diff --git a/README.md b/README.md
index 947d88b..b125de7 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@
-This curated list contains 38 awesome open-source projects with a total of 3.7K 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 3.8K 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).
@@ -46,12 +46,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
DeePMD-kit (🥇29 · ⭐ 1.6K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 73 · 🔀 500 · 📥 47K · 📦 24 · 📋 860 - 9% open · ⏱️ 23.12.2024):
+- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 73 · 🔀 510 · 📥 47K · 📦 24 · 📋 860 - 9% open · ⏱️ 23.12.2024):
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 7.3K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 6.8K / month):
```
pip install deepmd-kit
```
@@ -59,7 +59,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
```
conda install -c conda-forge deepmd-kit
```
-- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 13 / month):
+- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 25 / month):
```
npm install deepmd-kit
```
@@ -70,7 +70,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
ABACUS (🥇26 · ⭐ 180) - 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 · 🔀 140 · 📋 2.1K - 5% open · ⏱️ 15.01.2025):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 120 · 🔀 140 · 📋 2.1K - 5% open · ⏱️ 23.01.2025):
```
git clone https://github.com/deepmodeling/abacus-develop
@@ -96,18 +96,18 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
conda install -c conda-forge dpgen
```
dpdata (🥇23 · ⭐ 200) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 61 · 🔀 130 · 📦 130 · 📋 110 - 19% open · ⏱️ 20.09.2024):
+- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 62 · 🔀 130 · 📦 140 · 📋 110 - 19% open · ⏱️ 21.01.2025):
```
git clone https://github.com/deepmodeling/dpdata
```
-- [PyPi](https://pypi.org/project/dpdata) (📥 22K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 18K / month):
```
pip install dpdata
```
-- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 86K · ⏱️ 27.12.2024):
+- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 87K · ⏱️ 22.01.2025):
```
conda install -c conda-forge dpdata
```
@@ -116,18 +116,18 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
docker pull dptechnology/dpdata
```
dpdispatcher (🥈22 · ⭐ 47) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+dpdispatcher (🥈22 · ⭐ 48) - 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) (👨💻 46 · 🔀 53 · 📦 53 · 📋 81 - 22% open · ⏱️ 14.01.2025):
+- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨💻 46 · 🔀 53 · 📦 55 · 📋 81 - 22% open · ⏱️ 14.01.2025):
```
git clone https://github.com/deepmodeling/dpdispatcher
```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 3.8K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 3.6K / month):
```
pip install dpdispatcher
```
-- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 19K · ⏱️ 30.12.2024):
+- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 20K · ⏱️ 30.12.2024):
```
conda install -c conda-forge dpdispatcher
```
@@ -136,14 +136,14 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
docker pull dptechnology/dpdispatcher
```
reacnetgenerator (🥈21 · ⭐ 75) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+reacnetgenerator (🥈21 · ⭐ 76) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 39 · 📦 3 · 📋 130 - 4% open · ⏱️ 14.01.2025):
+- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 39 · 📦 3 · 📋 130 - 4% open · ⏱️ 17.01.2025):
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 9.1K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 8.6K / month):
```
pip install reacnetgenerator
```
@@ -159,11 +159,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 45K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 33K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 37K · ⏱️ 22.12.2024):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 38K · ⏱️ 22.12.2024):
```
conda install -c conda-forge dargs
```
@@ -190,7 +190,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
DeepFlame (🥈16 · ⭐ 150) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 26 · 🔀 64 · 📋 49 - 40% open · ⏱️ 09.01.2025):
+- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 27 · 🔀 64 · 📋 49 - 40% open · ⏱️ 18.01.2025):
```
git clone https://github.com/deepmodeling/deepflame-dev
@@ -198,12 +198,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
DPGEN2 (🥈16 · ⭐ 33) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 14 · 🔀 26 · 📦 5 · 📋 34 - 32% open · ⏱️ 08.01.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 14 · 🔀 26 · 📦 6 · 📋 34 - 32% open · ⏱️ 08.01.2025):
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 320 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 370 / month):
```
pip install dpgen2
```
@@ -224,38 +224,38 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
pip install apex-flow
```
DeePTB (🥈15 · ⭐ 59) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+DP-GUI (🥈16 · ⭐ 7 · 📈) - A web-based GUI for user inputs. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 23% open · ⏱️ 01.01.2025):
+- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 10 · ⏱️ 30.12.2024):
```
- git clone https://github.com/deepmodeling/DeePTB
+ git clone https://github.com/deepmodeling/dpgui
```
-- [PyPi](https://pypi.org/project/dptb) (📥 360 / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 15K / month):
```
- pip install dptb
+ pip install dpgui
```
DP-GUI (🥈15 · ⭐ 7) - A web-based GUI for user inputs. LGPL-3.0
+DeePTB (🥈15 · ⭐ 59) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 9 · ⏱️ 30.12.2024):
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 23% open · ⏱️ 01.01.2025):
```
- git clone https://github.com/deepmodeling/dpgui
+ git clone https://github.com/deepmodeling/DeePTB
```
-- [PyPi](https://pypi.org/project/dpgui) (📥 19K / month):
+- [PyPi](https://pypi.org/project/dptb) (📥 320 / month):
```
- pip install dpgui
+ pip install dptb
```
JAX-FEM (🥈14 · ⭐ 330) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 9 · 🔀 47 · 📦 3 · 📋 42 - 61% open · ⏱️ 13.12.2024):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 9 · 🔀 48 · 📦 3 · 📋 44 - 59% open · ⏱️ 13.12.2024):
```
git clone https://github.com/deepmodeling/jax-fem
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 440 / month):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 460 / month):
```
pip install jax-fem
```
@@ -279,7 +279,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
```
git clone https://github.com/deepmodeling/rid-kit
```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 630 / month):
+- [PyPi](https://pypi.org/project/rid-kit) (📥 600 / month):
```
pip install rid-kit
```
@@ -291,7 +291,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 3.2K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 3.1K / month):
```
pip install deepmodeling_sphinx
```
@@ -304,28 +304,28 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
git clone https://github.com/deepmodeling/GPUMD
```
args (🥉11 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
+dpti (🥉10 · ⭐ 22) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 30.12.2024):
+- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 18 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 30.12.2024):
```
- git clone https://github.com/deepmodeling/args
+ git clone https://github.com/deepmodeling/dpti
```
-- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 180 / month):
+- [PyPi](https://pypi.org/project/dpti) (📥 150 / month):
```
- npm install @deepmodeling/args
+ pip install dpti
```
dpti (🥉10 · ⭐ 22) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
+args (🥉10 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 18 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 30.12.2024):
+- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 30.12.2024):
```
- git clone https://github.com/deepmodeling/dpti
+ git clone https://github.com/deepmodeling/args
```
-- [PyPi](https://pypi.org/project/dpti) (📥 150 / month):
+- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 150 / month):
```
- pip install dpti
+ npm install @deepmodeling/args
```
DeePKS-kit (🥉9 · ⭐ 100 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0
@@ -338,7 +338,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
Blog (🥉9 · ⭐ 1) - DeepModeling Blog. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 9 · 🔀 8 · ⏱️ 16.01.2025):
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 9 · 🔀 8 · ⏱️ 22.01.2025):
```
git clone https://github.com/deepmodeling/blog
@@ -346,7 +346,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
AIS-Square (🥉8 · ⭐ 13) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 16.01.2025):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 21.01.2025):
```
git clone https://github.com/deepmodeling/AIS-Square
@@ -359,19 +359,19 @@ This curated list contains 38 awesome open-source projects with a total of 3.7K
```
git clone https://github.com/deepmodeling/fealpy
```
-- [PyPi](https://pypi.org/project/fealpy) (📥 730 / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 740 / month):
```
pip install fealpy
```
fpop (🥉8 · ⭐ 2) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 13 · 📦 11 · ⏱️ 01.07.2024):
+- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 13 · 📦 12 · ⏱️ 01.07.2024):
```
git clone https://github.com/deepmodeling/fpop
```
-- [PyPi](https://pypi.org/project/fpop) (📥 840 / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 890 / month):
```
pip install fpop
```
diff --git a/history/2025-01-23_changes.md b/history/2025-01-23_changes.md
new file mode 100644
index 0000000..ea88295
--- /dev/null
+++ b/history/2025-01-23_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._
+
+- dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- DP-GUI (🥈16 · ⭐ 7 · 📈) - A web-based GUI for user inputs. 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._
+
+- args (🥉10 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0
+
diff --git a/history/2025-01-23_projects.csv b/history/2025-01-23_projects.csv
new file mode 100644
index 0000000..4268a5c
--- /dev/null
+++ b/history/2025-01-23_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 15:23:44,2025-01-21 05:16:11.000000,2024-12-23 20:06:37,3155,123.0,506.0,47.0,2283.0,82.0,781.0,1559.0,2024-12-23 20:14:18,3.0.1,47076.0,39073.0,53.0,A deep learning package for many-body potential energy representation and molecular dynamics.,24.0,24.0,73.0,https://pypi.org/project/deepmd-kit,6827.0,https://anaconda.org/conda-forge/deepmd-kit,2024-12-24 01:42:01.480,1414120.0,https://www.npmjs.com/package/deepmd-kit,25.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2024-11-25 23:15:53.163662,1.0,3289.0,29,True,others,1.0,
+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 04:04:52,2025-01-23 12:40:40.000000,2025-01-23 12:40:40,7076,276.0,139.0,11.0,3622.0,116.0,2010.0,182.0,2024-12-27 07:10:23,3.9.0,,15757.0,63.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,124.0,,,https://anaconda.org/conda-forge/abacus,2024-12-27 20:49:32.966,283639.0,,,,,,,26,True,others,1.0,
+2,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2025-01-21 00:53:45.000000,2024-11-23 07:57:08,2154,11.0,168.0,12.0,870.0,42.0,270.0,322.0,2024-11-23 08:11:47,0.13.0,1880.0,1663.0,19.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,8.0,8.0,69.0,https://pypi.org/project/dpgen,982.0,https://anaconda.org/conda-forge/dpgen,2024-11-24 00:26:57.943,35806.0,,,,,,,24,True,others,1.0,
+3,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 13:24:23,2025-01-22 08:01:22.596000,2025-01-21 06:19:07,799,29.0,129.0,9.0,543.0,21.0,88.0,205.0,2025-01-21 06:26:55,0.2.22,,19874.0,38.0,A Python package for manipulating atomistic data of software in computational science.,135.0,135.0,62.0,https://pypi.org/project/dpdata,18231.0,https://anaconda.org/conda-forge/dpdata,2025-01-22 08:01:22.596,86627.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,640.0,24,True,others,1.0,1.0
+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 05:14:37,2025-01-20 22:19:19.000000,2025-01-14 09:51:10,1102,6.0,53.0,6.0,406.0,18.0,63.0,48.0,2024-08-30 18:52:29,0.6.7,,6682.0,47.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,55.0,55.0,46.0,https://pypi.org/project/dpdispatcher,3616.0,https://anaconda.org/conda-forge/dpdispatcher,2024-12-30 00:54:50.641,19588.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2024-08-30 18:56:38.463169,,116008.0,22,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 15:07:56,2025-01-20 22:19:09.000000,2025-01-17 11:40:11,2521,21.0,39.0,8.0,2182.0,6.0,123.0,76.0,2025-01-05 07:30:15,1.6.15,,17455.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,18.0,https://pypi.org/project/reacnetgenerator,8638.0,https://anaconda.org/conda-forge/reacnetgenerator,2025-01-06 00:29:38.554,493805.0,,,,,,,21,True,others,2.0,
+6,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2025-01-20 22:19:02.000000,2025-01-14 09:51:24,162,11.0,3.0,7.0,80.0,2.0,7.0,5.0,2024-11-21 03:25:26,0.4.10,,34277.0,31.0,Argument processing for the deep modeling project.,133.0,133.0,7.0,https://pypi.org/project/dargs,33439.0,https://anaconda.org/conda-forge/dargs,2024-12-22 08:33:55.288,37753.0,,,,,,,19,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 08:14:36,2025-01-15 04:11:49.449680,2025-01-15 04:09:49,2149,27.0,26.0,1.0,852.0,14.0,22.0,66.0,2025-01-15 04:10:13,1.8.103,,298.0,100.0,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,2025-01-15 04:11:49.449680,,10753.0,18,True,others,2.0,
+8,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2025-01-18 07:42:23.000000,2025-01-18 07:42:22,1141,27.0,64.0,6.0,494.0,20.0,29.0,147.0,2025-01-08 11:06:39,1.5,,,21.0,A deep learning empowered open-source platform for reacting flow simulations.,,,27.0,,,,,,,,,,,,16,True,others,2.0,
+9,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2025-01-20 14:31:22.000000,2025-01-08 00:54:48,328,6.0,26.0,7.0,239.0,11.0,23.0,33.0,2023-01-28 03:43:25,0.0.7,,473.0,7.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,14.0,https://pypi.org/project/dpgen2,366.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2025-01-08 00:56:27.378869,,3761.0,16,True,others,2.0,
+10,APEX,deepmodeling/APEX,apex-flow,,,,https://github.com/deepmodeling/APEX,https://github.com/deepmodeling/APEX,LGPL-3.0,2023-04-20 06:13:42,2025-01-10 15:13:57.000000,2025-01-09 14:50:46,609,18.0,18.0,7.0,81.0,1.0,8.0,26.0,2024-05-06 10:01:52,1.2.0,,1698.0,4.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,7.0,https://pypi.org/project/apex-flow,1698.0,,,,,,,,,,16,True,others,2.0,
+11,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2025-01-20 22:18:57.000000,2024-12-30 23:08:54,321,15.0,5.0,6.0,500.0,,1.0,7.0,2024-11-17 07:05:49,1.0.1.post0,,14881.0,5.0,A web-based GUI for user inputs.,10.0,10.0,4.0,https://pypi.org/project/dpgui,14881.0,,,,,,,,,,16,True,others,2.0,1.0
+12,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2025-01-01 03:36:51.000000,2025-01-01 03:36:51,756,8.0,16.0,3.0,180.0,9.0,29.0,59.0,2024-08-15 03:02:38,2.1.1,,321.0,11.0,DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.,2.0,2.0,10.0,https://pypi.org/project/dptb,321.0,,,,,,,,,,15,True,others,2.0,
+13,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 15:20:54,2024-12-13 08:09:13.000000,2024-12-13 08:09:10,209,5.0,48.0,12.0,6.0,26.0,18.0,330.0,,,,464.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,9.0,https://pypi.org/project/jax-fem,464.0,,,,,,,,,,14,True,others,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,,45.0,9.0,165.0,11.0,16.0,165.0,2023-11-09 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 07:33:02.470,1407.0,,,,,,,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 02:44:00,2024-06-27 07:19:30.000000,2024-06-27 07:19:24,475,,23.0,5.0,21.0,2.0,3.0,46.0,2024-05-14 03:25:35,0.6.4,148.0,605.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,602.0,,,,,,,,,,13,True,others,2.0,
+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 00:19:06,2025-01-20 22:18:51.000000,2024-10-27 22:37:03,76,3.0,7.0,5.0,69.0,,,3.0,2024-10-27 22:37:32,0.3.0,,3087.0,24.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,3087.0,,,,,,,,,,13,True,others,2.0,
+17,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2025-01-12 18:40:51.000000,2025-01-12 15:38:51,4433,259.0,,,,,,4.0,,,,,,Graphics Processing Units Molecular Dynamics.,,,42.0,,,,,,,,,,,,12,True,others,3.0,
+18,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2025-01-20 22:19:34.000000,2024-12-30 23:51:31,429,13.0,19.0,7.0,76.0,9.0,1.0,22.0,,,,148.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,18.0,https://pypi.org/project/dpti,148.0,,,,,,,,,,10,True,others,3.0,
+19,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2024-12-30 23:07:49.000000,2024-12-30 23:07:48,79,5.0,2.0,6.0,51.0,,,2.0,2024-12-12 01:19:43,0.1.0,,146.0,17.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,146.0,,,,,10,True,others,3.0,-1.0
+20,DeePKS-kit,deepmodeling/deepks-kit,,,,,https://github.com/deepmodeling/deepks-kit,https://github.com/deepmodeling/deepks-kit,LGPL-3.0,2020-07-29 03:27:50,2024-09-28 05:44:36.000000,2024-04-13 03:44:40,384,,37.0,14.0,47.0,9.0,17.0,105.0,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,9,True,others,3.0,
+21,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2025-01-22 07:27:01.000000,2025-01-22 07:27:00,289,112.0,8.0,6.0,224.0,,,1.0,,,,,,DeepModeling Blog.,,,9.0,,,,,,,,,,,,9,True,others,3.0,
+22,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2025-01-21 16:01:05.000000,2025-01-21 16:01:05,782,110.0,8.0,8.0,210.0,5.0,1.0,13.0,,,,,,,,,8.0,,,,,,,,,,,,8,True,others,3.0,
+23,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,,,5.0,,,,741.0,,Finite Element Analysis Library in Python.,,,57.0,https://pypi.org/project/fealpy,741.0,,,,,,,,,,8,True,others,3.0,
+24,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,,13.0,9.0,25.0,4.0,,2.0,,,,892.0,,,12.0,12.0,4.0,https://pypi.org/project/fpop,892.0,,,,,,,,,,8,True,others,3.0,
+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,,18.0,5.0,2.0,,1.0,91.0,,,,21.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,812.0,7,True,others,3.0,
+26,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2024-12-21 09:53:32.000000,2024-04-19 07:37:47,61,,3.0,2.0,,,,5.0,2024-12-21 09:53:32,dpa-2-gfn2-xtb-tblite,2.0,2.0,1.0,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,7,True,others,3.0,
+27,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,,21.0,11.0,43.0,,2.0,85.0,,,,,,DeepModeling community content.,,,17.0,,,,,,,,,,,,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,,4.0,9.0,2.0,3.0,,9.0,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3.0,
+29,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,,14.0,9.0,29.0,,1.0,87.0,,,,,,AI for Science.,,,5.0,,,,,,,,,,,,5,True,others,3.0,
+30,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,
+31,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,,,,,,,,,,,,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,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,,,3.0,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,4,True,others,3.0,
+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,,7.0,5.0,13.0,,,3.0,,,,,,,,,4.0,,,,,,,,,,,,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 02:10:20,2024-04-11 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 6d3f531..ea88295 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -1,6 +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._
+
+- dpdata (🥇24 · ⭐ 200 · 📈) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- DP-GUI (🥈16 · ⭐ 7 · 📈) - A web-based GUI for user inputs. 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._
-- DeePDih (🥉7 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
+- args (🥉10 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0