diff --git a/README.md b/README.md
index 1318f88..2a764d6 100644
--- a/README.md
+++ b/README.md
@@ -44,50 +44,50 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
-DeePMD-kit (🥇28 · ⭐ 1.7K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+DeePMD-kit (🥇29 · ⭐ 1.7K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 75 · 🔀 530 · 📥 52K · 📦 33 · 📋 900 - 9% open · ⏱️ 23.05.2025):
+- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨💻 79 · 🔀 530 · 📥 53K · 📦 33 · 📋 900 - 9% open · ⏱️ 11.06.2025):
```
git clone https://github.com/deepmodeling/deepmd-kit
```
-- [PyPi](https://pypi.org/project/deepmd-kit) (📥 3.4K / month):
+- [PyPi](https://pypi.org/project/deepmd-kit) (📥 3.7K / month):
```
pip install deepmd-kit
```
-- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.9M · ⏱️ 24.05.2025):
+- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (📥 1.9M · ⏱️ 11.06.2025):
```
conda install -c conda-forge deepmd-kit
```
-- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 16 / month):
+- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 1 / month):
```
npm install deepmd-kit
```
-- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 3.6K · ⭐ 1 · ⏱️ 28.05.2025):
+- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (📥 3.7K · ⭐ 1 · ⏱️ 12.06.2025):
```
docker pull deepmodeling/deepmd-kit
```
ABACUS (🥇24 · ⭐ 200) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 130 · 🔀 140 · 📋 2.3K - 5% open · ⏱️ 29.05.2025):
+- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨💻 130 · 🔀 140 · 📋 2.3K - 5% open · ⏱️ 12.06.2025):
```
git clone https://github.com/deepmodeling/abacus-develop
```
-- [Conda](https://anaconda.org/conda-forge/abacus) (📥 410K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/abacus) (📥 430K · ⏱️ 22.04.2025):
```
conda install -c conda-forge abacus
```
DP-GEN (🥇23 · ⭐ 340) - 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 · 📋 320 - 14% open · ⏱️ 21.02.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen) (👨💻 69 · 🔀 170 · 📥 2K · 📦 8 · 📋 320 - 14% open · ⏱️ 21.02.2025):
```
git clone https://github.com/deepmodeling/dpgen
```
-- [PyPi](https://pypi.org/project/dpgen) (📥 500 / month):
+- [PyPi](https://pypi.org/project/dpgen) (📥 490 / month):
```
pip install dpgen
```
@@ -96,18 +96,18 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
conda install -c conda-forge dpgen
```
dpdata (🥇23 · ⭐ 210 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+dpdata (🥇22 · ⭐ 210 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 63 · 🔀 130 · 📦 140 · 📋 110 - 20% open · ⏱️ 20.03.2025):
+- [GitHub](https://github.com/deepmodeling/dpdata) (👨💻 63 · 🔀 130 · 📦 140 · 📋 120 - 20% open · ⏱️ 20.03.2025):
```
git clone https://github.com/deepmodeling/dpdata
```
-- [PyPi](https://pypi.org/project/dpdata) (📥 14K / month):
+- [PyPi](https://pypi.org/project/dpdata) (📥 19K / month):
```
pip install dpdata
```
-- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 99K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dpdata) (📥 100K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dpdata
```
@@ -116,45 +116,45 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
docker pull dptechnology/dpdata
```
dpdispatcher (🥈21 · ⭐ 51) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
+dpdispatcher (🥈21 · ⭐ 52) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨💻 46 · 🔀 54 · 📦 64 · 📋 84 - 22% open · ⏱️ 25.04.2025):
+- [GitHub](https://github.com/deepmodeling/dpdispatcher) (👨💻 46 · 🔀 54 · 📦 65 · 📋 84 - 21% open · ⏱️ 25.04.2025):
```
git clone https://github.com/deepmodeling/dpdispatcher
```
-- [PyPi](https://pypi.org/project/dpdispatcher) (📥 1.3K / month):
+- [PyPi](https://pypi.org/project/dpdispatcher) (📥 1.5K / month):
```
pip install dpdispatcher
```
-- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 27K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (📥 28K · ⏱️ 03.06.2025):
```
conda install -c conda-forge dpdispatcher
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (📥 130K · ⏱️ 30.01.2025):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (📥 130K · ⏱️ 02.06.2025):
```
docker pull dptechnology/dpdispatcher
```
reacnetgenerator (🥈20 · ⭐ 87 · 📈) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+reacnetgenerator (🥈19 · ⭐ 88 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 40 · 📦 3 · 📋 130 - 5% open · ⏱️ 20.02.2025):
+- [GitHub](https://github.com/deepmodeling/reacnetgenerator) (👨💻 18 · 🔀 40 · 📦 3 · 📋 130 - 5% open · ⏱️ 10.06.2025):
```
git clone https://github.com/deepmodeling/reacnetgenerator
```
-- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.6K / month):
+- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 1.8K / month):
```
pip install reacnetgenerator
```
-- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 600K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 610K · ⏱️ 22.04.2025):
```
conda install -c conda-forge reacnetgenerator
```
dflow (🥈19 · ⭐ 71) - 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 · 🔀 28 · 📋 36 - 38% open · ⏱️ 23.05.2025):
+- [GitHub](https://github.com/deepmodeling/dflow) (👨💻 23 · 🔀 28 · 📋 36 - 38% open · ⏱️ 04.06.2025):
```
git clone https://github.com/deepmodeling/dflow
@@ -167,21 +167,17 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
```
conda install -c conda-forge dflow
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 12K · ⏱️ 23.05.2025):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (📥 12K · ⏱️ 04.06.2025):
```
docker pull dptechnology/dflow
```
DeePTB (🥈17 · ⭐ 75 · 📈) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+DeepFlame (🥈17 · ⭐ 170 · 📈) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 11 · 🔀 19 · 📦 4 · 📋 47 - 36% open · ⏱️ 08.05.2025):
+- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 28 · 🔀 69 · 📋 50 - 42% open · ⏱️ 08.06.2025):
```
- git clone https://github.com/deepmodeling/DeePTB
- ```
-- [PyPi](https://pypi.org/project/dptb) (📥 350 / month):
- ```
- pip install dptb
+ git clone https://github.com/deepmodeling/deepflame-dev
```
dargs (🥈17 · ⭐ 6) - Argument processing for the deep modeling project. LGPL-3.0
@@ -191,99 +187,91 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
```
git clone https://github.com/deepmodeling/dargs
```
-- [PyPi](https://pypi.org/project/dargs) (📥 26K / month):
+- [PyPi](https://pypi.org/project/dargs) (📥 33K / month):
```
pip install dargs
```
-- [Conda](https://anaconda.org/conda-forge/dargs) (📥 46K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dargs) (📥 47K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dargs
```
DeepFlame (🥈16 · ⭐ 170) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0
+DeePTB (🥈16 · ⭐ 77 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨💻 27 · 🔀 68 · 📋 50 - 42% open · ⏱️ 27.05.2025):
+- [GitHub](https://github.com/deepmodeling/DeePTB) (👨💻 11 · 🔀 19 · 📦 4 · 📋 47 - 34% open · ⏱️ 09.06.2025):
```
- git clone https://github.com/deepmodeling/deepflame-dev
+ git clone https://github.com/deepmodeling/DeePTB
+ ```
+- [PyPi](https://pypi.org/project/dptb) (📥 100 / month):
+ ```
+ pip install dptb
```
DPGEN2 (🥈16 · ⭐ 39) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
+DPGEN2 (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 15 · 🔀 31 · 📦 6 · 📋 35 - 34% open · ⏱️ 29.04.2025):
+- [GitHub](https://github.com/deepmodeling/dpgen2) (👨💻 15 · 🔀 31 · 📦 6 · 📋 35 - 34% open · ⏱️ 10.06.2025):
```
git clone https://github.com/deepmodeling/dpgen2
```
-- [PyPi](https://pypi.org/project/dpgen2) (📥 63 / month):
+- [PyPi](https://pypi.org/project/dpgen2) (📥 55 / month):
```
pip install dpgen2
```
-- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.9K · ⏱️ 29.04.2025):
+- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 3.9K · ⏱️ 10.06.2025):
```
docker pull dptechnology/dpgen2
```
JAX-FEM (🥈15 · ⭐ 400 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
+JAX-FEM (🥈15 · ⭐ 410) - Differentiable Finite Element Method with JAX. GPL-3.0
-- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 10 · 🔀 66 · 📦 3 · 📋 51 - 56% open · ⏱️ 05.05.2025):
+- [GitHub](https://github.com/deepmodeling/jax-fem) (👨💻 10 · 🔀 68 · 📦 3 · 📋 53 - 54% open · ⏱️ 31.05.2025):
```
git clone https://github.com/deepmodeling/jax-fem
```
-- [PyPi](https://pypi.org/project/jax-fem) (📥 450 / month):
+- [PyPi](https://pypi.org/project/jax-fem) (📥 250 / month):
```
pip install jax-fem
```
APEX (🥈15 · ⭐ 33) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
+APEX (🥈15 · ⭐ 34) - APEX: Alloy Properties EXplorer using simulations. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/APEX) (👨💻 7 · 🔀 21 · 📦 4 · 📋 9 - 11% open · ⏱️ 10.04.2025):
```
git clone https://github.com/deepmodeling/APEX
```
-- [PyPi](https://pypi.org/project/apex-flow) (📥 240 / month):
+- [PyPi](https://pypi.org/project/apex-flow) (📥 260 / month):
```
pip install apex-flow
```
DMFF (🥈14 · ⭐ 170) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0
+DMFF (🥈14 · ⭐ 180) - 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 · 🔀 46 · 📋 28 - 39% open · ⏱️ 10.04.2025):
```
git clone https://github.com/deepmodeling/DMFF
```
-- [Conda](https://anaconda.org/conda-forge/dmff) (📥 2K · ⏱️ 22.04.2025):
+- [Conda](https://anaconda.org/conda-forge/dmff) (📥 2.1K · ⏱️ 22.04.2025):
```
conda install -c conda-forge dmff
```
DP-GUI (🥈14 · ⭐ 8) - A web-based GUI for user inputs. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 12 · ⏱️ 13.03.2025):
+- [GitHub](https://github.com/deepmodeling/dpgui) (👨💻 4 · 🔀 5 · 📦 13 · ⏱️ 13.03.2025):
```
git clone https://github.com/deepmodeling/dpgui
```
-- [PyPi](https://pypi.org/project/dpgui) (📥 15K / month):
+- [PyPi](https://pypi.org/project/dpgui) (📥 20K / month):
```
pip install dpgui
```
rid-kit (🥉12 · ⭐ 48 · 📉) - Reinforced dynamics. LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 23 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
-
- ```
- git clone https://github.com/deepmodeling/rid-kit
- ```
-- [PyPi](https://pypi.org/project/rid-kit) (📥 110 / month):
- ```
- pip install rid-kit
- ```
-GPUMD (🥉12 · ⭐ 7) - Graphics Processing Units Molecular Dynamics. GPL-3.0
- [GitHub](https://github.com/deepmodeling/GPUMD) (👨💻 49 · ⏱️ 16.05.2025):
@@ -292,14 +280,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
git clone https://github.com/deepmodeling/GPUMD
```
fealpy (🥉12 · ⭐ 6 · 📈) - Finite Element Analysis Library in Python. Unlicensed
+fealpy (🥉12 · ⭐ 6) - Finite Element Analysis Library in Python. Unlicensed
- [GitHub](https://github.com/deepmodeling/fealpy) (👨💻 69 · 🔀 2 · ⏱️ 28.04.2025):
```
git clone https://github.com/deepmodeling/fealpy
```
-- [PyPi](https://pypi.org/project/fealpy) (📥 430 / month):
+- [PyPi](https://pypi.org/project/fealpy) (📥 230 / month):
```
pip install fealpy
```
@@ -311,19 +299,31 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
```
git clone https://github.com/deepmodeling/deepmodeling_sphinx
```
-- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.2K / month):
+- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (📥 1.3K / month):
```
pip install deepmodeling_sphinx
```
args (🥉11 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
+rid-kit (🥉11 · ⭐ 48 · 📉) - Reinforced dynamics. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/rid-kit) (👨💻 14 · 🔀 23 · 📥 150 · 📦 2 · 📋 5 - 40% open · ⏱️ 31.03.2025):
+
+ ```
+ git clone https://github.com/deepmodeling/rid-kit
+ ```
+- [PyPi](https://pypi.org/project/rid-kit) (📥 21 / month):
+ ```
+ pip install rid-kit
+ ```
+args (🥉10 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/args) (👨💻 3 · 🔀 2 · 📦 5 · ⏱️ 06.03.2025):
```
git clone https://github.com/deepmodeling/args
```
-- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 150 / month):
+- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 140 / month):
```
npm install @deepmodeling/args
```
@@ -336,41 +336,29 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
git clone https://github.com/deepmodeling/deepks-kit
```
community (🥉9 · ⭐ 88 · 📈) - DeepModeling community content. Unlicensed
+community (🥉9 · ⭐ 88) - DeepModeling community content. Unlicensed
-- [GitHub](https://github.com/deepmodeling/community) (👨💻 19 · 🔀 23 · ⏱️ 27.05.2025):
+- [GitHub](https://github.com/deepmodeling/community) (👨💻 19 · 🔀 23 · ⏱️ 12.06.2025):
```
git clone https://github.com/deepmodeling/community
```
dpti (🥉9 · ⭐ 27) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
-
-- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 15.03.2025):
-
- ```
- git clone https://github.com/deepmodeling/dpti
- ```
-- [PyPi](https://pypi.org/project/dpti) (📥 24 / month):
- ```
- pip install dpti
- ```
-fpop (🥉9 · ⭐ 3 · 💤) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 13 · 📦 14 · ⏱️ 01.07.2024):
+- [GitHub](https://github.com/deepmodeling/fpop) (👨💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024):
```
git clone https://github.com/deepmodeling/fpop
```
-- [PyPi](https://pypi.org/project/fpop) (📥 300 / month):
+- [PyPi](https://pypi.org/project/fpop) (📥 320 / month):
```
pip install fpop
```
AIS-Square (🥉8 · ⭐ 13) - LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 29.05.2025):
+- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 11.06.2025):
```
git clone https://github.com/deepmodeling/AIS-Square
@@ -378,12 +366,24 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
Blog (🥉8 · ⭐ 2) - DeepModeling Blog. LGPL-3.0
-- [GitHub](https://github.com/deepmodeling/blog) (👨💻 10 · 🔀 10 · ⏱️ 29.05.2025):
+- [GitHub](https://github.com/deepmodeling/blog) (👨💻 10 · 🔀 10 · ⏱️ 12.06.2025):
```
git clone https://github.com/deepmodeling/blog
```
dpti (🥉7 · ⭐ 28 · 📉) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
+
+- [GitHub](https://github.com/deepmodeling/dpti) (👨💻 17 · 🔀 19 · 📦 2 · 📋 10 - 90% open · ⏱️ 15.03.2025):
+
+ ```
+ git clone https://github.com/deepmodeling/dpti
+ ```
+- [PyPi](https://pypi.org/project/dpti) (📥 15 / month):
+ ```
+ pip install dpti
+ ```
+tutorials (🥉7 · ⭐ 15) - Tutorials for DeepModeling projects. Unlicensed
- [GitHub](https://github.com/deepmodeling/tutorials) (👨💻 11 · 🔀 23 · ⏱️ 03.04.2025):
@@ -412,14 +412,6 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
git clone https://github.com/deepmodeling/tbplas
```
DeePDih (🥉6 · ⭐ 6 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
-
-- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 4 · ⏱️ 19.04.2024):
-
- ```
- git clone https://github.com/deepmodeling/DeePDih
- ```
-docs (🥉6 · ⭐ 3 · 💤) - The home page of DeepModeling documentation. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/docs) (👨💻 8 · 🔀 7 · ⏱️ 28.10.2024):
@@ -428,7 +420,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
git clone https://github.com/deepmodeling/docs
```
AI4Science101 (🥉5 · ⭐ 91 · 💤) - AI for Science. Unlicensed
+AI4Science101 (🥉5 · ⭐ 93 · 💤) - AI for Science. Unlicensed
- [GitHub](https://github.com/deepmodeling/AI4Science101) (👨💻 5 · 🔀 14 · ⏱️ 04.09.2022):
@@ -436,6 +428,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.1K
git clone https://github.com/deepmodeling/AI4Science101
```
DeePDih (🥉5 · ⭐ 6 · 💤) - Deep Potential driven molecular dihedral scan toolkit. MIT
+
+- [GitHub](https://github.com/deepmodeling/DeePDih) (🔀 3 · 📥 4 · ⏱️ 19.04.2024):
+
+ ```
+ git clone https://github.com/deepmodeling/DeePDih
+ ```
+DeepH-pack (🥉4 · ⭐ 12 · 💤) - Deep neural networks for density functional theory Hamiltonian. LGPL-3.0
- [GitHub](https://github.com/deepmodeling/DeepH-pack) (👨💻 6 · 🔀 6 · 📋 6 - 66% open · ⏱️ 28.12.2023):
diff --git a/history/2025-06-12_changes.md b/history/2025-06-12_changes.md
new file mode 100644
index 0000000..89fc02b
--- /dev/null
+++ b/history/2025-06-12_changes.md
@@ -0,0 +1,17 @@
+## 📈 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 (🥇29 · ⭐ 1.7K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- DeepFlame (🥈17 · ⭐ 170 · 📈) - A deep learning empowered open-source platform for reacting flow simulations. GPL-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._
+
+- dpdata (🥇22 · ⭐ 210 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- reacnetgenerator (🥈19 · ⭐ 88 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+- DeePTB (🥈16 · ⭐ 77 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+- rid-kit (🥉11 · ⭐ 48 · 📉) - Reinforced dynamics. LGPL-3.0
+- dpti (🥉7 · ⭐ 28 · 📉) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0
+
diff --git a/history/2025-06-12_projects.csv b/history/2025-06-12_projects.csv
new file mode 100644
index 0000000..51ee54c
--- /dev/null
+++ b/history/2025-06-12_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 15:23:44,2025-06-12 14:06:06.712335,2025-06-11 05:53:58,3314,76.0,528.0,46.0,2414.0,84.0,812.0,1678,2025-06-11 06:01:47,3.1.0,53204.0,43208.0,58.0,A deep learning package for many-body potential energy representation and molecular dynamics.,33.0,33.0,79.0,https://pypi.org/project/deepmd-kit,3716.0,https://anaconda.org/conda-forge/deepmd-kit,2025-06-11 11:42:47.882,1932862.0,https://www.npmjs.com/package/deepmd-kit,1.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2025-06-12 14:06:06.712335,1.0,3663.0,29,True,others,1.0,1.0
+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 04:04:52,2025-06-12 01:15:10.000000,2025-06-12 01:14:01,7284,143.0,141.0,10.0,3865.0,129.0,2156.0,199,2025-06-06 03:39:57,3.9.0.7,,18500.0,71.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,127.0,,,https://anaconda.org/conda-forge/abacus,2025-04-22 14:58:45.321,425506.0,,,,,,,24,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 11:43:56,2025-06-10 06:09:05.000000,2025-02-21 06:05:03,2168,,172.0,10.0,893.0,47.0,277.0,345,2025-02-21 06:06:07,0.13.1,1952.0,1212.0,20.0,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,494.0,https://anaconda.org/conda-forge/dpgen,2025-04-22 14:57:10.509,41391.0,,,,,,,23,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 13:24:23,2025-06-09 19:36:43.000000,2025-03-20 03:30:40,813,2.0,132.0,7.0,571.0,24.0,91.0,212,2025-03-20 03:31:32,0.2.24,,20771.0,40.0,A Python package for manipulating atomistic data of software in computational science.,143.0,143.0,63.0,https://pypi.org/project/dpdata,19021.0,https://anaconda.org/conda-forge/dpdata,2025-04-22 14:57:07.913,101048.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,645.0,22,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 05:14:37,2025-06-09 19:36:40.000000,2025-04-25 09:19:39,1104,1.0,54.0,5.0,409.0,18.0,66.0,52,2025-06-02 21:11:24,0.6.9,,4672.0,49.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,65.0,65.0,46.0,https://pypi.org/project/dpdispatcher,1483.0,https://anaconda.org/conda-forge/dpdispatcher,2025-06-03 06:40:43.225,28167.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2025-06-02 21:15:24.882385,,126156.0,21,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 15:07:56,2025-06-10 18:00:29.000000,2025-06-10 17:57:25,2524,1.0,40.0,7.0,2207.0,7.0,123.0,88,2025-01-05 07:30:15,1.6.15,,11816.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,18.0,https://pypi.org/project/reacnetgenerator,1824.0,https://anaconda.org/conda-forge/reacnetgenerator,2025-04-22 14:57:18.750,609558.0,,,,,,,19,True,others,2.0,-1.0
+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 08:14:36,2025-06-04 08:34:31.588360,2025-06-04 08:31:57,2215,56.0,28.0,1.0,884.0,14.0,22.0,71,2025-06-04 08:32:23,1.8.119,,300.0,100.0,Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows)..,,,23.0,https://pypi.org/project/dflow,,https://anaconda.org/conda-forge/dflow,,,,,https://hub.docker.com/r/dptechnology/dflow,2025-06-04 08:34:31.588360,,12330.0,19,True,others,2.0,
+7,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2025-06-08 06:49:21.000000,2025-06-08 06:49:21,1155,14.0,69.0,8.0,507.0,21.0,29.0,170,2025-01-08 11:06:39,1.5,,,22.0,A deep learning empowered open-source platform for reacting flow simulations.,,,28.0,,,,,,,,,,,,17,True,others,2.0,1.0
+8,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2025-06-09 19:36:34.000000,2025-01-28 03:24:29,163,,3.0,5.0,81.0,2.0,7.0,6,2024-11-21 03:25:26,0.4.10,,33757.0,31.0,Argument processing for the deep modeling project.,145.0,145.0,7.0,https://pypi.org/project/dargs,32820.0,https://anaconda.org/conda-forge/dargs,2025-04-22 14:57:50.542,46853.0,,,,,,,17,True,others,2.0,
+9,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2025-06-09 18:38:46.000000,2025-06-09 18:37:53,788,31.0,19.0,3.0,208.0,16.0,31.0,77,2025-05-07 14:02:40,2.2.0,,105.0,12.0,DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.,4.0,4.0,11.0,https://pypi.org/project/dptb,105.0,,,,,,,,,,16,True,others,2.0,-1.0
+10,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2025-06-10 00:58:15.974373,2025-06-10 00:56:34,334,5.0,31.0,6.0,253.0,12.0,23.0,40,2023-01-28 03:43:25,0.0.7,,153.0,7.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,15.0,https://pypi.org/project/dpgen2,55.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2025-06-10 00:58:15.974373,,3922.0,16,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 15:20:54,2025-05-31 08:33:13.000000,2025-05-31 08:33:09,213,4.0,68.0,12.0,7.0,29.0,24.0,409,,,,253.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,10.0,https://pypi.org/project/jax-fem,253.0,,,,,,,,,,15,True,others,2.0,
+12,APEX,deepmodeling/APEX,apex-flow,,,,https://github.com/deepmodeling/APEX,https://github.com/deepmodeling/APEX,LGPL-3.0,2023-04-20 06:13:42,2025-05-07 07:41:26.000000,2025-04-10 13:16:14,621,3.0,21.0,7.0,88.0,1.0,8.0,34,2024-05-06 10:01:52,1.2.0,,258.0,4.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,7.0,https://pypi.org/project/apex-flow,258.0,,,,,,,,,,15,True,others,2.0,
+13,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2025-04-22 14:58:55.028000,2025-04-10 05:17:05,434,3.0,46.0,9.0,167.0,11.0,17.0,176,2023-11-09 14:32:37,1.0.0,,124.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,14.0,,,https://anaconda.org/conda-forge/dmff,2025-04-22 14:58:55.028,2124.0,,,,,,,14,True,others,2.0,
+14,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2025-06-09 19:36:51.000000,2025-03-13 03:19:56,324,,5.0,6.0,526.0,,1.0,8,2024-11-17 07:05:49,1.0.1.post0,,19506.0,5.0,A web-based GUI for user inputs.,13.0,13.0,4.0,https://pypi.org/project/dpgui,19506.0,,,,,,,,,,14,True,others,2.0,
+15,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2025-05-16 19:36:22.000000,2025-05-16 14:14:27,5460,460.0,,,,,,7,,,,,,Graphics Processing Units Molecular Dynamics.,,,49.0,,,,,,,,,,,,12,True,others,3.0,
+16,fealpy,deepmodeling/fealpy,fealpy,,,,https://github.com/deepmodeling/fealpy,https://github.com/deepmodeling/fealpy,,2023-04-10 03:58:57,2025-05-09 01:36:48.000000,2025-04-28 09:12:41,9611,74.0,2.0,1.0,1.0,,,6,,,,234.0,,Finite Element Analysis Library in Python.,,,69.0,https://pypi.org/project/fealpy,234.0,,,,,,,,,,12,True,others,3.0,
+17,deepmodeling_sphinx,deepmodeling/deepmodeling_sphinx,deepmodeling_sphinx,,,,https://github.com/deepmodeling/deepmodeling_sphinx,https://github.com/deepmodeling/deepmodeling_sphinx,LGPL-3.0,2022-03-04 00:19:06,2025-06-09 19:36:33.000000,2025-03-22 17:20:16,77,1.0,6.0,5.0,70.0,,,3,2025-03-22 17:20:41,0.3.1,,1288.0,25.0,Sphinx extension for DeepModeling projects.,,,7.0,https://pypi.org/project/deepmodeling_sphinx,1288.0,,,,,,,,,,12,True,others,3.0,
+18,rid-kit,deepmodeling/rid-kit,rid-kit,,,,https://github.com/deepmodeling/rid-kit,https://github.com/deepmodeling/rid-kit,LGPL-3.0,2021-02-02 02:44:00,2025-03-31 04:23:22.000000,2025-03-31 04:21:54,477,1.0,23.0,4.0,21.0,2.0,3.0,48,2024-05-14 03:25:35,0.6.4,148.0,24.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,21.0,,,,,,,,,,11,True,others,3.0,-1.0
+19,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2025-06-09 16:28:09.000000,2025-03-06 02:44:30,83,,2.0,5.0,56.0,,,2,2025-03-06 02:44:56,0.1.1,,145.0,18.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,145.0,,,,,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 03:27:50,2025-04-28 21:22:59.000000,2025-04-28 21:22:58,385,1.0,36.0,13.0,47.0,12.0,17.0,107,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,9,True,others,3.0,
+21,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2025-06-12 05:57:22.000000,2025-06-12 05:57:22,165,28.0,23.0,10.0,51.0,,2.0,88,,,,,,DeepModeling community content.,,,19.0,,,,,,,,,,,,9,True,others,3.0,
+22,fpop,deepmodeling/fpop,fpop,,,,https://github.com/deepmodeling/fpop,https://github.com/deepmodeling/fpop,LGPL-3.0,2023-02-10 03:16:47,2024-07-01 09:11:36.000000,2024-07-01 09:11:36,42,,12.0,9.0,25.0,4.0,,3,,,,321.0,,,15.0,15.0,4.0,https://pypi.org/project/fpop,321.0,,,,,,,,,,9,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 09:52:30,2025-06-11 06:39:46.000000,2025-06-11 06:39:46,1058,142.0,8.0,8.0,210.0,5.0,1.0,13,,,,,,,,,8.0,,,,,,,,,,,,8,True,others,3.0,
+24,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2025-06-12 16:28:36.000000,2025-06-12 16:28:35,326,30.0,10.0,6.0,267.0,,,2,,,,,,DeepModeling Blog.,,,10.0,,,,,,,,,,,,8,True,others,3.0,
+25,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2025-06-09 19:39:01.000000,2025-03-15 19:50:12,432,1.0,19.0,6.0,81.0,9.0,1.0,28,,,,15.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,17.0,https://pypi.org/project/dpti,15.0,,,,,,,,,,7,True,others,3.0,-2.0
+26,tutorials,deepmodeling/tutorials,,,,,https://github.com/deepmodeling/tutorials,https://github.com/deepmodeling/tutorials,,2022-03-07 06:19:19,2025-04-03 06:16:39.000000,2025-04-03 06:16:39,146,3.0,23.0,5.0,67.0,,3.0,15,,,,,,Tutorials for DeepModeling projects.,,,11.0,,,,,,,,,,,,7,True,others,3.0,
+27,Uni-Fold,deepmodeling/Uni-Fold,,,,dptechnology/unifold,https://github.com/deepmodeling/Uni-Fold,https://github.com/deepmodeling/Uni-Fold,Apache-2.0,2021-12-07 14:40:37,2024-04-11 02:15:21.000000,2022-08-18 15:27:32,29,,19.0,5.0,2.0,,1.0,92,,,,19.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,836.0,6,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,,10,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3.0,
+29,docs,deepmodeling/docs,,,,,https://github.com/deepmodeling/docs,https://github.com/deepmodeling/docs,LGPL-3.0,2021-07-05 00:32:29,2024-10-28 21:42:38.000000,2024-10-28 21:42:38,28,,7.0,5.0,24.0,,,3,,,,,,The home page of DeepModeling documentation.,,,8.0,,,,,,,,,,,,6,True,others,3.0,
+30,AI4Science101,deepmodeling/AI4Science101,,,,,https://github.com/deepmodeling/AI4Science101,https://github.com/deepmodeling/AI4Science101,,2022-06-19 02:26:48,2024-04-11 02:15:55.000000,2022-09-04 02:06:18,139,,14.0,9.0,29.0,,1.0,93,,,,,,AI for Science.,,,5.0,,,,,,,,,,,,5,True,others,3.0,
+31,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2024-12-21 09:53:32.000000,2024-04-19 07:37:47,61,,3.0,2.0,,,,6,2024-12-21 09:53:32,dpa-2-gfn2-xtb-tblite,4.0,0.0,1.0,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,5,True,others,3.0,
+32,DeepH-pack,deepmodeling/DeepH-pack,,,,,https://github.com/deepmodeling/DeepH-pack,https://github.com/deepmodeling/DeepH-pack,LGPL-3.0,2022-07-19 08:07:24,2024-04-11 02:16:01.000000,2023-12-28 12:48:09,56,,6.0,2.0,2.0,4.0,2.0,12,,,,,,Deep neural networks for density functional theory Hamiltonian.,,,6.0,,,,,,,,,,,,4,True,others,3.0,
+33,ADMP,deepmodeling/ADMP,,,,,https://github.com/deepmodeling/ADMP,https://github.com/deepmodeling/ADMP,,2021-12-26 07:22:47,2024-04-11 02:15:25.000000,2022-02-15 02:13:59,120,,3.0,1.0,6.0,,,4,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,4,True,others,3.0,
+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,,,4,,,,,,,,,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 02:10:20,2025-02-18 05:21:27.000000,2025-01-10 16:30:29,127,,1.0,2.0,1.0,2.0,1.0,6,,,,,,,,,3.0,,,,,,,,,,,,2,True,others,3.0,
+36,openfinite,deepmodeling/openfinite,,,,,https://github.com/deepmodeling/openfinite,https://github.com/deepmodeling/openfinite,LGPL-3.0,2021-10-10 08:56:48,2024-04-11 02:15:14.000000,2021-10-06 08:13:39,13,,1.0,1.0,1.0,,,1,,,,,,,,,2.0,,,,,,,,,,,,0,True,others,,
+37,dflow-op-cutter,deepmodeling/dflow-op-cutter,,,,,https://github.com/deepmodeling/dflow-op-cutter,https://github.com/deepmodeling/dflow-op-cutter,,2022-06-24 01:31:42,2024-04-11 02:15:58.000000,2022-07-06 09:54:08,4,,2.0,4.0,1.0,,1.0,1,,,,,,,,,2.0,,,,,,,,,,,,-1,True,others,3.0,
diff --git a/latest-changes.md b/latest-changes.md
index 20b3375..89fc02b 100644
--- a/latest-changes.md
+++ b/latest-changes.md
@@ -2,16 +2,16 @@
_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._
-- reacnetgenerator (🥈20 · ⭐ 87 · 📈) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
-- DeePTB (🥈17 · ⭐ 75 · 📈) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
-- JAX-FEM (🥈15 · ⭐ 400 · 📈) - Differentiable Finite Element Method with JAX. GPL-3.0
-- fealpy (🥉12 · ⭐ 6 · 📈) - Finite Element Analysis Library in Python. Unlicensed
-- community (🥉9 · ⭐ 88 · 📈) - DeepModeling community content. Unlicensed
+- DeePMD-kit (🥇29 · ⭐ 1.7K · 📈) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0
+- DeepFlame (🥈17 · ⭐ 170 · 📈) - A deep learning empowered open-source platform for reacting flow simulations. GPL-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._
-- dpdata (🥇23 · ⭐ 210 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
-- rid-kit (🥉12 · ⭐ 48 · 📉) - Reinforced dynamics. LGPL-3.0
+- dpdata (🥇22 · ⭐ 210 · 📉) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0
+- reacnetgenerator (🥈19 · ⭐ 88 · 📉) - an automatic reaction network generator for reactive molecular dynamics simulation. LGPL-3.0
+- DeePTB (🥈16 · ⭐ 77 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0
+- rid-kit (🥉11 · ⭐ 48 · 📉) - Reinforced dynamics. LGPL-3.0
+- dpti (🥉7 · ⭐ 28 · 📉) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0