SpaCy for Digital Humanities with Python

SpaCy for Digital Humanities with Python

Python Tutorials for Digital Humanities via YouTube Direct link

Introduction to SpaCy and Cleaning Data (SpaCy and Python Tutorials for DH - 01)

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Introduction to SpaCy and Cleaning Data (SpaCy and Python Tutorials for DH - 01)

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SpaCy for Digital Humanities with Python

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  1. 1 Introduction to SpaCy and Cleaning Data (SpaCy and Python Tutorials for DH - 01)
  2. 2 How to Install SpaCy and Models (Spacy and Python Tutorial for DH 02)
  3. 3 How to Separate Sentences in SpaCy (SpaCy and Python Tutorials for DH - 03)
  4. 4 Spacy and Named Entity Recognition NER (Spacy and Python Tutorial for DH 04)
  5. 5 Finding Parts of Speech (SpaCy and Python Tutorial for DH 05)
  6. 6 Extracting Nouns and Noun Chunks (SpaCy and Python Tutorial for DH 06)
  7. 7 Extracting Verbs and Verb Phrases (SpaCy and Python Tutorial for DH 07)
  8. 8 Lemmatization: Finding the Roots of Words (Spacy and Python Tutorial for DH 08)
  9. 9 Data Visualization with DisplaCy (Spacy and Python Tutorial for DH 09)
  10. 10 Customizing DisplaCy Render Data Visualization (Spacy and Python Tutorial for DH 10)
  11. 11 Finding Quotes in Sentences (SpaCy and Python Tutorial for DH 11)
  12. 12 Introduction to Named Entity Recognition (NER for DH 01)
  13. 13 Machine Learning NER with Python and spaCy (NER for DH 03 )
  14. 14 How to Use spaCy's EntityRuler (Named Entity Recognition for DH 04 | Part 01)
  15. 15 How to Use spaCy to Create an NER training set (Named Entity Recognition for DH 04 | Part 02)
  16. 16 How to Train a spaCy NER model (Named Entity Recognition for DH 04 | Part 03)
  17. 17 Examining a spaCy Model in the Folder (Named Entity Recognition for DH 05)
  18. 18 What are Word Vectors (Named Entity Recognition for DH 06)
  19. 19 How to Generate Custom Word Vectors in Gensim (Named Entity Recognition for DH 07)
  20. 20 How to Load Custom Word Vectors into spaCy Models (Named Entity Recognition for DH 08)
  21. 21 Getting the Data for Custom Labels (Holocaust NER for DH 09.01)
  22. 22 How to Add a Custom NER Pipe in spaCy and a Custom Label (NER for DH 09.02 )
  23. 23 How to Training Custom Entities into spaCy Models (Named Entity Recognition for DH 09 03) - spaCy 2
  24. 24 How to Add and Place Pipes from other Models into a New Model (NER for DH 09 04)
  25. 25 How to Add Custom Functions to spaCy Pipeline (NER for DH 09.05)
  26. 26 Precision vs. Recall and Adding PERSON to Holocaust NER Pipeline (Named Entity Recognition DH 09.06)
  27. 27 Finalizing the Holocaust NER Pipeline (Named Entity Recognition for DH 09.07)
  28. 28 Classical Latin Named Entity Recognition (NER for DH 10.01)
  29. 29 How to Package spaCy Models (Even with Custom Factories) (NER for DH 11)
  30. 30 How to Add a Pipe in SpaCy 3x (SpaCy 3x Tutorials)
  31. 31 How to Add Cutom Names to Pipes and Position them in a Pipeline in spaCy 3x SpaCy 3x Tutorials
  32. 32 How to Add Custom Factories with Language component in spaCy 3x (SpaCy 3x Tutorials)
  33. 33 How to Convert spaCy 2x Training Data to 3x (Named Entity Recognition in spaCy Tutorials)
  34. 34 How to Create a Config.cfg File in spaCy 3x for Named Entity Recognition (NER)
  35. 35 How to Train an NER Model in spaCy 3x
  36. 36 How to Structure an Informal NER Test with spaCy 3 (Named Entity Recognition Tutorials)
  37. 37 How to Structure a Formal Test with Confusion Matrix in spaCy 3 for NER Models (NER for DH)
  38. 38 How to package a spacy model with custom component or factory
  39. 39 How to Create and Add an EntityRuler in spaCy 3
  40. 40 How to Load Custom Word Vectors into a spaCy Model
  41. 41 Adding ENT_TYPE patterns into an EntityRuler in spaCy
  42. 42 The EASIEST! way to do Text Classification with spaCy and Classy Classification
  43. 43 How to Easily Add a Coreference Resolution Model into a spCy Pipeline with Crosslingual Coreference
  44. 44 Weak Supervision NLP with spaCy and Skweak
  45. 45 How to Extract Prepositional Phrases from Texts using spaCy - Bonus Content (Intro to Set_Extension)
  46. 46 How to Serialize (Save) spaCy Doc Containers to Disk with DocBin and Pickle
  47. 47 The Easiest Way to do Coreference Resolution with spaCy with spaCy-Experimental
  48. 48 When to use NER, EntityRuler, SpanCat, or SpanRuler in spaCy
  49. 49 LatinCy | How to use spaCy for Latin NLP in Python #nlp #spacy
  50. 50 SpanCat with spaCy on Real Data | Part 01 - The Project and Cultivating Data for Annotation
  51. 51 How to Prepare Annotations in Prodigy for Training a SpanCat Model in spaCy (Part 2 | SpanCat) #nlp
  52. 52 Training a spaCy SpanCat Model to Annotate in Texts more quickly in Prodigy | SpanCat 03

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