feat: create conflicts stuty

7_conflicts_fix_study/README.md

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+# Interactive Clustering : 7. Conflicts fix Study
+
+The main goal of this study is to **verify conflicts fixes importance** on labeling error.
+
+
+## Hypotheses
+
+This sub-repository provides an environment to carry out a comparative study of _Interactive Clustering_ implementation around one hypothese.
+- **Robustness hypothesis**: _TODO._
+
+
+## Experimental protocol
+
+`TODO`.
+
+
+## Implementation
+
+`TODO`.
+
+
+## Installation and Execution
+
+Follow the description of `README.md` repository file in order to setup your Python/R environment.
+
+Then follow notebooks instructions.
+
+
+## Previous data
+
+Some experiments needs data from previous studies.
+Here, constraints annotations are expected from `1_convergence_study` study.
+See the export notebook of this study and paste the exported files in the `previous` folder.
+
+
+## Results
+
+Due to the volume of data generated (around 35 GB), not all results are versioned on GitHub.
+
+- results are zipped in a `.tar.gz` file and versioned on Zenodo : `TODO`.
+- a summary of results are stored in `results`..
+
+In order to make a save in a `.tar.gz` file, you can use the following command:
+```bash
+tar -czf 7_conflicts_fix_study.tar.gz experiments/ notebook/ previous/ results/ README.md
+```
+
+
+## Scientific contribution
+
+- One section of my PhD is dedicated to this study : `TODO`.