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Update best-of list for version 2024.02.22
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β€ŽREADME.md

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@@ -46,24 +46,24 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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<details><summary><b><a href="https://github.com/deepmodeling/deepmd-kit">DeePMD-kit</a></b> (πŸ₯‡29 Β· ⭐ 1.3K) - A deep learning package for many-body potential energy representation and molecular dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/deepmd-kit) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 450 Β· πŸ“₯ 32K Β· πŸ“¦ 13 Β· πŸ“‹ 510 - 6% open Β· ⏱️ 23.01.2024):
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- [GitHub](https://github.com/deepmodeling/deepmd-kit) (πŸ‘¨β€πŸ’» 65 Β· πŸ”€ 450 Β· πŸ“₯ 32K Β· πŸ“¦ 13 Β· πŸ“‹ 520 - 6% open Β· ⏱️ 23.01.2024):
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```
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git clone https://github.com/deepmodeling/deepmd-kit
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```
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- [PyPi](https://pypi.org/project/deepmd-kit) (πŸ“₯ 1.7K / month):
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- [PyPi](https://pypi.org/project/deepmd-kit) (πŸ“₯ 2.1K / month):
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```
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pip install deepmd-kit
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```
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- [Conda](https://anaconda.org/conda-forge/deepmd-kit) (πŸ“₯ 460K Β· ⏱️ 05.02.2024):
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```
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conda install -c conda-forge deepmd-kit
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```
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- [npm](https://www.npmjs.com/package/deepmd-kit) (πŸ“₯ 15 / month):
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- [npm](https://www.npmjs.com/package/deepmd-kit) (πŸ“₯ 1 / month):
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```
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npm install deepmd-kit
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```
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- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (πŸ“₯ 2.1K Β· ⭐ 1 Β· ⏱️ 12.02.2024):
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- [Docker Hub](https://hub.docker.com/r/deepmodeling/deepmd-kit) (πŸ“₯ 2.2K Β· ⭐ 1 Β· ⏱️ 12.02.2024):
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```
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docker pull deepmodeling/deepmd-kit
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```
@@ -75,7 +75,7 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/dpdata
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```
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- [PyPi](https://pypi.org/project/dpdata) (πŸ“₯ 17K / month):
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- [PyPi](https://pypi.org/project/dpdata) (πŸ“₯ 21K / month):
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```
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pip install dpdata
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```
@@ -95,7 +95,7 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/dpgen
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```
98-
- [PyPi](https://pypi.org/project/dpgen) (πŸ“₯ 370 / month):
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- [PyPi](https://pypi.org/project/dpgen) (πŸ“₯ 380 / month):
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```
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pip install dpgen
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```
@@ -106,39 +106,39 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/abacus-develop">ABACUS</a></b> (πŸ₯‡22 Β· ⭐ 140) - An electronic structure package based on either plane wave basis or numerical atomic orbitals. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/abacus-develop) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 87 Β· πŸ“‹ 1.2K - 12% open Β· ⏱️ 07.02.2024):
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- [GitHub](https://github.com/deepmodeling/abacus-develop) (πŸ‘¨β€πŸ’» 91 Β· πŸ”€ 87 Β· πŸ“‹ 1.2K - 13% open Β· ⏱️ 22.02.2024):
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```
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git clone https://github.com/deepmodeling/abacus-develop
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```
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- [Conda](https://anaconda.org/conda-forge/abacus) (πŸ“₯ 17K Β· ⏱️ 01.02.2024):
114+
- [Conda](https://anaconda.org/conda-forge/abacus) (πŸ“₯ 18K Β· ⏱️ 20.02.2024):
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```
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conda install -c conda-forge abacus
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/dpdispatcher">dpdispatcher</a></b> (πŸ₯‡22 Β· ⭐ 36) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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<details><summary><b><a href="https://github.com/deepmodeling/dpdispatcher">dpdispatcher</a></b> (πŸ₯‡22 Β· ⭐ 37) - generate HPC scheduler systems jobs input scripts and submit these scripts to HPC systems and poke until they finish. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/dpdispatcher) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 48 Β· πŸ“¦ 45 Β· πŸ“‹ 65 - 21% open Β· ⏱️ 09.02.2024):
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- [GitHub](https://github.com/deepmodeling/dpdispatcher) (πŸ‘¨β€πŸ’» 43 Β· πŸ”€ 48 Β· πŸ“¦ 45 Β· πŸ“‹ 65 - 21% open Β· ⏱️ 15.02.2024):
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```
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git clone https://github.com/deepmodeling/dpdispatcher
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```
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- [PyPi](https://pypi.org/project/dpdispatcher) (πŸ“₯ 1.6K / month):
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- [PyPi](https://pypi.org/project/dpdispatcher) (πŸ“₯ 1.9K / month):
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```
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pip install dpdispatcher
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```
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- [Conda](https://anaconda.org/conda-forge/dpdispatcher) (πŸ“₯ 6.7K Β· ⏱️ 21.01.2024):
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```
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conda install -c conda-forge dpdispatcher
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```
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- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (πŸ“₯ 88K Β· ⏱️ 21.01.2024):
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- [Docker Hub](https://hub.docker.com/r/dptechnology/dpdispatcher) (πŸ“₯ 89K Β· ⏱️ 21.01.2024):
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```
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docker pull dptechnology/dpdispatcher
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/dflow">dflow</a></b> (πŸ₯ˆ18 Β· ⭐ 47) - Dflow is a Python framework for constructing scientific computing workflows (e.g. concurrent learning workflows).. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/dflow) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 21 Β· πŸ“‹ 34 - 38% open Β· ⏱️ 13.02.2024):
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- [GitHub](https://github.com/deepmodeling/dflow) (πŸ‘¨β€πŸ’» 21 Β· πŸ”€ 21 Β· πŸ“‹ 34 - 38% open Β· ⏱️ 22.02.2024):
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143143
```
144144
git clone https://github.com/deepmodeling/dflow
@@ -151,43 +151,43 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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conda install -c conda-forge dflow
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```
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- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (πŸ“₯ 3.3K Β· ⏱️ 13.02.2024):
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- [Docker Hub](https://hub.docker.com/r/dptechnology/dflow) (πŸ“₯ 3.3K Β· ⏱️ 22.02.2024):
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```
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docker pull dptechnology/dflow
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/deepflame-dev">DeepFlame</a></b> (πŸ₯ˆ16 Β· ⭐ 110) - A deep learning empowered open-source platform for reacting flow simulations. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/deepflame-dev) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 54 Β· πŸ“‹ 41 - 34% open Β· ⏱️ 04.01.2024):
161+
- [GitHub](https://github.com/deepmodeling/deepflame-dev) (πŸ‘¨β€πŸ’» 20 Β· πŸ”€ 54 Β· πŸ“‹ 42 - 33% open Β· ⏱️ 04.01.2024):
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```
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git clone https://github.com/deepmodeling/deepflame-dev
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/dpgui">DP-GUI</a></b> (πŸ₯ˆ16 Β· ⭐ 7) - A web-based GUI for user inputs. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
168168

169-
- [GitHub](https://github.com/deepmodeling/dpgui) (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 4 Β· πŸ“¦ 5 Β· ⏱️ 24.01.2024):
169+
- [GitHub](https://github.com/deepmodeling/dpgui) (πŸ‘¨β€πŸ’» 3 Β· πŸ”€ 4 Β· πŸ“¦ 5 Β· ⏱️ 20.02.2024):
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```
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git clone https://github.com/deepmodeling/dpgui
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```
174-
- [PyPi](https://pypi.org/project/dpgui) (πŸ“₯ 17K / month):
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- [PyPi](https://pypi.org/project/dpgui) (πŸ“₯ 20K / month):
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```
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pip install dpgui
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/dargs">dargs</a></b> (πŸ₯ˆ16 Β· ⭐ 5) - Argument processing for the deep modeling project. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/dargs) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 1 Β· πŸ“¦ 110 Β· πŸ“‹ 7 - 14% open Β· ⏱️ 08.02.2024):
181+
- [GitHub](https://github.com/deepmodeling/dargs) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 1 Β· πŸ“¦ 110 Β· πŸ“‹ 7 - 14% open Β· ⏱️ 20.02.2024):
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```
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git clone https://github.com/deepmodeling/dargs
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```
186-
- [PyPi](https://pypi.org/project/dargs) (πŸ“₯ 26K / month):
186+
- [PyPi](https://pypi.org/project/dargs) (πŸ“₯ 31K / month):
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```
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pip install dargs
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```
190-
- [Conda](https://anaconda.org/conda-forge/dargs) (πŸ“₯ 21K Β· ⏱️ 01.11.2023):
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- [Conda](https://anaconda.org/conda-forge/dargs) (πŸ“₯ 21K Β· ⏱️ 21.02.2024):
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```
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conda install -c conda-forge dargs
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```
@@ -199,35 +199,35 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/DMFF
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```
202-
- [Conda](https://anaconda.org/conda-forge/dmff) (πŸ“₯ 130 Β· ⏱️ 06.01.2024):
202+
- [Conda](https://anaconda.org/conda-forge/dmff) (πŸ“₯ 140 Β· ⏱️ 06.01.2024):
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```
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conda install -c conda-forge dmff
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```
206206
</details>
207-
<details><summary><b><a href="https://github.com/deepmodeling/dpgen2">DPGEN2</a></b> (πŸ₯ˆ13 Β· ⭐ 25) - 2nd generation of the Deep Potential GENerator. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
207+
<details><summary><b><a href="https://github.com/deepmodeling/dpgen2">DPGEN2</a></b> (πŸ₯ˆ14 Β· ⭐ 25 Β· πŸ“ˆ) - 2nd generation of the Deep Potential GENerator. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/dpgen2) (πŸ‘¨β€πŸ’» 10 Β· πŸ”€ 15 Β· πŸ“¦ 1 Β· πŸ“‹ 24 - 41% open Β· ⏱️ 02.02.2024):
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- [GitHub](https://github.com/deepmodeling/dpgen2) (πŸ‘¨β€πŸ’» 11 Β· πŸ”€ 15 Β· πŸ“¦ 1 Β· πŸ“‹ 26 - 38% open Β· ⏱️ 22.02.2024):
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```
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git clone https://github.com/deepmodeling/dpgen2
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```
214-
- [PyPi](https://pypi.org/project/dpgen2) (πŸ“₯ 69 / month):
214+
- [PyPi](https://pypi.org/project/dpgen2) (πŸ“₯ 97 / month):
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```
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pip install dpgen2
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```
218-
- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (πŸ“₯ 2.4K Β· ⏱️ 02.02.2024):
218+
- [Docker Hub](https://hub.docker.com/r/dptechnology/dpgen2) (πŸ“₯ 2.4K Β· ⏱️ 22.02.2024):
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```
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docker pull dptechnology/dpgen2
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```
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</details>
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<details><summary><b><a href="https://github.com/deepmodeling/rid-kit">rid-kit</a></b> (πŸ₯ˆ12 Β· ⭐ 41) - Reinforced dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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<details><summary><b><a href="https://github.com/deepmodeling/rid-kit">rid-kit</a></b> (πŸ₯ˆ12 Β· ⭐ 42) - Reinforced dynamics. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/rid-kit) (πŸ‘¨β€πŸ’» 14 Β· πŸ”€ 20 Β· πŸ“₯ 140 Β· ⏱️ 22.09.2023):
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```
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git clone https://github.com/deepmodeling/rid-kit
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```
230-
- [PyPi](https://pypi.org/project/rid-kit) (πŸ“₯ 63 / month):
230+
- [PyPi](https://pypi.org/project/rid-kit) (πŸ“₯ 79 / month):
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```
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pip install rid-kit
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```
@@ -247,12 +247,12 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/deepmodeling_sphinx
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```
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- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (πŸ“₯ 2.3K / month):
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- [PyPi](https://pypi.org/project/deepmodeling_sphinx) (πŸ“₯ 2.6K / month):
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```
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pip install deepmodeling_sphinx
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```
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</details>
255-
<details><summary><b><a href="https://github.com/deepmodeling/deepks-kit">DeePKS-kit</a></b> (πŸ₯‰10 Β· ⭐ 96 Β· πŸ’€) - a package for developing machine learning-based chemically accurate energy and density functional models. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
255+
<details><summary><b><a href="https://github.com/deepmodeling/deepks-kit">DeePKS-kit</a></b> (πŸ₯‰10 Β· ⭐ 97 Β· πŸ’€) - a package for developing machine learning-based chemically accurate energy and density functional models. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/deepks-kit) (πŸ‘¨β€πŸ’» 6 Β· πŸ”€ 31 Β· πŸ“‹ 14 - 14% open Β· ⏱️ 01.04.2023):
258258

@@ -267,7 +267,7 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/APEX
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```
270-
- [PyPi](https://pypi.org/project/apex-flow) (πŸ“₯ 60 / month):
270+
- [PyPi](https://pypi.org/project/apex-flow) (πŸ“₯ 57 / month):
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```
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pip install apex-flow
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```
@@ -279,27 +279,27 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/args
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```
282-
- [npm](https://www.npmjs.com/package/@deepmodeling/args) (πŸ“₯ 170 / month):
282+
- [npm](https://www.npmjs.com/package/@deepmodeling/args) (πŸ“₯ 150 / month):
283283
```
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npm install @deepmodeling/args
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```
286286
</details>
287-
<details><summary><b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (πŸ₯‰9 Β· ⭐ 77 Β· 🐣) - Differentiable Finite Element Method with JAX. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
287+
<details><summary><b><a href="https://github.com/deepmodeling/jax-fem">JAX-FEM</a></b> (πŸ₯‰9 Β· ⭐ 78 Β· 🐣) - Differentiable Finite Element Method with JAX. <code><a href="http://bit.ly/2M0xdwT">GPL-3.0</a></code></summary>
288288

289-
- [GitHub](https://github.com/deepmodeling/jax-fem) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 16 Β· πŸ“‹ 17 - 82% open Β· ⏱️ 15.02.2024):
289+
- [GitHub](https://github.com/deepmodeling/jax-fem) (πŸ‘¨β€πŸ’» 7 Β· πŸ”€ 18 Β· πŸ“‹ 17 - 82% open Β· ⏱️ 15.02.2024):
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291291
```
292292
git clone https://github.com/deepmodeling/jax-fem
293293
```
294294
</details>
295295
<details><summary><b><a href="https://github.com/deepmodeling/dpti">dpti</a></b> (πŸ₯‰9 Β· ⭐ 15 Β· πŸ’€) - A Python Package to Automate Thermodynamic Integration Calculations for Free Energy. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
296296

297-
- [GitHub](https://github.com/deepmodeling/dpti) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 17 Β· ⏱️ 05.07.2023):
297+
- [GitHub](https://github.com/deepmodeling/dpti) (πŸ‘¨β€πŸ’» 13 Β· πŸ”€ 18 Β· ⏱️ 05.07.2023):
298298

299299
```
300300
git clone https://github.com/deepmodeling/dpti
301301
```
302-
- [PyPi](https://pypi.org/project/dpti) (πŸ“₯ 34 / month):
302+
- [PyPi](https://pypi.org/project/dpti) (πŸ“₯ 30 / month):
303303
```
304304
pip install dpti
305305
```
@@ -316,25 +316,25 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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docker pull dptechnology/unifold
317317
```
318318
</details>
319-
<details><summary><b><a href="https://github.com/deepmodeling/community">community</a></b> (πŸ₯‰7 Β· ⭐ 73) - DeepModeling community content. <code>Unlicensed</code></summary>
319+
<details><summary><b><a href="https://github.com/deepmodeling/blog">Blog</a></b> (πŸ₯‰7 Β· ⭐ 1) - DeepModeling Blog. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
320320

321-
- [GitHub](https://github.com/deepmodeling/community) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 17 Β· πŸ“‹ 5 - 20% open Β· ⏱️ 03.01.2024):
321+
- [GitHub](https://github.com/deepmodeling/blog) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 5 Β· ⏱️ 19.01.2024):
322322

323323
```
324-
git clone https://github.com/deepmodeling/community
324+
git clone https://github.com/deepmodeling/blog
325325
```
326326
</details>
327-
<details><summary><b><a href="https://github.com/deepmodeling/blog">Blog</a></b> (πŸ₯‰7 Β· ⭐ 1) - DeepModeling Blog. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
327+
<details><summary><b><a href="https://github.com/deepmodeling/community">community</a></b> (πŸ₯‰6 Β· ⭐ 74 Β· πŸ“‰) - DeepModeling community content. <code>Unlicensed</code></summary>
328328

329-
- [GitHub](https://github.com/deepmodeling/blog) (πŸ‘¨β€πŸ’» 5 Β· πŸ”€ 5 Β· ⏱️ 19.01.2024):
329+
- [GitHub](https://github.com/deepmodeling/community) (πŸ‘¨β€πŸ’» 15 Β· πŸ”€ 17 Β· ⏱️ 03.01.2024):
330330

331331
```
332-
git clone https://github.com/deepmodeling/blog
332+
git clone https://github.com/deepmodeling/community
333333
```
334334
</details>
335-
<details><summary><b><a href="https://github.com/deepmodeling/AIS-Square">AIS-Square</a></b> (πŸ₯‰6 Β· ⭐ 8 Β· πŸ“‰) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
335+
<details><summary><b><a href="https://github.com/deepmodeling/AIS-Square">AIS-Square</a></b> (πŸ₯‰6 Β· ⭐ 8) - <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code></summary>
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- [GitHub](https://github.com/deepmodeling/AIS-Square) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 6 Β· πŸ“‹ 5 - 80% open Β· ⏱️ 06.12.2023):
337+
- [GitHub](https://github.com/deepmodeling/AIS-Square) (πŸ‘¨β€πŸ’» 8 Β· πŸ”€ 6 Β· πŸ“‹ 6 - 83% open Β· ⏱️ 06.12.2023):
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```
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git clone https://github.com/deepmodeling/AIS-Square
@@ -348,14 +348,14 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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git clone https://github.com/deepmodeling/docs
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```
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</details>
351-
<details><summary><b><a href="https://github.com/deepmodeling/fealpy">fealpy</a></b> (πŸ₯‰6 Β· ⭐ 2 Β· πŸ“‰) - Finite Element Analysis Library in Python. <code>Unlicensed</code></summary>
351+
<details><summary><b><a href="https://github.com/deepmodeling/fealpy">fealpy</a></b> (πŸ₯‰6 Β· ⭐ 2) - Finite Element Analysis Library in Python. <code>Unlicensed</code></summary>
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- [GitHub](https://github.com/deepmodeling/fealpy) (πŸ‘¨β€πŸ’» 57 Β· ⏱️ 20.11.2023):
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```
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git clone https://github.com/deepmodeling/fealpy
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```
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- [PyPi](https://pypi.org/project/fealpy) (πŸ“₯ 49 / month):
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- [PyPi](https://pypi.org/project/fealpy) (πŸ“₯ 46 / month):
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```
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pip install fealpy
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```
@@ -367,7 +367,7 @@ This curated list contains 34 awesome open-source projects with a total of 2.8K
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```
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git clone https://github.com/deepmodeling/fpop
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```
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- [PyPi](https://pypi.org/project/fpop) (πŸ“₯ 280 / month):
370+
- [PyPi](https://pypi.org/project/fpop) (πŸ“₯ 500 / month):
371371
```
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pip install fpop
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```

β€Žhistory/2024-02-22_changes.md

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## πŸ“ˆ Trending Up
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_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._
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- <b><a href="https://github.com/deepmodeling/dpgen2">DPGEN2</a></b> (πŸ₯ˆ14 Β· ⭐ 25 Β· πŸ“ˆ) - 2nd generation of the Deep Potential GENerator. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
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## πŸ“‰ Trending Down
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_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._
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- <b><a href="https://github.com/deepmodeling/community">community</a></b> (πŸ₯‰6 Β· ⭐ 74 Β· πŸ“‰) - DeepModeling community content. <code>Unlicensed</code>
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