 · ⏱️ 17.01.2024):
@@ -404,7 +404,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
git clone https://github.com/deepmodeling/tbplas
```
DeePDih (🥉6 · ⭐ 4 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
+DeePDih (🥉6 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · ⏱️ 19.04.2024):
@@ -428,7 +428,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.6K
git clone https://github.com/deepmodeling/AI4Science101
```
tutorials (🥉4 · ⭐ 14) - Tutorials for DeepModeling projects. Unlicensed
+tutorials (🥉5 · ⭐ 14) - Tutorials for DeepModeling projects. Unlicensed
- [GitHub](https://github.com/deepmodeling/tutorials) (👨💻 10 · 🔀 23 · 📋 3 - 33% open · ⏱️ 21.08.2024):
diff --git a/history/2024-11-21_changes.md b/history/2024-11-21_changes.md
new file mode 100644
index 0000000..b7adee0
--- /dev/null
+++ b/history/2024-11-21_changes.md
@@ -0,0 +1,16 @@
+## 📈 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 (🥇28 · ⭐ 1.5K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- dargs (🥈19 · ⭐ 5 · 📈) - Argument processing for the deep modeling project. LGPL-3.0
+- DP-GUI (🥈15 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0
+- args (🥉9 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
+- AIS-Square (🥉8 · ⭐ 12 · 📈) - 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._
+
+- DeepFlame (🥈16 · ⭐ 140 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
+
diff --git a/history/2024-11-21_projects.csv b/history/2024-11-21_projects.csv
new file mode 100644
index 0000000..b951c53
--- /dev/null
+++ b/history/2024-11-21_projects.csv
@@ -0,0 +1,39 @@
+,name,github_id,pypi_id,conda_id,npm_id,dockerhub_id,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,github_release_downloads,monthly_downloads,release_count,description,dependent_project_count,github_dependent_project_count,contributor_count,pypi_url,pypi_monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,npm_url,npm_monthly_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,projectrank,show,category,projectrank_placing,trending
+0,DeePMD-kit,deepmodeling/deepmd-kit,deepmd-kit,conda-forge/deepmd-kit,deepmd-kit,deepmodeling/deepmd-kit,https://github.com/deepmodeling/deepmd-kit,https://github.com/deepmodeling/deepmd-kit,LGPL-3.0,2017-12-12 15:23:44,2024-11-21 18:07:46.000000,2024-11-19 09:38:14,2543,10.0,498.0,47.0,2195.0,70.0,754.0,1504.0,2024-07-03 19:22:15,2.2.11,43238.0,37911.0,51.0,A deep learning package for many-body potential energy representation and molecular dynamics.,20.0,20.0,70.0,https://pypi.org/project/deepmd-kit,8646.0,https://anaconda.org/conda-forge/deepmd-kit,2024-11-15 00:22:00.333,1225685.0,https://www.npmjs.com/package/deepmd-kit,6.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2024-11-15 04:16:45.840570,1.0,2946.0,28,True,others,1.0,2.0
+1,ABACUS,deepmodeling/abacus-develop,,conda-forge/abacus,,,https://github.com/deepmodeling/abacus-develop,https://github.com/deepmodeling/abacus-develop,LGPL-3.0,2021-02-01 04:04:52,2024-11-21 16:48:58.000000,2024-11-21 11:13:56,6900,254.0,136.0,11.0,3421.0,145.0,1881.0,174.0,2024-11-18 07:22:06,3.8.3,,14655.0,60.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,122.0,,,https://anaconda.org/conda-forge/abacus,2024-11-19 05:17:28.873,234486.0,,,,,,,26,True,others,1.0,
+2,dpdata,deepmodeling/dpdata,dpdata,conda-forge/dpdata,,dptechnology/dpdata,https://github.com/deepmodeling/dpdata,https://github.com/deepmodeling/dpdata,LGPL-3.0,2019-04-12 13:24:23,2024-11-20 20:00:24.000000,2024-09-20 18:23:06,761,23.0,127.0,9.0,523.0,21.0,83.0,202.0,2024-09-20 18:24:21,0.2.21,,73950.0,37.0,A Python package for manipulating atomistic data of software in computational science.,129.0,129.0,61.0,https://pypi.org/project/dpdata,72335.0,https://anaconda.org/conda-forge/dpdata,2024-09-21 05:04:04.171,81940.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,638.0,25,True,others,1.0,
+3,dpdispatcher,deepmodeling/dpdispatcher,dpdispatcher,conda-forge/dpdispatcher,,dptechnology/dpdispatcher,https://github.com/deepmodeling/dpdispatcher,https://github.com/deepmodeling/dpdispatcher,LGPL-3.0,2020-12-08 05:14:37,2024-11-20 20:01:49.000000,2024-11-20 20:01:46,1098,11.0,54.0,6.0,401.0,17.0,63.0,45.0,2024-08-30 18:52:29,0.6.7,,8720.0,47.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,53.0,53.0,47.0,https://pypi.org/project/dpdispatcher,5698.0,https://anaconda.org/conda-forge/dpdispatcher,2024-08-31 12:30:44.164,17006.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2024-08-30 18:56:38.463169,,111323.0,24,True,others,1.0,
+4,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2024-11-18 22:20:50.000000,2024-11-04 01:14:45,2084,1.0,169.0,13.0,859.0,35.0,266.0,308.0,2024-04-10 06:37:07,0.12.1,1824.0,1932.0,18.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,7.0,7.0,65.0,https://pypi.org/project/dpgen,1264.0,https://anaconda.org/conda-forge/dpgen,2024-04-10 09:44:30.012,33823.0,,,,,,,21,True,others,2.0,
+5,reacnetgenerator,deepmodeling/reacnetgenerator,reacnetgenerator,conda-forge/reacnetgenerator,,,https://github.com/deepmodeling/reacnetgenerator,https://github.com/deepmodeling/reacnetgenerator,LGPL-3.0,2018-04-06 15:07:56,2024-11-20 20:26:55.000000,2024-11-20 20:03:08,2503,16.0,39.0,9.0,2157.0,5.0,120.0,67.0,2024-10-03 19:33:36,1.6.14,,15501.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,18.0,https://pypi.org/project/reacnetgenerator,7150.0,https://anaconda.org/conda-forge/reacnetgenerator,2024-10-04 04:12:50.002,450975.0,,,,,,,21,True,others,2.0,
+6,dflow,deepmodeling/dflow,dflow,conda-forge/dflow,,dptechnology/dflow,https://github.com/deepmodeling/dflow,https://github.com/deepmodeling/dflow,LGPL-3.0,2022-01-21 08:14:36,2024-10-31 08:47:03.792786,2024-10-31 08:44:49,2130,62.0,26.0,1.0,843.0,14.0,21.0,65.0,2024-10-31 08:45:26,1.8.99,,272.0,100.0,Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..,,,22.0,https://pypi.org/project/dflow,,https://anaconda.org/conda-forge/dflow,,,,,https://hub.docker.com/r/dptechnology/dflow,2024-10-31 08:47:03.792786,,9281.0,19,True,others,2.0,
+7,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2024-11-21 07:37:40.966000,2024-11-21 03:25:07,160,9.0,3.0,7.0,77.0,2.0,7.0,5.0,2024-11-21 03:25:26,0.4.10,,107018.0,31.0,Argument processing for the deep modeling project.,129.0,129.0,7.0,https://pypi.org/project/dargs,106227.0,https://anaconda.org/conda-forge/dargs,2024-11-21 07:37:40.966,34026.0,,,,,,,19,True,others,2.0,1.0
+8,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2024-11-20 20:44:07.109369,2024-11-20 20:03:24,325,16.0,26.0,7.0,234.0,11.0,23.0,33.0,2023-01-28 03:43:25,0.0.7,,610.0,7.0,2nd generation of the Deep Potential GENerator.,5.0,5.0,14.0,https://pypi.org/project/dpgen2,501.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2024-11-20 20:44:07.109369,,3610.0,17,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 10:25:12,2024-11-11 07:08:37.000000,2024-11-03 08:29:00,1116,15.0,62.0,6.0,477.0,20.0,29.0,139.0,2024-08-23 01:31:45,1.4,,,20.0,A deep learning empowered open-source platform for reacting flow simulations.,,,24.0,,,,,,,,,,,,16,True,others,2.0,-1.0
+10,APEX,deepmodeling/APEX,apex-flow,,,,https://github.com/deepmodeling/APEX,https://github.com/deepmodeling/APEX,LGPL-3.0,2023-04-20 06:13:42,2024-11-18 02:34:26.000000,2024-10-25 03:40:57,591,14.0,16.0,7.0,78.0,,8.0,24.0,2024-05-06 10:01:52,1.2.0,,3839.0,4.0,APEX: Alloy Properties EXplorer using simulations.,3.0,3.0,6.0,https://pypi.org/project/apex-flow,3839.0,,,,,,,,,,16,True,others,2.0,
+11,JAX-FEM,deepmodeling/jax-fem,jax-fem,,,,https://github.com/deepmodeling/jax-fem,https://github.com/deepmodeling/jax-fem,GPL-3.0,2023-10-02 15:20:54,2024-10-30 02:47:21.000000,2024-10-30 02:47:14,205,12.0,44.0,12.0,5.0,24.0,15.0,291.0,,,,672.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,8.0,https://pypi.org/project/jax-fem,672.0,,,,,,,,,,15,True,others,2.0,
+12,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2024-11-18 14:27:38.000000,2024-11-18 14:27:38,750,5.0,16.0,3.0,177.0,9.0,29.0,55.0,2024-08-15 03:02:38,2.1.1,,492.0,11.0,DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.,2.0,2.0,10.0,https://pypi.org/project/dptb,492.0,,,,,,,,,,15,True,others,2.0,
+13,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2024-11-21 12:33:32.000000,2024-11-17 14:10:16,318,14.0,5.0,6.0,492.0,,1.0,7.0,2024-11-17 07:05:49,1.0.1.post0,,49523.0,5.0,A web-based GUI for user inputs.,9.0,9.0,4.0,https://pypi.org/project/dpgui,49523.0,,,,,,,,,,15,True,others,2.0,2.0
+14,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2024-10-19 08:37:14.000000,2024-01-12 00:58:20,431,,42.0,9.0,164.0,10.0,16.0,155.0,2023-11-09 14:32:37,1.0.0,,117.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,14.0,,,https://anaconda.org/conda-forge/dmff,2024-01-06 07:33:02.470,1173.0,,,,,,,14,True,others,2.0,
+15,rid-kit,deepmodeling/rid-kit,rid-kit,,,,https://github.com/deepmodeling/rid-kit,https://github.com/deepmodeling/rid-kit,LGPL-3.0,2021-02-02 02:44:00,2024-06-27 07:19:30.000000,2024-06-27 07:19:24,475,,22.0,5.0,21.0,1.0,3.0,44.0,2024-05-14 03:25:35,0.6.4,145.0,441.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,438.0,,,,,,,,,,13,True,others,3.0,
+16,deepmodeling_sphinx,deepmodeling/deepmodeling_sphinx,deepmodeling_sphinx,,,,https://github.com/deepmodeling/deepmodeling_sphinx,https://github.com/deepmodeling/deepmodeling_sphinx,LGPL-3.0,2022-03-04 00:19:06,2024-11-18 22:20:47.000000,2024-10-27 22:37:03,76,5.0,7.0,5.0,68.0,,,3.0,2024-10-27 22:37:32,0.3.0,,4886.0,24.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,4886.0,,,,,,,,,,13,True,others,3.0,
+17,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2024-10-30 21:19:01.000000,2024-10-30 21:16:48,4195,220.0,,,,,,3.0,,,,,,Graphics Processing Units Molecular Dynamics.,,,37.0,,,,,,,,,,,,11,True,others,3.0,
+18,DeePKS-kit,deepmodeling/deepks-kit,,,,,https://github.com/deepmodeling/deepks-kit,https://github.com/deepmodeling/deepks-kit,LGPL-3.0,2020-07-29 03:27:50,2024-09-28 05:44:36.000000,2024-04-13 03:44:40,384,,35.0,14.0,46.0,8.0,14.0,102.0,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,10,True,others,3.0,
+19,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2024-11-20 20:01:29.000000,2024-11-20 20:01:27,411,5.0,19.0,7.0,74.0,8.0,1.0,22.0,,,,225.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,19.0,https://pypi.org/project/dpti,225.0,,,,,,,,,,10,True,others,3.0,
+20,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2024-09-02 15:27:53.000000,2024-09-02 15:27:51,74,1.0,2.0,6.0,47.0,,,2.0,2024-04-11 23:49:50,0.0.17,,227.0,16.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,227.0,,,,,9,True,others,3.0,1.0
+21,fpop,deepmodeling/fpop,fpop,,,,https://github.com/deepmodeling/fpop,https://github.com/deepmodeling/fpop,LGPL-3.0,2023-02-10 03:16:47,2024-07-01 09:11:36.000000,2024-07-01 09:11:36,42,,12.0,9.0,25.0,4.0,,2.0,,,,1473.0,,,11.0,11.0,4.0,https://pypi.org/project/fpop,1473.0,,,,,,,,,,9,True,others,3.0,
+22,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2024-09-26 09:19:17.000000,2024-09-26 09:19:17,137,10.0,21.0,11.0,42.0,,2.0,83.0,,,,,,DeepModeling community content.,,,17.0,,,,,,,,,,,,8,True,others,3.0,
+23,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2024-11-19 14:48:24.000000,2024-11-19 14:48:24,716,52.0,8.0,8.0,210.0,5.0,1.0,12.0,,,,,,,,,8.0,,,,,,,,,,,,8,True,others,3.0,2.0
+24,fealpy,deepmodeling/fealpy,fealpy,,,,https://github.com/deepmodeling/fealpy,https://github.com/deepmodeling/fealpy,,2023-04-10 03:58:57,2024-04-24 03:09:27.000000,2024-04-24 01:36:31,6125,,2.0,1.0,1.0,,,3.0,,,,350.0,,Finite Element Analysis Library in Python.,,,57.0,https://pypi.org/project/fealpy,350.0,,,,,,,,,,8,True,others,3.0,
+25,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2024-11-17 22:48:18.000000,2024-11-17 22:48:16,190,20.0,8.0,6.0,123.0,,,1.0,,,,,,DeepModeling Blog.,,,8.0,,,,,,,,,,,,8,True,others,3.0,
+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,,18.0,5.0,2.0,,1.0,91.0,,,,22.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,782.0,7,True,others,3.0,
+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,,4.0,9.0,2.0,2.0,,8.0,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3.0,
+28,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2024-06-23 14:34:36.000000,2024-04-19 07:37:47,61,,3.0,2.0,,,,5.0,,,,,,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,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 21:42:38,28,1.0,7.0,5.0,24.0,,,3.0,,,,,,The home page of DeepModeling documentation.,,,8.0,,,,,,,,,,,,6,True,others,3.0,
+30,AI4Science101,deepmodeling/AI4Science101,,,,,https://github.com/deepmodeling/AI4Science101,https://github.com/deepmodeling/AI4Science101,,2022-06-19 02:26:48,2024-04-11 02:15:55.000000,2022-09-04 02:06:18,139,,13.0,9.0,29.0,,1.0,84.0,,,,,,AI for Science.,,,5.0,,,,,,,,,,,,5,True,others,3.0,
+31,tutorials,deepmodeling/tutorials,,,,,https://github.com/deepmodeling/tutorials,https://github.com/deepmodeling/tutorials,,2022-03-07 06:19:19,2024-08-21 19:01:45.000000,2024-08-21 19:01:44,143,,23.0,5.0,67.0,1.0,2.0,14.0,,,,,,Tutorials for DeepModeling projects.,,,10.0,,,,,,,,,,,,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,,6.0,2.0,2.0,4.0,2.0,12.0,,,,,,Deep neural networks for density functional theory Hamiltonian.,,,6.0,,,,,,,,,,,,4,True,others,3.0,
+33,tutorials-cn,deepmodeling/tutorials-cn,,,,,https://github.com/deepmodeling/tutorials-cn,https://github.com/deepmodeling/tutorials-cn,LGPL-2.1,2022-03-30 07:39:32,2024-04-11 02:15:41.000000,2022-12-29 11:58:55,9,,7.0,5.0,13.0,,,3.0,,,,,,,,,4.0,,,,,,,,,,,,4,True,others,3.0,
+34,ADMP,deepmodeling/ADMP,,,,,https://github.com/deepmodeling/ADMP,https://github.com/deepmodeling/ADMP,,2021-12-26 07:22:47,2024-04-11 02:15:25.000000,2022-02-15 02:13:59,120,,2.0,1.0,6.0,,,2.0,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,2,True,others,3.0,
+35,LibRI,deepmodeling/LibRI,,,,,https://github.com/deepmodeling/LibRI,https://github.com/deepmodeling/LibRI,GPL-3.0,2023-04-19 02:10:20,2024-04-11 02:16:14.000000,2023-04-10 15:53:42,80,,1.0,2.0,1.0,2.0,1.0,6.0,,,,,,,,,2.0,,,,,,,,,,,,1,True,others,3.0,
+36,openfinite,deepmodeling/openfinite,,,,,https://github.com/deepmodeling/openfinite,https://github.com/deepmodeling/openfinite,LGPL-3.0,2021-10-10 08:56:48,2024-04-11 02:15:14.000000,2021-10-06 08:13:39,13,,1.0,1.0,1.0,,,1.0,,,,,,,,,2.0,,,,,,,,,,,,0,True,others,,
+37,dflow-op-cutter,deepmodeling/dflow-op-cutter,,,,,https://github.com/deepmodeling/dflow-op-cutter,https://github.com/deepmodeling/dflow-op-cutter,,2022-06-24 01:31:42,2024-04-11 02:15:58.000000,2022-07-06 09:54:08,4,,1.0,4.0,1.0,,1.0,,,,,,,,,,2.0,,,,,,,,,,,,0,True,others,,
diff --git a/latest-changes.md b/latest-changes.md
index 96749f0..b7adee0 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,11 +2,15 @@
_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._
-- APEX (🥈16 · ⭐ 24 · 📈) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+- DeePMD-kit (🥇28 · ⭐ 1.5K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- dargs (🥈19 · ⭐ 5 · 📈) - Argument processing for the deep modeling project. LGPL-3.0
+- DP-GUI (🥈15 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0
+- args (🥉9 · ⭐ 2 · 📈) - DeepModeling dargs arguments generation. LGPL-3.0
+- AIS-Square (🥉8 · ⭐ 12 · 📈) - 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._
-- DeePTB (🥈15 · ⭐ 54 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+- DeepFlame (🥈16 · ⭐ 140 · 📉) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0