diff --git a/README.md b/README.md
index 4f1839d..7b2e304 100644
--- a/README.md
+++ b/README.md
@@ -51,11 +51,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 6.1K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 5.9K / month):
```
pip install deepmd-kit
```
-- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.5M · ⏱️ 24.12.2024):
+- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.6M · ⏱️ 24.12.2024):
```
conda install -c conda-forge deepmd-kit
```
@@ -70,32 +70,16 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
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 · ⏱️ 30.01.2025):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 120 · 🔀 140 · 📋 2.1K - 5% open · ⏱️ 01.02.2025):
```
git clone https://github.com/deepmodeling/abacus-develop
```
-- [Conda](https://anaconda.org/conda-forge/abacus) (📥 300K · ⏱️ 27.12.2024):
+- [Conda](https://anaconda.org/conda-forge/abacus) (📥 330K · ⏱️ 27.12.2024):
```
conda install -c conda-forge abacus
```
DP-GEN (🥇24 · ⭐ 320) - 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) (👨💻 69 · 🔀 170 · 📥 1.9K · 📦 8 · 📋 310 - 13% open · ⏱️ 23.11.2024):
-
- ```
- git clone https://github.com/deepmodeling/dpgen
- ```
-- [PyPi](https://pypi.org/project/dpgen) (📥 820 / month):
- ```
- pip install dpgen
- ```
-- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 36K · ⏱️ 24.11.2024):
- ```
- conda install -c conda-forge dpgen
- ```
-dpdata (🥇24 · ⭐ 200) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 62 · 🔀 130 · 📦 140 · 📋 110 - 19% open · ⏱️ 21.01.2025):
@@ -103,11 +87,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dpdata
```
-- [PyPi](https://pypi.org/project/dpdata) (📥 15K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 14K / month):
```
pip install dpdata
```
-- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 88K · ⏱️ 22.01.2025):
+- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 89K · ⏱️ 22.01.2025):
```
conda install -c conda-forge dpdata
```
@@ -116,6 +100,22 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
docker pull dptechnology/dpdata
```
DP-GEN (🥇23 · ⭐ 320 · 📉) - 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) (👨💻 69 · 🔀 170 · 📥 1.9K · 📦 8 · 📋 310 - 13% open · ⏱️ 23.11.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/dpgen
+ ```
+- [PyPi](https://pypi.org/project/dpgen) (📥 740 / month):
+ ```
+ pip install dpgen
+ ```
+- [Conda](https://anaconda.org/conda-forge/dpgen) (📥 37K · ⏱️ 24.11.2024):
+ ```
+ conda install -c conda-forge dpgen
+ ```
+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 · 📦 55 · 📋 81 - 22% open · ⏱️ 28.01.2025):
@@ -123,11 +123,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dpdispatcher
```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 3.3K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 3.2K / month):
```
pip install dpdispatcher
```
-- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 20K · ⏱️ 30.12.2024):
+- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 22K · ⏱️ 31.01.2025):
```
conda install -c conda-forge dpdispatcher
```
@@ -143,11 +143,11 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 10K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 11K / month):
```
pip install reacnetgenerator
```
-- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 510K · ⏱️ 06.01.2025):
+- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 530K · ⏱️ 06.01.2025):
```
conda install -c conda-forge reacnetgenerator
```
@@ -159,16 +159,16 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 25K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 22K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 38K · ⏱️ 22.12.2024):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 39K · ⏱️ 22.12.2024):
```
conda install -c conda-forge dargs
```
dflow (🥈18 · ⭐ 67) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
+dflow (🥈18 · ⭐ 65) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/dflow) (👨💻 22 · 🔀 26 · 📋 36 - 38% open · ⏱️ 15.01.2025):
@@ -190,7 +190,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
DeepFlame (🥈16 · ⭐ 150) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 27 · 🔀 64 · 📋 49 - 40% open · ⏱️ 18.01.2025):
+- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 27 · 🔀 65 · 📋 49 - 40% open · ⏱️ 18.01.2025):
```
git clone https://github.com/deepmodeling/deepflame-dev
@@ -203,7 +203,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 340 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 320 / month):
```
pip install dpgen2
```
@@ -214,12 +214,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
APEX (🥈16 · ⭐ 26) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 7 · 🔀 19 · 📦 4 · 📋 9 - 11% open · ⏱️ 09.01.2025):
+- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 7 · 🔀 20 · 📦 4 · 📋 9 - 11% open · ⏱️ 09.01.2025):
```
git clone https://github.com/deepmodeling/APEX
```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 1.6K / month):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 1.5K / month):
```
pip install apex-flow
```
@@ -231,33 +231,33 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dpgui
```
-- [PyPi](https://pypi.org/project/dpgui) (📥 12K / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 11K / month):
```
pip install dpgui
```
DeePTB (🥈15 · ⭐ 60) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+JAX-FEM (🥈14 · ⭐ 340) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 23% open · ⏱️ 01.01.2025):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 9 · 🔀 51 · 📦 3 · 📋 46 - 58% open · ⏱️ 13.12.2024):
```
- git clone https://github.com/deepmodeling/DeePTB
+ git clone https://github.com/deepmodeling/jax-fem
```
-- [PyPi](https://pypi.org/project/dptb) (📥 300 / month):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 490 / month):
```
- pip install dptb
+ pip install jax-fem
```
JAX-FEM (🥈14 · ⭐ 340) - Differentiable Finite Element Method with JAX. GPL-3.0
+DeePTB (🥈14 · ⭐ 60 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 9 · 🔀 50 · 📦 3 · 📋 45 - 57% open · ⏱️ 13.12.2024):
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 10 · 🔀 16 · 📦 2 · 📋 38 - 23% open · ⏱️ 01.01.2025):
```
- git clone https://github.com/deepmodeling/jax-fem
+ git clone https://github.com/deepmodeling/DeePTB
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 460 / month):
+- [PyPi](https://pypi.org/project/dptb) (📥 260 / month):
```
- pip install jax-fem
+ pip install dptb
```
DMFF (🥈13 · ⭐ 170 · 💤) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
@@ -267,7 +267,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/DMFF
```
-- [Conda](https://anaconda.org/conda-forge/dmff) (📥 1.5K · ⏱️ 06.01.2024):
+- [Conda](https://anaconda.org/conda-forge/dmff) (📥 1.6K · ⏱️ 06.01.2024):
```
conda install -c conda-forge dmff
```
@@ -279,7 +279,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/rid-kit
```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 590 / month):
+- [PyPi](https://pypi.org/project/rid-kit) (📥 530 / month):
```
pip install rid-kit
```
@@ -291,7 +291,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 2.7K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 2.4K / month):
```
pip install deepmodeling_sphinx
```
@@ -311,7 +311,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/dpti
```
-- [PyPi](https://pypi.org/project/dpti) (📥 140 / month):
+- [PyPi](https://pypi.org/project/dpti) (📥 130 / month):
```
pip install dpti
```
@@ -338,7 +338,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
Blog (🥉9 · ⭐ 1) - DeepModeling Blog. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 9 · 🔀 8 · ⏱️ 22.01.2025):
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 9 · 🔀 8 · ⏱️ 05.02.2025):
```
git clone https://github.com/deepmodeling/blog
@@ -346,20 +346,12 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
AIS-Square (🥉8 · ⭐ 13) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 24.01.2025):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 05.02.2025):
```
git clone https://github.com/deepmodeling/AIS-Square
```
DeePDih (🥉8 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
-
-- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 3 · ⏱️ 19.04.2024):
-
- ```
- git clone https://github.com/deepmodeling/DeePDih
- ```
-fealpy (🥉8 · ⭐ 5 · 💤) - Finite Element Analysis Library in Python. Unlicensed
- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 57 · 🔀 2 · ⏱️ 24.04.2024):
@@ -367,19 +359,19 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
```
git clone https://github.com/deepmodeling/fealpy
```
-- [PyPi](https://pypi.org/project/fealpy) (📥 500 / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 470 / month):
```
pip install fealpy
```
fpop (🥉8 · ⭐ 2) - LGPL-3.0
+fpop (🥉8 · ⭐ 2 · 💤) - LGPL-3.0
- [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) (📥 680 / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 630 / month):
```
pip install fpop
```
@@ -396,6 +388,14 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
docker pull dptechnology/unifold
```
DeePDih (🥉7 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
+
+- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 3 · ⏱️ 19.04.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/DeePDih
+ ```
+community (🥉6 · ⭐ 85) - DeepModeling community content. Unlicensed
- [GitHub](https://github.com/deepmodeling/community) (👨💻 17 · 🔀 21 · ⏱️ 26.09.2024):
@@ -406,13 +406,13 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
tbplas (🥉6 · ⭐ 9 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed
-- [GitHub](https://github.com/deepmodeling/tbplas) (👨💻 10 · 🔀 4 · ⏱️ 17.01.2024):
+- [GitHub](https://github.com/deepmodeling/tbplas) (👨💻 10 · 🔀 5 · ⏱️ 17.01.2024):
```
git clone https://github.com/deepmodeling/tbplas
```
docs (🥉6 · ⭐ 3 · 📈) - The home page of DeepModeling documentation. LGPL-3.0
+docs (🥉6 · ⭐ 3) - The home page of DeepModeling documentation. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/docs) (👨💻 8 · 🔀 7 · ⏱️ 28.10.2024):
@@ -420,7 +420,7 @@ This curated list contains 38 awesome open-source projects with a total of 3.8K
git clone https://github.com/deepmodeling/docs
```
AI4Science101 (🥉5 · ⭐ 87 · 💤) - AI for Science. Unlicensed
+AI4Science101 (🥉5 · ⭐ 89 · 💤) - AI for Science. Unlicensed
- [GitHub](https://github.com/deepmodeling/AI4Science101) (👨💻 5 · 🔀 14 · ⏱️ 04.09.2022):
diff --git a/history/2025-02-06_changes.md b/history/2025-02-06_changes.md
new file mode 100644
index 0000000..ee974ec
--- /dev/null
+++ b/history/2025-02-06_changes.md
@@ -0,0 +1,8 @@
+## 📉 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._
+
+- DP-GEN (🥇23 · ⭐ 320 · 📉) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0
+- DeePTB (🥈14 · ⭐ 60 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+- DeePDih (🥉7 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
+
diff --git a/history/2025-02-06_projects.csv b/history/2025-02-06_projects.csv
new file mode 100644
index 0000000..a8e70ba
--- /dev/null
+++ b/history/2025-02-06_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 15:23:44,2025-02-05 04:47:50.000000,2024-12-23 20:06:37,3155,72.0,507.0,46.0,2290.0,83.0,782.0,1570.0,2024-12-23 20:14:18,3.0.1,47428.0,41057.0,53.0,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,5911.0,https://anaconda.org/conda-forge/deepmd-kit,2024-12-24 01:42:01.480,1579066.0,https://www.npmjs.com/package/deepmd-kit,29.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2024-11-25 23:15:53.163662,1.0,3291.0,29,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 04:04:52,2025-02-02 17:30:38.000000,2025-02-01 02:46:00,7079,238.0,139.0,11.0,3623.0,113.0,2018.0,183.0,2024-12-27 07:10:23,3.9.0,,17457.0,63.0,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 20:49:32.966,331686.0,,,,,,,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 13:24:23,2025-02-04 06:26:33.000000,2025-01-21 06:19:07,799,21.0,129.0,9.0,546.0,21.0,88.0,205.0,2025-01-21 06:26:55,0.2.22,,15393.0,38.0,A Python package for manipulating atomistic data of software in computational science.,135.0,135.0,62.0,https://pypi.org/project/dpdata,13728.0,https://anaconda.org/conda-forge/dpdata,2025-01-22 08:01:22.596,89448.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,640.0,24,True,others,1.0,
+3,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2025-02-03 23:13:55.000000,2024-11-23 07:57:08,2154,7.0,168.0,11.0,871.0,43.0,270.0,323.0,2024-11-23 08:11:47,0.13.0,1883.0,1431.0,19.0,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,744.0,https://anaconda.org/conda-forge/dpgen,2024-11-24 00:26:57.943,36902.0,,,,,,,23,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 05:14:37,2025-02-03 23:13:44.000000,2025-01-28 03:23:32,1103,6.0,53.0,6.0,407.0,18.0,63.0,48.0,2025-01-30 17:18:42,0.6.8,,6275.0,48.0,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,3182.0,https://anaconda.org/conda-forge/dpdispatcher,2025-01-31 00:37:48.785,21844.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2025-01-30 17:22:05.218053,,117049.0,22,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 15:07:56,2025-02-06 17:36:18.000000,2025-01-26 06:50:21,2522,21.0,39.0,8.0,2184.0,6.0,123.0,77.0,2025-01-05 07:30:15,1.6.15,,20078.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,18.0,https://pypi.org/project/reacnetgenerator,10709.0,https://anaconda.org/conda-forge/reacnetgenerator,2025-01-06 00:29:38.554,534046.0,,,,,,,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 22:20:28,2025-02-03 23:13:29.000000,2025-01-28 03:24:29,163,10.0,3.0,6.0,81.0,2.0,7.0,5.0,2024-11-21 03:25:26,0.4.10,,23315.0,31.0,Argument processing for the deep modeling project.,133.0,133.0,7.0,https://pypi.org/project/dargs,22470.0,https://anaconda.org/conda-forge/dargs,2024-12-22 08:33:55.288,38912.0,,,,,,,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 04:09:49,2149,19.0,26.0,1.0,852.0,14.0,22.0,65.0,2025-01-15 04:10:13,1.8.103,,290.0,100.0,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 07:42:22,1141,25.0,65.0,6.0,494.0,20.0,29.0,147.0,2025-01-08 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 02:41:16,2025-01-27 14:50:39.000000,2025-01-08 00:54:48,328,4.0,26.0,7.0,240.0,11.0,23.0,33.0,2023-01-28 03:43:25,0.0.7,,422.0,7.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,14.0,https://pypi.org/project/dpgen2,318.0,,,,,,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 14:50:46,609,18.0,20.0,7.0,81.0,1.0,8.0,26.0,2024-05-06 10:01:52,1.2.0,,1491.0,4.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,7.0,https://pypi.org/project/apex-flow,1491.0,,,,,,,,,,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 18:48:23,2025-02-03 23:13:36.000000,2024-12-30 23:08:54,321,15.0,5.0,6.0,502.0,,1.0,7.0,2024-11-17 07:05:49,1.0.1.post0,,11141.0,5.0,A web-based GUI for user inputs.,10.0,10.0,4.0,https://pypi.org/project/dpgui,11141.0,,,,,,,,,,16,True,others,2.0,
+12,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 08:09:10,209,4.0,51.0,12.0,6.0,27.0,19.0,337.0,,,,489.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,9.0,https://pypi.org/project/jax-fem,489.0,,,,,,,,,,14,True,others,2.0,
+13,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2025-02-05 20:31:58.000000,2025-01-01 03:36:51,756,8.0,16.0,3.0,181.0,9.0,29.0,60.0,2024-08-15 03:02:38,2.1.1,,263.0,11.0,DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.,2.0,2.0,10.0,https://pypi.org/project/dptb,263.0,,,,,,,,,,14,True,others,2.0,-1.0
+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,,45.0,9.0,165.0,11.0,16.0,168.0,2023-11-09 14:32:37,1.0.0,,123.0,4.0,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 07:33:02.470,1603.0,,,,,,,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 03:25:35,0.6.4,148.0,534.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,531.0,,,,,,,,,,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 00:19:06,2025-02-03 23:13:36.000000,2024-10-27 22:37:03,76,,7.0,5.0,69.0,,,3.0,2024-10-27 22:37:32,0.3.0,,2354.0,24.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,2354.0,,,,,,,,,,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 15:38:51,4433,227.0,,,,,,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 13:57:37,2025-02-03 23:14:03.000000,2024-12-30 23:51:31,429,12.0,19.0,7.0,76.0,9.0,1.0,22.0,,,,132.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,18.0,https://pypi.org/project/dpti,132.0,,,,,,,,,,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 03:27:24,2025-02-03 15:44:26.000000,2024-12-30 23:07:48,79,5.0,2.0,5.0,52.0,,,2.0,2024-12-12 01:19:43,0.1.0,,132.0,17.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,132.0,,,,,10,True,others,3.0,
+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 23:11:55,2025-02-05 09:40:15.000000,2025-02-05 09:40:13,290,106.0,8.0,6.0,225.0,,,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 09:52:30,2025-02-05 09:26:10.000000,2025-02-05 09:26:10,792,98.0,8.0,8.0,210.0,5.0,1.0,13.0,,,,,,,,,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,,,,470.0,,Finite Element Analysis Library in Python.,,,57.0,https://pypi.org/project/fealpy,470.0,,,,,,,,,,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,,,,634.0,,,12.0,12.0,4.0,https://pypi.org/project/fpop,634.0,,,,,,,,,,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,,814.0,7,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,3.0,1.0,1.0,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,7,True,others,3.0,-1.0
+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,,5.0,9.0,2.0,3.0,,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,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,,,3.0,,,,,,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,,14.0,9.0,29.0,,1.0,89.0,,,,,,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,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 e98e2d6..ee974ec 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -1,7 +1,8 @@
-## 📈 Trending Up
+## 📉 Trending Down
-_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._
+_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 (🥉8 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
-- docs (🥉6 · ⭐ 3 · 📈) - The home page of DeepModeling documentation. LGPL-3.0
+- DP-GEN (🥇23 · ⭐ 320 · 📉) - The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field. LGPL-3.0
+- DeePTB (🥈14 · ⭐ 60 · 📉) - DeePTB: A deep learning package for tight-binding approach with ab initio accuracy. LGPL-3.0
+- DeePDih (🥉7 · ⭐ 5 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT