We provide step-by-step guides to get you started. We cover the following use-cases:
=== card {: href=/tutorials/spacy101 }
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**Spacy representations**
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Learn the basics of how documents are represented with spaCy.
=== card {: href=/tutorials/matching-a-terminology }
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**Matching a terminology**
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Extract phrases that belong to a given terminology.
=== card {: href=/tutorials/qualifying-entities }
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**Qualifying entities**
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Ensure extracted concepts are not invalidated by linguistic modulation.
=== card {: href=/tutorials/detecting-dates }
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**Detecting dates**
---
Detect and parse dates in a text.
=== card {: href=/tutorials/multiple-texts }
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**Processing multiple texts**
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Improve the inference speed of your pipeline
=== card {: href=/tutorials/hpc }
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**Running on HPC (eg. Slurm)**
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Use an existing model at scale with an High-Performance Computing (HPC) job scheduler like Slurm.
=== card {: href=/tutorials/reason }
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**Detecting hospitalisation reason**
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Identify spans mentioning the reason for hospitalisation or tag entities as the reason.
=== card {: href=/tutorials/endlines }
↵ **Detecting false endlines**
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Classify each line end and add the `excluded` attribute to these tokens.
=== card {: href=/tutorials/aggregating-results }
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**Aggregating results**
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Aggregate the results of your pipeline at the document level.
=== card {: href=/advanced-tutorials/fastapi }
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**FastAPI**
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Deploy your pipeline as an API.
=== card {: href=/tutorials/visualization }
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**Visualization**
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Quickly visualize the results of your pipeline as annotations or tables.
We also provide tutorials on how to train deep-learning models with EDS-NLP. These tutorials cover the training API, hyperparameter tuning, and more.
=== card {: href=/tutorials/make-a-training-script }
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**Writing a training script**
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Learn how EDS-NLP handles training deep-neural networks, and how to write a training script on your own.
=== card {: href=/tutorials/training-ner }
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**Training a NER model**
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Learn how to quickly train a NER model with `edsnlp.train`.
=== card {: href=/tutorials/training-span-classifier }
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**Training a Span Classifier model**
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Learn how to quickly train a biopsy date classifier model model with `edsnlp.train`.
=== card {: href=/tutorials/tuning }
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**Hyperparameter Tuning**
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Learn how to tune hyperparameters of a model with `edsnlp.tune`.