          +card("Text Analytics with Python", "https://www.amazon.com/Text-Analytics-Python-Real-World-Actionable/dp/148422387X", "Dipanjan Sarkar (Apress / Springer, 2016)", "book")
              |  A Practical Real-World Approach to Gaining Actionable Insights
              |  from your Data
  
          +card("Practical Machine Learning with Python", "", "Dipanjan Sarkar et al. (Apress, 2017)", "book")
              |  A Problem-Solver's Guide to Building Real-World Intelligent Systems
  
  +section("notebooks")
      +h(2, "notebooks") Jupyter notebooks
  
      +grid
          +card("Modern NLP in Python", gh("spacy-notebooks", "notebooks/conference_notebooks/modern_nlp_in_python.ipynb"), "Patrick Harrison", "jupyter")
 
</s> remove         #model = linear_model >> logistic

 </s> add  </s> remove     def pipe(self, stream, batch_size=1000, n_threads=2):
 </s> add     def pipe(self, stream, batch_size=1000, n_threads=2, return_matches=False,
             as_tuples=False): </s> remove cdef enum action_t:
    REJECT
    ADVANCE
    REPEAT
    ACCEPT
    ADVANCE_ZERO
    ACCEPT_PREV
    PANIC

# A "match expression" conists of one or more token patterns
# Each token pattern consists of a quantifier and 0+ (attr, value) pairs.
# A state is an (int, pattern pointer) pair, where the int is the start
# position, and the pattern pointer shows where we're up to
# in the pattern.

 </s> add  </s> remove   - "%PYTHON%\\python.exe -m pytest spacy/"
 </s> add   - "%PYTHON%\\python.exe -m pytest spacy/ --no-print-logs" </s> remove 
    def _init_gold_batch(self, whole_docs, whole_golds):
 </s> add     def _init_gold_batch(self, whole_docs, whole_golds, min_length=5, max_length=500):
          +card("Text Analytics with Python", "https://www.amazon.com/Text-Analytics-Python-Real-World-Actionable/dp/148422387X", "Dipanjan Sarkar (Apress / Springer, 2016)", "book")
              |  A Practical Real-World Approach to Gaining Actionable Insights
              |  from your Data
  



  +section("notebooks")
      +h(2, "notebooks") Jupyter notebooks
  
      +grid
          +card("Modern NLP in Python", gh("spacy-notebooks", "notebooks/conference_notebooks/modern_nlp_in_python.ipynb"), "Patrick Harrison", "jupyter")
keep keep keep keep replace replace replace keep keep keep keep keep
 Revert "Merge branch 'develop' of https://github.com/explosion/spaCy into develop"

This reverts commit c9ba3d3c2dc7067cf8bd55f878cec45a8c6d73d4, reversing
changes made to 92c26a35d425d4e8ca1b805ea776ea10f5ded3df. 
website/usage/resources.jade