diff --git a/README.md b/README.md index 2ad8e86..a00b77e 100644 --- a/README.md +++ b/README.md @@ -46,12 +46,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
DeePMD-kit (🥇29 · ⭐ 1.8K) - A deep learning package for many-body potential energy representation and molecular dynamics. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 84 · 🔀 550 · 📥 63K · 📦 39 · 📋 940 - 8% open · ⏱️ 12.11.2025): +- [GitHub](https://github.com/deepmodeling/deepmd-kit) (👨‍💻 84 · 🔀 550 · 📥 63K · 📦 39 · 📋 940 - 8% open · ⏱️ 18.11.2025): ``` git clone https://github.com/deepmodeling/deepmd-kit ``` -- [PyPi](https://pypi.org/project/deepmd-kit) (📥 9.3K / month): +- [PyPi](https://pypi.org/project/deepmd-kit) (📥 9.5K / month): ``` pip install deepmd-kit ``` @@ -59,7 +59,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` conda install -c conda-forge deepmd-kit ``` -- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 71 / month): +- [npm](https://www.npmjs.com/package/deepmd-kit) (📥 22 / month): ``` npm install deepmd-kit ``` @@ -70,12 +70,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
DP-GEN (🥇24 · ⭐ 370) - 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) (👨‍💻 73 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 05.11.2025): +- [GitHub](https://github.com/deepmodeling/dpgen) (👨‍💻 73 · 🔀 180 · 📥 2K · 📦 8 · 📋 330 - 9% open · ⏱️ 18.11.2025): ``` git clone https://github.com/deepmodeling/dpgen ``` -- [PyPi](https://pypi.org/project/dpgen) (📥 4.1K / month): +- [PyPi](https://pypi.org/project/dpgen) (📥 5.4K / month): ``` pip install dpgen ``` @@ -86,12 +86,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
dpdata (🥇24 · ⭐ 240) - A Python package for manipulating atomistic data of software in computational science. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 05.11.2025): +- [GitHub](https://github.com/deepmodeling/dpdata) (👨‍💻 67 · 🔀 140 · 📦 150 · 📋 130 - 20% open · ⏱️ 18.11.2025): ``` git clone https://github.com/deepmodeling/dpdata ``` -- [PyPi](https://pypi.org/project/dpdata) (📥 29K / month): +- [PyPi](https://pypi.org/project/dpdata) (📥 40K / month): ``` pip install dpdata ``` @@ -106,12 +106,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
ABACUS (🥇24 · ⭐ 220) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 140 · 🔀 140 · 📋 2.4K - 7% open · ⏱️ 13.11.2025): +- [GitHub](https://github.com/deepmodeling/abacus-develop) (👨‍💻 140 · 🔀 140 · 📋 2.4K - 7% open · ⏱️ 19.11.2025): ``` git clone https://github.com/deepmodeling/abacus-develop ``` -- [Conda](https://anaconda.org/conda-forge/abacus) (📥 520K · ⏱️ 04.11.2025): +- [Conda](https://anaconda.org/conda-forge/abacus) (📥 530K · ⏱️ 04.11.2025): ``` conda install -c conda-forge abacus ``` @@ -123,7 +123,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/dpdispatcher ``` -- [PyPi](https://pypi.org/project/dpdispatcher) (📥 12K / month): +- [PyPi](https://pypi.org/project/dpdispatcher) (📥 19K / month): ``` pip install dpdispatcher ``` @@ -143,11 +143,11 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/reacnetgenerator ``` -- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 580 / month): +- [PyPi](https://pypi.org/project/reacnetgenerator) (📥 450 / month): ``` pip install reacnetgenerator ``` -- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 680K · ⏱️ 11.11.2025): +- [Conda](https://anaconda.org/conda-forge/reacnetgenerator) (📥 690K · ⏱️ 11.11.2025): ``` conda install -c conda-forge reacnetgenerator ``` @@ -174,69 +174,69 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
DeepFlame (🥈17 · ⭐ 190) - A deep learning empowered open-source platform for reacting flow simulations. GPL-3.0 -- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 29 · 🔀 72 · 📋 59 - 44% open · ⏱️ 23.07.2025): +- [GitHub](https://github.com/deepmodeling/deepflame-dev) (👨‍💻 29 · 🔀 72 · 📋 60 - 43% open · ⏱️ 23.07.2025): ``` git clone https://github.com/deepmodeling/deepflame-dev ```
-
JAX-FEM (🥈16 · ⭐ 530) - Differentiable Finite Element Method with JAX. GPL-3.0 +
dargs (🥈17 · ⭐ 6 · 📈) - Argument processing for the deep modeling project. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 17 · 🔀 85 · 📦 3 · 📋 66 - 33% open · ⏱️ 13.11.2025): +- [GitHub](https://github.com/deepmodeling/dargs) (👨‍💻 7 · 🔀 3 · 📦 150 · 📋 9 - 22% open · ⏱️ 18.08.2025): ``` - git clone https://github.com/deepmodeling/jax-fem + git clone https://github.com/deepmodeling/dargs ``` -- [PyPi](https://pypi.org/project/jax-fem) (📥 520 / month): +- [PyPi](https://pypi.org/project/dargs) (📥 54K / month): ``` - pip install jax-fem + pip install dargs + ``` +- [Conda](https://anaconda.org/conda-forge/dargs) (📥 55K · ⏱️ 22.04.2025): + ``` + conda install -c conda-forge dargs ```
-
DPGEN2 (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. LGPL-3.0 +
JAX-FEM (🥈16 · ⭐ 530) - Differentiable Finite Element Method with JAX. GPL-3.0 -- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 18 · 🔀 35 · 📦 6 · 📋 45 - 37% open · ⏱️ 30.09.2025): +- [GitHub](https://github.com/deepmodeling/jax-fem) (👨‍💻 17 · 🔀 85 · 📦 3 · 📋 68 - 35% open · ⏱️ 13.11.2025): ``` - git clone https://github.com/deepmodeling/dpgen2 - ``` -- [PyPi](https://pypi.org/project/dpgen2) (📥 95 / month): - ``` - pip install dpgen2 + git clone https://github.com/deepmodeling/jax-fem ``` -- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 30.09.2025): +- [PyPi](https://pypi.org/project/jax-fem) (📥 610 / month): ``` - docker pull dptechnology/dpgen2 + pip install jax-fem ```
-
dargs (🥈16 · ⭐ 6) - Argument processing for the deep modeling project. LGPL-3.0 +
DPGEN2 (🥈16 · ⭐ 40) - 2nd generation of the Deep Potential GENerator. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/dargs) (👨‍💻 7 · 🔀 3 · 📦 150 · 📋 9 - 22% open · ⏱️ 18.08.2025): +- [GitHub](https://github.com/deepmodeling/dpgen2) (👨‍💻 18 · 🔀 35 · 📦 6 · 📋 45 - 37% open · ⏱️ 18.11.2025): ``` - git clone https://github.com/deepmodeling/dargs + git clone https://github.com/deepmodeling/dpgen2 ``` -- [PyPi](https://pypi.org/project/dargs) (📥 38K / month): +- [PyPi](https://pypi.org/project/dpgen2) (📥 110 / month): ``` - pip install dargs + pip install dpgen2 ``` -- [Conda](https://anaconda.org/conda-forge/dargs) (📥 55K · ⏱️ 22.04.2025): +- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (📥 4.1K · ⏱️ 18.11.2025): ``` - conda install -c conda-forge dargs + docker pull dptechnology/dpgen2 ```
-
DeePTB (🥈15 · ⭐ 91 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0 +
DeePTB (🥈15 · ⭐ 91) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0 - [GitHub](https://github.com/deepmodeling/DeePTB) (👨‍💻 12 · 🔀 24 · 📦 4 · 📋 55 - 36% open · ⏱️ 13.11.2025): ``` git clone https://github.com/deepmodeling/DeePTB ``` -- [PyPi](https://pypi.org/project/dptb) (📥 280 / month): +- [PyPi](https://pypi.org/project/dptb) (📥 300 / month): ``` pip install dptb ```
-
DMFF (🥈14 · ⭐ 180 · 📈) - 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) (👨‍💻 17 · 🔀 47 · 📋 28 - 28% open · ⏱️ 06.08.2025): @@ -255,7 +255,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/APEX ``` -- [PyPi](https://pypi.org/project/apex-flow) (📥 430 / month): +- [PyPi](https://pypi.org/project/apex-flow) (📥 190 / month): ``` pip install apex-flow ``` @@ -267,7 +267,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/dpgui ``` -- [PyPi](https://pypi.org/project/dpgui) (📥 12K / month): +- [PyPi](https://pypi.org/project/dpgui) (📥 14K / month): ``` pip install dpgui ``` @@ -279,20 +279,12 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/rid-kit ``` -- [PyPi](https://pypi.org/project/rid-kit) (📥 70 / month): +- [PyPi](https://pypi.org/project/rid-kit) (📥 58 / month): ``` pip install rid-kit ```
-
GPUMD (🥉12 · ⭐ 9) - Graphics Processing Units Molecular Dynamics. GPL-3.0 - -- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 53 · ⏱️ 07.10.2025): - - ``` - git clone https://github.com/deepmodeling/GPUMD - ``` -
-
deepmodeling_sphinx (🥉12 · ⭐ 3 · 📈) - Sphinx extension for DeepModeling projects. LGPL-3.0 +
deepmodeling_sphinx (🥉12 · ⭐ 3) - Sphinx extension for DeepModeling projects. LGPL-3.0 - [GitHub](https://github.com/deepmodeling/deepmodeling_sphinx) (👨‍💻 8 · 🔀 6 · ⏱️ 12.11.2025): @@ -304,6 +296,14 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K pip install deepmodeling_sphinx ```
+
GPUMD (🥉11 · ⭐ 9 · 📉) - Graphics Processing Units Molecular Dynamics. GPL-3.0 + +- [GitHub](https://github.com/deepmodeling/GPUMD) (👨‍💻 53 · ⏱️ 07.10.2025): + + ``` + git clone https://github.com/deepmodeling/GPUMD + ``` +
fealpy (🥉11 · ⭐ 6 · 💤) - Finite Element Analysis Library in Python. Unlicensed - [GitHub](https://github.com/deepmodeling/fealpy) (👨‍💻 69 · 🔀 2 · ⏱️ 28.04.2025): @@ -311,7 +311,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/fealpy ``` -- [PyPi](https://pypi.org/project/fealpy) (📥 2.3K / month): +- [PyPi](https://pypi.org/project/fealpy) (📥 3.8K / month): ``` pip install fealpy ``` @@ -323,21 +323,21 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K ``` git clone https://github.com/deepmodeling/dpti ``` -- [PyPi](https://pypi.org/project/dpti) (📥 33 / month): +- [PyPi](https://pypi.org/project/dpti) (📥 42 / month): ``` pip install dpti ```
-
args (🥉10 · ⭐ 2) - DeepModeling dargs arguments generation. LGPL-3.0 +
fpop (🥉10 · ⭐ 3 · 💤) - LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025): +- [GitHub](https://github.com/deepmodeling/fpop) (👨‍💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024): ``` - git clone https://github.com/deepmodeling/args + git clone https://github.com/deepmodeling/fpop ``` -- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 170 / month): +- [PyPi](https://pypi.org/project/fpop) (📥 1.9K / month): ``` - npm install @deepmodeling/args + pip install fpop ```
DeePKS-kit (🥉9 · ⭐ 110 · 💤) - a package for developing machine learning-based chemically accurate energy and density functional models. LGPL-3.0 @@ -348,27 +348,27 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K git clone https://github.com/deepmodeling/deepks-kit ```
-
AIS-Square (🥉9 · ⭐ 14) - LGPL-3.0 +
AIS-Square (🥉9 · ⭐ 15) - LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨‍💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 13.11.2025): +- [GitHub](https://github.com/deepmodeling/AIS-Square) (👨‍💻 8 · 🔀 8 · 📋 6 - 83% open · ⏱️ 17.11.2025): ``` git clone https://github.com/deepmodeling/AIS-Square ```
-
fpop (🥉9 · ⭐ 3 · 💤) - LGPL-3.0 +
args (🥉9 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/fpop) (👨‍💻 4 · 🔀 12 · 📦 15 · ⏱️ 01.07.2024): +- [GitHub](https://github.com/deepmodeling/args) (👨‍💻 3 · 🔀 2 · 📦 5 · ⏱️ 12.08.2025): ``` - git clone https://github.com/deepmodeling/fpop + git clone https://github.com/deepmodeling/args ``` -- [PyPi](https://pypi.org/project/fpop) (📥 1.1K / month): +- [npm](https://www.npmjs.com/package/@deepmodeling/args) (📥 79 / month): ``` - pip install fpop + npm install @deepmodeling/args ```
-
community (🥉8 · ⭐ 89) - DeepModeling community content. Unlicensed +
community (🥉8 · ⭐ 88) - DeepModeling community content. Unlicensed - [GitHub](https://github.com/deepmodeling/community) (👨‍💻 19 · 🔀 23 · ⏱️ 03.11.2025): @@ -378,7 +378,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
Blog (🥉8 · ⭐ 3) - DeepModeling Blog. LGPL-3.0 -- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 11 · 🔀 9 · ⏱️ 05.11.2025): +- [GitHub](https://github.com/deepmodeling/blog) (👨‍💻 11 · 🔀 9 · ⏱️ 16.11.2025): ``` git clone https://github.com/deepmodeling/blog @@ -406,7 +406,7 @@ This curated list contains 38 awesome open-source projects with a total of 4.5K
tbplas (🥉6 · ⭐ 14 · 💤) - Repository of TBPLaS (tight-binding package for large-scale simulation). Unlicensed -- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 5 · ⏱️ 17.01.2024): +- [GitHub](https://github.com/deepmodeling/tbplas) (👨‍💻 10 · 🔀 6 · ⏱️ 17.01.2024): ``` git clone https://github.com/deepmodeling/tbplas diff --git a/history/2025-11-20_changes.md b/history/2025-11-20_changes.md new file mode 100644 index 0000000..5528eb8 --- /dev/null +++ b/history/2025-11-20_changes.md @@ -0,0 +1,14 @@ +## 📈 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._ + +- dargs (🥈17 · ⭐ 6 · 📈) - Argument processing for the deep modeling project. LGPL-3.0 +- fpop (🥉10 · ⭐ 3 · 💤) - 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._ + +- GPUMD (🥉11 · ⭐ 9 · 📉) - Graphics Processing Units Molecular Dynamics. GPL-3.0 +- args (🥉9 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0 + diff --git a/history/2025-11-20_projects.csv b/history/2025-11-20_projects.csv new file mode 100644 index 0000000..bd855d1 --- /dev/null +++ b/history/2025-11-20_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 15:23:44,2025-11-20 16:11:15.000000,2025-11-18 11:38:56,3436,69.0,552.0,46.0,2570.0,84.0,856.0,1795,2025-09-30 18:02:36,3.1.1,63164.0,52597.0,59.0,A deep learning package for many-body potential energy representation and molecular dynamics.,39.0,39.0,84.0,https://pypi.org/project/deepmd-kit,9495.0,https://anaconda.org/conda-forge/deepmd-kit,2025-11-05 14:45:59.725,2318459.0,https://www.npmjs.com/package/deepmd-kit,22.0,https://hub.docker.com/r/deepmodeling/deepmd-kit,2025-11-12 14:59:25.522676,1.0,4777.0,29,True,others,1, +1,DP-GEN,deepmodeling/dpgen,dpgen,conda-forge/dpgen,,,https://github.com/deepmodeling/dpgen,https://github.com/deepmodeling/dpgen,LGPL-3.0,2019-06-13 11:43:56,2025-11-18 08:31:12.000000,2025-11-18 08:31:10,2223,26.0,175.0,10.0,936.0,32.0,297.0,370,2025-08-07 07:42:12,0.13.2,2025.0,6156.0,21.0,The deep potential generator to generate a deep-learning based model of interatomic potential energy and force field.,8.0,8.0,73.0,https://pypi.org/project/dpgen,5418.0,https://anaconda.org/conda-forge/dpgen,2025-08-07 18:05:24.933,46171.0,,,,,,,24,True,others,1, +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 13:24:23,2025-11-18 08:31:05.000000,2025-11-18 08:31:02,878,28.0,144.0,5.0,633.0,27.0,102.0,235,2025-10-21 07:55:49,1.0.0,,42214.0,42.0,A Python package for manipulating atomistic data of software in computational science.,148.0,148.0,67.0,https://pypi.org/project/dpdata,40414.0,https://anaconda.org/conda-forge/dpdata,2025-10-21 10:00:11.600,112953.0,,,https://hub.docker.com/r/dptechnology/dpdata,2023-06-02 09:30:14.674068,,652.0,24,True,others,1, +3,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 04:04:52,2025-11-20 15:20:41.000000,2025-11-19 07:58:46,7511,134.0,145.0,9.0,4156.0,178.0,2234.0,225,2025-11-07 12:43:24,3.9.0.18,,18874.0,83.0,An electronic structure package based on either plane wave basis or numerical atomic orbitals.,,,135.0,,,https://anaconda.org/conda-forge/abacus,2025-11-04 17:20:43.792,528473.0,,,,,,,24,True,others,1, +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 05:14:37,2025-11-17 20:22:34.000000,2025-11-11 01:14:32,1129,18.0,56.0,4.0,436.0,18.0,77.0,53,2025-11-11 01:28:31,1.0.0,,22094.0,53.0,generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish.,69.0,69.0,48.0,https://pypi.org/project/dpdispatcher,18835.0,https://anaconda.org/conda-forge/dpdispatcher,2025-11-11 15:58:45.631,35258.0,,,https://hub.docker.com/r/dptechnology/dpdispatcher,2025-11-11 01:33:15.628472,,137628.0,24,True,others,1, +5,reacnetgenerator,deepmodeling/reacnetgenerator,reacnetgenerator,conda-forge/reacnetgenerator,,,https://github.com/deepmodeling/reacnetgenerator,https://github.com/deepmodeling/reacnetgenerator,LGPL-3.0,2018-04-06 15:07:56,2025-11-17 20:22:19.000000,2025-10-02 19:21:25,2544,3.0,41.0,5.0,2251.0,7.0,124.0,95,2025-01-05 07:30:15,1.6.15,,10887.0,100.0,an automatic reaction network generator for reactive molecular dynamics simulation.,3.0,3.0,19.0,https://pypi.org/project/reacnetgenerator,454.0,https://anaconda.org/conda-forge/reacnetgenerator,2025-11-11 16:14:11.843,688617.0,,,,,,,19,True,others,2, +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 08:14:36,2025-09-23 12:38:05.455745,2025-09-23 12:35:28,2273,23.0,29.0,,912.0,13.0,23.0,73,2025-09-23 12:35:55,1.8.132,,337.0,100.0,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,2025-09-23 12:38:05.455745,,15534.0,19,True,others,2, +7,DeepFlame,deepmodeling/deepflame-dev,,,,,https://github.com/deepmodeling/deepflame-dev,https://github.com/deepmodeling/deepflame-dev,GPL-3.0,2022-06-12 10:25:12,2025-10-11 12:17:42.000000,2025-07-23 10:47:26,1176,,72.0,6.0,509.0,26.0,34.0,192,2025-06-26 04:29:15,1.6.0,,,22.0,A deep learning empowered open-source platform for reacting flow simulations.,,,29.0,,,,,,,,,,,,17,True,others,2, +8,dargs,deepmodeling/dargs,dargs,conda-forge/dargs,,,https://github.com/deepmodeling/dargs,https://github.com/deepmodeling/dargs,LGPL-3.0,2020-09-19 22:20:28,2025-11-17 20:22:04.000000,2025-08-18 11:52:31,164,,3.0,4.0,83.0,2.0,7.0,6,2024-11-21 03:25:26,0.4.10,,54547.0,31.0,Argument processing for the deep modeling project.,151.0,151.0,7.0,https://pypi.org/project/dargs,53543.0,https://anaconda.org/conda-forge/dargs,2025-04-22 14:57:50.542,55231.0,,,,,,,17,True,others,2,1.0 +9,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 15:20:54,2025-11-13 10:57:46.000000,2025-11-13 10:56:33,272,28.0,85.0,12.0,13.0,24.0,44.0,529,,,,609.0,,Differentiable Finite Element Method with JAX.,3.0,3.0,17.0,https://pypi.org/project/jax-fem,609.0,,,,,,,,,,16,True,others,2, +10,DPGEN2,deepmodeling/dpgen2,dpgen2,,,dptechnology/dpgen2,https://github.com/deepmodeling/dpgen2,https://github.com/deepmodeling/dpgen2,LGPL-3.0,2022-02-28 02:41:16,2025-11-18 00:52:03.425412,2025-11-18 00:50:31,345,6.0,35.0,5.0,267.0,17.0,28.0,40,2023-01-28 03:43:25,0.0.7,,201.0,7.0,2nd generation of the Deep Potential GENerator.,6.0,6.0,18.0,https://pypi.org/project/dpgen2,109.0,,,,,,https://hub.docker.com/r/dptechnology/dpgen2,2025-11-18 00:52:03.425412,,4147.0,16,True,others,2, +11,DeePTB,deepmodeling/DeePTB,dptb,,,,https://github.com/deepmodeling/DeePTB,https://github.com/deepmodeling/DeePTB,LGPL-3.0,2023-07-11 03:19:42,2025-11-13 16:50:33.000000,2025-11-13 16:49:35,803,7.0,24.0,2.0,221.0,20.0,35.0,91,2025-05-07 14:02:40,2.2.0,,297.0,12.0,DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.,4.0,4.0,12.0,https://pypi.org/project/dptb,297.0,,,,,,,,,,15,True,others,2, +12,DMFF,deepmodeling/DMFF,,conda-forge/dmff,,,https://github.com/deepmodeling/DMFF,https://github.com/deepmodeling/DMFF,LGPL-3.0,2022-02-14 01:35:50,2025-09-13 02:27:07.000000,2025-08-06 00:16:18,438,,47.0,8.0,178.0,8.0,20.0,181,2023-11-09 14:32:37,1.0.0,,120.0,4.0,DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable..,,,17.0,,,https://anaconda.org/conda-forge/dmff,2025-04-22 14:58:55.028,2644.0,,,,,,,14,True,others,2, +13,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,,22.0,6.0,88.0,1.0,9.0,40,2024-05-06 10:01:52,1.2.0,,194.0,4.0,APEX: Alloy Properties EXplorer using simulations.,4.0,4.0,7.0,https://pypi.org/project/apex-flow,194.0,,,,,,,,,,14,True,others,2, +14,DP-GUI,deepmodeling/dpgui,dpgui,,,,https://github.com/deepmodeling/dpgui,https://github.com/deepmodeling/dpgui,LGPL-3.0,2021-07-21 18:48:23,2025-11-17 20:22:09.000000,2025-08-26 11:26:26,326,1.0,5.0,5.0,553.0,,1.0,8,2024-11-17 07:05:49,1.0.1.post0,,14253.0,5.0,A web-based GUI for user inputs.,13.0,13.0,4.0,https://pypi.org/project/dpgui,14253.0,,,,,,,,,,13,True,others,2, +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 02:44:00,2025-03-31 04:23:22.000000,2025-03-31 04:21:54,477,,24.0,3.0,21.0,2.0,3.0,50,2024-05-14 03:25:35,0.6.4,148.0,60.0,5.0,Reinforced dynamics.,2.0,2.0,14.0,https://pypi.org/project/rid-kit,58.0,,,,,,,,,,12,True,others,3, +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 00:19:06,2025-11-17 20:22:05.000000,2025-11-12 10:16:02,81,4.0,6.0,4.0,74.0,,1.0,3,2025-11-12 10:16:41,0.3.2,,1486.0,26.0,Sphinx extension for DeepModeling projects.,,,8.0,https://pypi.org/project/deepmodeling_sphinx,1486.0,,,,,,,,,,12,True,others,3, +17,GPUMD,deepmodeling/GPUMD,,,,,https://github.com/deepmodeling/GPUMD,https://github.com/deepmodeling/GPUMD,GPL-3.0,2024-06-18 05:40:21,2025-10-07 09:43:49.000000,2025-10-07 09:15:51,5870,179.0,,,,,,9,,,,,,Graphics Processing Units Molecular Dynamics.,,,53.0,,,,,,,,,,,,11,True,others,3,-1.0 +18,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,,2.0,,1.0,,,6,,,,3772.0,,Finite Element Analysis Library in Python.,,,69.0,https://pypi.org/project/fealpy,3772.0,,,,,,,,,,11,True,others,3, +19,dpti,deepmodeling/dpti,dpti,,,,https://github.com/deepmodeling/dpti,https://github.com/deepmodeling/dpti,LGPL-3.0,2021-04-04 13:57:37,2025-11-17 20:22:35.000000,2025-03-15 19:50:12,432,,21.0,5.0,83.0,9.0,1.0,30,,,,42.0,,A Python Package to Automate Thermodynamic Integration Calculations for Free Energy.,2.0,2.0,17.0,https://pypi.org/project/dpti,42.0,,,,,,,,,,10,True,others,3, +20,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,,12.0,8.0,25.0,4.0,,3,,,,1866.0,,,15.0,15.0,4.0,https://pypi.org/project/fpop,1866.0,,,,,,,,,,10,True,others,3,1.0 +21,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,,37.0,12.0,47.0,14.0,17.0,114,,,,,,a package for developing machine learning-based chemically accurate energy and density functional models.,,,7.0,,,,,,,,,,,,9,True,others,3, +22,AIS-Square,deepmodeling/AIS-Square,,,,,https://github.com/deepmodeling/AIS-Square,https://github.com/deepmodeling/AIS-Square,LGPL-3.0,2022-09-13 09:52:30,2025-11-17 15:32:18.000000,2025-11-17 15:32:18,1212,76.0,8.0,7.0,210.0,5.0,1.0,15,,,,,,,,,8.0,,,,,,,,,,,,9,True,others,3, +23,args,deepmodeling/args,,,@deepmodeling/args,,https://github.com/deepmodeling/args,https://github.com/deepmodeling/args,LGPL-3.0,2021-12-27 03:27:24,2025-11-17 15:04:46.000000,2025-08-12 05:43:10,86,,2.0,4.0,67.0,,,2,2025-03-06 02:44:56,0.1.1,,79.0,18.0,DeepModeling dargs arguments generation.,5.0,5.0,3.0,,,,,,https://www.npmjs.com/package/@deepmodeling/args,79.0,,,,,9,True,others,3,-1.0 +24,community,deepmodeling/community,,,,,https://github.com/deepmodeling/community,https://github.com/deepmodeling/community,,2021-05-06 04:50:02,2025-11-03 07:07:19.000000,2025-11-03 07:07:19,171,6.0,23.0,9.0,53.0,,2.0,88,,,,,,DeepModeling community content.,,,19.0,,,,,,,,,,,,8,True,others,3, +25,Blog,deepmodeling/blog,,,,,https://github.com/deepmodeling/blog,https://github.com/deepmodeling/blog,LGPL-3.0,2021-06-10 23:11:55,2025-11-16 17:40:34.000000,2025-11-16 17:40:32,376,6.0,9.0,5.0,327.0,,,3,,,,,,DeepModeling Blog.,,,11.0,,,,,,,,,,,,8,True,others,3, +26,Uni-Fold,deepmodeling/Uni-Fold,,,,dptechnology/unifold,https://github.com/deepmodeling/Uni-Fold,https://github.com/deepmodeling/Uni-Fold,Apache-2.0,2021-12-07 14:40:37,2024-04-11 02:15:21.000000,2022-08-18 15:27:32,29,,19.0,4.0,2.0,,1.0,92,,,,25.0,,,,,3.0,,,,,,,,https://hub.docker.com/r/dptechnology/unifold,2024-01-08 06:24:09.367953,,1193.0,7,True,others,3, +27,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,,23.0,4.0,67.0,1.0,3.0,15,,,,,,Tutorials for DeepModeling projects.,,,12.0,,,,,,,,,,,,6,True,others,3, +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,,6.0,8.0,2.0,3.0,,14,2024-03-01 09:33:35,1.6,,,1.0,Repository of TBPLaS (tight-binding package for large-scale simulation).,,,10.0,,,,,,,,,,,,6,True,others,3, +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,,7.0,4.0,24.0,,,3,,,,,,The home page of DeepModeling documentation.,,,8.0,,,,,,,,,,,,6,True,others,3, +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,,15.0,8.0,29.0,,1.0,98,,,,,,AI for Science.,,,5.0,,,,,,,,,,,,5,True,others,3, +31,DeePDih,deepmodeling/DeePDih,,,,,https://github.com/deepmodeling/DeePDih,https://github.com/deepmodeling/DeePDih,MIT,2024-03-03 13:22:19,2025-08-05 23:30:28.000000,2025-08-05 23:30:28,63,,3.0,2.0,,,,6,2024-12-21 09:53:32,dpa-2-gfn2-xtb-tblite,6.0,0.0,1.0,Deep Potential driven molecular dihedral scan toolkit.,,,,,,,,,,,,,,,5,True,others,3, +32,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,,6.0,,,3,,,,,,Automatic Differentiation Multipole Moment Molecular Forcefield.,,,7.0,,,,,,,,,,,,5,True,others,3, +33,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,,6.0,1.0,2.0,4.0,2.0,12,,,,,,Deep neural networks for density functional theory Hamiltonian.,,,6.0,,,,,,,,,,,,4,True,others,3, +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,,8.0,4.0,13.0,,,6,,,,,,,,,4.0,,,,,,,,,,,,4,True,others,3, +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,,1.0,1.0,1.0,2.0,1.0,6,,,,,,,,,3.0,,,,,,,,,,,,2,True,others,3, +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,,2.0,,1.0,,,1,,,,,,,,,2.0,,,,,,,,,,,,1,True,others,3, +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,,2.0,3.0,1.0,,1.0,1,,,,,,,,,2.0,,,,,,,,,,,,-1,True,others,3, diff --git a/latest-changes.md b/latest-changes.md index e2d0307..5528eb8 100644 --- a/latest-changes.md +++ b/latest-changes.md @@ -2,14 +2,13 @@ _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._ -- DMFF (🥈14 · ⭐ 180 · 📈) - DMFF (Differentiable Molecular Force Field) is a Jax-based python package that provides a full differentiable.. LGPL-3.0 -- deepmodeling_sphinx (🥉12 · ⭐ 3 · 📈) - Sphinx extension for DeepModeling projects. LGPL-3.0 -- dpti (🥉10 · ⭐ 30 · 💤) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. LGPL-3.0 +- dargs (🥈17 · ⭐ 6 · 📈) - Argument processing for the deep modeling project. LGPL-3.0 +- fpop (🥉10 · ⭐ 3 · 💤) - LGPL-3.0 ## 📉 Trending Down _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._ -- DeePTB (🥈15 · ⭐ 91 · 📉) - DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy. LGPL-3.0 -- fpop (🥉9 · ⭐ 3 · 💤) - LGPL-3.0 +- GPUMD (🥉11 · ⭐ 9 · 📉) - Graphics Processing Units Molecular Dynamics. GPL-3.0 +- args (🥉9 · ⭐ 2 · 📉) - DeepModeling dargs arguments generation. LGPL-3.0