Merge branch 'master' of github.com:LennardZuendorf/legalis

README.md

@@ -1,23 +1,27 @@
 <h1>legalis</h1>
-<h4>This is the monorepo for the legalis project. Focus of proejct is prediction work and datascience around German Court cases. Currently this repo contains a folder for Data and Mode, each linking back to a Huggingface Repo and containing an notebook for creating of the respective Items.</h4>
+<h4>This is the mono repo for the legalis project. The focus of project is prediction work and data science around German Court cases. Currently, this repo contains a folder for Data, Model and App. Each contains the notebook/python files for the respective part of the project.</h4>
+
+<h4>The project contains two notebooks for cleaning and enhancing with the CHatGPT API, as well as one notebook used for training a random forest and Naive Bayes Multimodal Model and one for a BERT Classification Model fine-tuned on top of a German BERT. The latter is also running in a huggingface spaces.</h4>
 
 <h2>🔗 Links:</h2>
 
-**[Model on Huggingface](https://huggingface.co/LennardZuendorf/legalis)**
+**[Interactive Model on Huggingface](https://huggingface.co/spaces/LennardZuendorf/legalis)**
+
+**[BERT Model on Huggingface](https://huggingface.co/LennardZuendorf/legalis-BERT)**
 
-**[Dataset on Huggingface](https://huggingface.co/datasets/LennardZuendorf/legalis)**
+**[Labeled Dataset on Huggingface](https://huggingface.co/datasets/LennardZuendorf/legalis)**
 
 <h2>🏗️ Tech Stack:</h2>
 
 **Language/Platform:** Python, JupyterNotebook
 
-**Noteable Packages:** 🤗 Datasets, 🤗Evaluate, scikit-learn
+**Noteable Libaries:** 🤗Datasets, 🤗Evaluate, scikit-learn, 🤗Transformers
 
-**Base Dataset:** [https://huggingface.co/datasets/LennardZuendorf/Dynamically-Generated-Hate-Speech-Dataset](https://huggingface.co/datasets/LennardZuendorf/openlegaldata-bulk-data))
+**Base Dataset:** [OpenLegalData](https://huggingface.co/datasets/LennardZuendorf/openlegaldata-bulk-data)
 
 <h2>👨‍💻 Author and Credits:</h2>
 
 **Author:** [@LennardZuendorf](https://github.com/LennardZuendorf)
 
-- This project is part of a course in HTW Berlin's Business Computing Bachelor Program.
+- This project is part of a course in HTW Berlin's Business Computing Bachelor Program ("Unternehmenssoftware")