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Bumps [gunicorn](https://github.com/benoitc/gunicorn) from 20.1.0 to 22.0.0. Release notes Sourced from gunicorn's releases. Gunicorn 22.0 has been released Gunicorn 22.0.0 has been released. This version fix the numerous security vulnerabilities. You're...

dependencies

refinery - [ ] Tested by creator on refinery - [ ] Tested by reviewer on refinery - [ ] Ensured that output of brick conforms with refinery structure (to...

**Please describe the module you would like to add to bricks** Very often in domain documents, you have abbreviations: `beginnt die AWV innerhalb des Kalenderjahres, ist die volle SB zu...

enhancement

Bumps [fastapi](https://github.com/tiangolo/fastapi) from 0.85.1 to 0.109.1. Release notes Sourced from fastapi's releases. 0.109.1 Security fixes ⬆️ Upgrade minimum version of python-multipart to >=0.0.7 to fix a vulnerability when using form...

dependencies

**Please describe the module you would like to add to the content library** Sklearn-based grid search to train an active learner classification head **Implementation** ```python from sklearn.ensemble import RandomForestClassifier from...

enhancement
requires refinery knowledge

**Description** Sklearn-based random search to train an active learner classification head **Implementation** ```python from sklearn.ensemble import RandomForestClassifier from sklearn.model_selection import RandomizedSearchCV class ActiveLearner: def __init__(self, base_classifier, pool_size, query_strategy): self.base_classifier =...

enhancement
requires refinery knowledge

**Please describe the module you would like to add to bricks** Super easy but great indicator for the quality of a text. Can also be used for Cognition. **Do you...

enhancement
cognition

refinery - [ ] Tested by creator on refinery - [ ] Tested by reviewer on refinery - [ ] Ensured that output of brick conforms with refinery structure (to...

**Please describe the module you would like to add to bricks** I suggest creating a brick that contains an active learner that makes use of the `xgboost` library. Alternatively, we...

enhancement

PR checklist: - [ ] Tested by creator on localhost:8000/docs - [x] Tested by creator on refinery - [ ] Tested by reviewer on localhost:8000/docs - [ ] Tested by...