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Nikoletos-K committed Jul 1, 2023
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<div align="center">
<br>
<img align="center" src="https://github.com/Nikoletos-K/pyJedAI/blob/main/docs/img/pyjedai.logo.drawio.png?raw=true" alt="pyJedAI" width="400"/>
<br>
<img align="center" src="https://github.com/Nikoletos-K/pyJedAI/blob/main/docs/img/pyjedai.logo.drawio.png?raw=true" alt="pyJedAI" width="400"/>
</div>
<br><br>
<br>
<br>
<div align="center">
An open-source library that leverages Python’s data science ecosystem to build <br> powerful end-to-end Entity Resolution workflows.
</div>
Expand All @@ -24,20 +25,20 @@ pyJedAI is a python framework, aiming to offer experts and novice users, robust
__Open demos are available in:__

<div align="center">
<a href="https://nbviewer.org/github/Nikoletos-K/pyJedAI/blob/main/tutorials/Demo.ipynb">
<img align="center" src="https://nbviewer.org/static/img/nav_logo.svg" width=120/>
</a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://github.com/Nikoletos-K/pyJedAI/blob/main/tutorials/Demo.ipynb">
<img align="center" src="https://miro.medium.com/max/1400/1*Edn_LpbSpLeNKfWkEdG2Jg.png" width=120/>
</a>
<a href="https://nbviewer.org/github/Nikoletos-K/pyJedAI/blob/main/tutorials/Demo.ipynb">
<img align="center" src="https://nbviewer.org/static/img/nav_logo.svg" width=120/>
</a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://github.com/Nikoletos-K/pyJedAI/blob/main/tutorials/Demo.ipynb">
<img align="center" src="https://miro.medium.com/max/1400/1*Edn_LpbSpLeNKfWkEdG2Jg.png" width=120/>
</a>
</div>

__Google Colab Hands-on demo:__

<div align="center">
<a href="https://colab.research.google.com/drive/18VgEOKAc2ObFFxDNb2sjhBLKKsNvfEPo?usp=sharing">
<img align="center" src="https://3.bp.blogspot.com/-apoBeWFycKQ/XhKB8fEprwI/AAAAAAAACM4/Sl76yzNSNYwlShIBrheDAum8L9qRtWNdgCLcBGAsYHQ/s1600/colab.png" width=120/>
</a>
<a href="https://colab.research.google.com/drive/18VgEOKAc2ObFFxDNb2sjhBLKKsNvfEPo?usp=sharing">
<img align="center" src="https://3.bp.blogspot.com/-apoBeWFycKQ/XhKB8fEprwI/AAAAAAAACM4/Sl76yzNSNYwlShIBrheDAum8L9qRtWNdgCLcBGAsYHQ/s1600/colab.png" width=120/>
</a>
</div>

# Install
Expand All @@ -52,18 +53,18 @@ More on [PyPI](https://pypi.org/project/pyjedai).
# Dependencies

<div align="center">
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Pandas_logo.svg/2560px-Pandas_logo.svg.png" width=120/> &nbsp;&nbsp;
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/31/NumPy_logo_2020.svg/1280px-NumPy_logo_2020.svg.png" width=120/> &nbsp;&nbsp;
<img align="center" src="https://logoeps.com/wp-content/uploads/2012/10/python-logo-vector.png" width=120/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/38/Jupyter_logo.svg/883px-Jupyter_logo.svg.png" width=70/> <br>
<img align="center" src="https://raw.githubusercontent.com/optuna/optuna/master/docs/image/optuna-logo.png" width=150/>
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/8/8a/Plotly_logo_for_digital_final_%286%29.png/1200px-Plotly_logo_for_digital_final_%286%29.png" width=150/>
<img align="center" src="https://pytorch.org/tutorials/_static/img/thumbnails/cropped/profiler.png" width=160/>
<img align="center" src="https://www.fullstackpython.com/img/logos/scipy.png" width=150/> <br><br>
<img align="center" src="https://www.kornosk.me/resources/language-model/featured.png" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://repository-images.githubusercontent.com/1349775/202c4680-8f7c-11e9-91c6-745fdcbeffe8" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://networkx.org/_static/networkx_logo.svg" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://raw.githubusercontent.com/RDFLib/OWL-RL/master/OWL-RL.png" width=70/>
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/e/ed/Pandas_logo.svg/2560px-Pandas_logo.svg.png" width=120/> &nbsp;&nbsp;
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/31/NumPy_logo_2020.svg/1280px-NumPy_logo_2020.svg.png" width=120/> &nbsp;&nbsp;
<img align="center" src="https://logoeps.com/wp-content/uploads/2012/10/python-logo-vector.png" width=120/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/3/38/Jupyter_logo.svg/883px-Jupyter_logo.svg.png" width=70/> <br>
<img align="center" src="https://raw.githubusercontent.com/optuna/optuna/master/docs/image/optuna-logo.png" width=150/>
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/8/8a/Plotly_logo_for_digital_final_%286%29.png/1200px-Plotly_logo_for_digital_final_%286%29.png" width=150/>
<img align="center" src="https://pytorch.org/tutorials/_static/img/thumbnails/cropped/profiler.png" width=160/>
<img align="center" src="https://www.fullstackpython.com/img/logos/scipy.png" width=150/> <br><br>
<img align="center" src="https://www.kornosk.me/resources/language-model/featured.png" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://repository-images.githubusercontent.com/1349775/202c4680-8f7c-11e9-91c6-745fdcbeffe8" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://networkx.org/_static/networkx_logo.svg" width=150/> &nbsp;&nbsp;&nbsp;
<img align="center" src="https://raw.githubusercontent.com/RDFLib/OWL-RL/master/OWL-RL.png" width=70/>
</div>
<br>

Expand Down Expand Up @@ -101,16 +102,17 @@ Released under the Apache-2.0 license [(see LICENSE.txt)](https://github.com/Nik
Copyright © 2023 AI-Team, University of Athens

<div align="center">
<hr>
<br>
<a href="https://stelar-project.eu">
<img align="center" src="https://stelar-project.eu/wp-content/uploads/2022/08/Logo-Stelar-1-f.png" width=180/>
</a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://ec.europa.eu/info/index_en">
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/b7/Flag_of_Europe.svg/1200px-Flag_of_Europe.svg.png" width=140/>
</a>
<br><br>
<b>This project is being funded in the context of <a href="https://stelar-project.eu">STELAR</a> that is an <a href="https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe_en">HORIZON-Europe</a> project.</b><br>
<hr>
<br>
<a href="https://stelar-project.eu">
<img align="center" src="https://stelar-project.eu/wp-content/uploads/2022/08/Logo-Stelar-1-f.png" width=180/>
</a> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
<a href="https://ec.europa.eu/info/index_en">
<img align="center" src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/b7/Flag_of_Europe.svg/1200px-Flag_of_Europe.svg.png" width=140/>
</a>
<br>
<br>
<b>This project is being funded in the context of <a href="https://stelar-project.eu">STELAR</a> that is an <a href="https://research-and-innovation.ec.europa.eu/funding/funding-opportunities/funding-programmes-and-open-calls/horizon-europe_en">HORIZON-Europe</a> project.
</b>
<br>
</div>


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