Merge branch 'master' of https://github.com/explosion/spaCy

.github/contributors/danielhers.md

@@ -0,0 +1,106 @@
+# spaCy contributor agreement
+
+This spaCy Contributor Agreement (**"SCA"**) is based on the
+[Oracle Contributor Agreement](http://www.oracle.com/technetwork/oca-405177.pdf).
+The SCA applies to any contribution that you make to any product or project
+managed by us (the **"project"**), and sets out the intellectual property rights
+you grant to us in the contributed materials. The term **"us"** shall mean
+[ExplosionAI UG (haftungsbeschränkt)](https://explosion.ai/legal). The term
+**"you"** shall mean the person or entity identified below.
+
+If you agree to be bound by these terms, fill in the information requested
+below and include the filled-in version with your first pull request, under the
+folder [`.github/contributors/`](/.github/contributors/). The name of the file
+should be your GitHub username, with the extension `.md`. For example, the user
+example_user would create the file `.github/contributors/example_user.md`.
+
+Read this agreement carefully before signing. These terms and conditions
+constitute a binding legal agreement.
+
+## Contributor Agreement
+
+1. The term "contribution" or "contributed materials" means any source code,
+object code, patch, tool, sample, graphic, specification, manual,
+documentation, or any other material posted or submitted by you to the project.
+
+2. With respect to any worldwide copyrights, or copyright applications and
+registrations, in your contribution:
+
+    * you hereby assign to us joint ownership, and to the extent that such
+    assignment is or becomes invalid, ineffective or unenforceable, you hereby
+    grant to us a perpetual, irrevocable, non-exclusive, worldwide, no-charge,
+    royalty-free, unrestricted license to exercise all rights under those
+    copyrights. This includes, at our option, the right to sublicense these same
+    rights to third parties through multiple levels of sublicensees or other
+    licensing arrangements;
+
+    * you agree that each of us can do all things in relation to your
+    contribution as if each of us were the sole owners, and if one of us makes
+    a derivative work of your contribution, the one who makes the derivative
+    work (or has it made will be the sole owner of that derivative work;
+
+    * you agree that you will not assert any moral rights in your contribution
+    against us, our licensees or transferees;
+
+    * you agree that we may register a copyright in your contribution and
+    exercise all ownership rights associated with it; and
+
+    * you agree that neither of us has any duty to consult with, obtain the
+    consent of, pay or render an accounting to the other for any use or
+    distribution of your contribution.
+
+3. With respect to any patents you own, or that you can license without payment
+to any third party, you hereby grant to us a perpetual, irrevocable,
+non-exclusive, worldwide, no-charge, royalty-free license to:
+
+    * make, have made, use, sell, offer to sell, import, and otherwise transfer
+    your contribution in whole or in part, alone or in combination with or
+    included in any product, work or materials arising out of the project to
+    which your contribution was submitted, and
+
+    * at our option, to sublicense these same rights to third parties through
+    multiple levels of sublicensees or other licensing arrangements.
+
+4. Except as set out above, you keep all right, title, and interest in your
+contribution. The rights that you grant to us under these terms are effective
+on the date you first submitted a contribution to us, even if your submission
+took place before the date you sign these terms.
+
+5. You covenant, represent, warrant and agree that:
+
+    * Each contribution that you submit is and shall be an original work of
+    authorship and you can legally grant the rights set out in this SCA;
+
+    * to the best of your knowledge, each contribution will not violate any
+    third party's copyrights, trademarks, patents, or other intellectual
+    property rights; and
+
+    * each contribution shall be in compliance with U.S. export control laws and
+    other applicable export and import laws. You agree to notify us if you
+    become aware of any circumstance which would make any of the foregoing
+    representations inaccurate in any respect. We may publicly disclose your 
+    participation in the project, including the fact that you have signed the SCA.
+
+6. This SCA is governed by the laws of the State of California and applicable
+U.S. Federal law. Any choice of law rules will not apply.
+
+7. Please place an “x” on one of the applicable statement below. Please do NOT
+mark both statements:
+
+    * [x] I am signing on behalf of myself as an individual and no other person
+    or entity, including my employer, has or will have rights with respect to my
+    contributions.
+
+    * [ ] I am signing on behalf of my employer or a legal entity and I have the
+    actual authority to contractually bind that entity.
+
+## Contributor Details
+
+| Field                          | Entry                              |
+|------------------------------- | --------------------               |
+| Name                           | Daniel Hershcovich                 |
+| Company name (if applicable)   |                                    |
+| Title or role (if applicable)  |                                    |
+| Date                           | 8 November 2017                    |
+| GitHub username                | danielhers                         |
+| Website (optional)             | www.cs.huji.ac.il/~danielh         |

examples/training/train_textcat.py

@@ -48,7 +48,8 @@ def main(model=None, output_dir=None, n_iter=20, n_texts=2000):
     # load the IMBD dataset
     print("Loading IMDB data...")
     (train_texts, train_cats), (dev_texts, dev_cats) = load_data(limit=n_texts)
-    print("Using %d training examples" % n_texts)
+    print("Using {} examples ({} training, {} evaluation)"
+          .format(n_texts, len(train_texts), len(dev_texts)))
     train_data = list(zip(train_texts,
                           [{'cats': cats} for cats in train_cats]))
 

spacy/tokenizer.pyx

@@ -63,7 +63,7 @@ cdef class Tokenizer:
 
     cpdef Doc tokens_from_list(self, list strings):
         util.deprecated(
-            "Tokenizer.from_from list is now deprecated. Create a new Doc "
+            "Tokenizer.from_list is now deprecated. Create a new Doc "
             "object instead and pass in the strings as the `words` keyword "
             "argument, for example:\nfrom spacy.tokens import Doc\n"
             "doc = Doc(nlp.vocab, words=[...])")

website/api/vectors.jade

@@ -188,6 +188,38 @@ p
         +cell int
         +cell The row the vector was added to.
 
++h(2, "resize") Vectors.resize
+    +tag method
+
+p
+    |  Resize the underlying vectors array. If #[code inplace=True], the memory
+    |  is reallocated. This may cause other references to the data to become
+    |  invalid, so only use #[code inplace=True] if you're sure that's what you
+    |  want. If the number of vectors is reduced, keys mapped to rows that have
+    |  been deleted are removed. These removed items are returned as a list of
+    |  #[code (key, row)] tuples.
+
++aside-code("Example").
+    removed = nlp.vocab.vectors.resize((10000, 300))
+
++table(["Name", "Type", "Description"])
+    +row
+        +cell #[code shape]
+        +cell tuple
+        +cell
+            |  A #[code (rows, dims)] tuple describing the number of rows and
+            |  dimensions.
+
+    +row
+        +cell #[code inplace]
+        +cell bool
+        +cell Reallocate the memory.
+
+    +row("foot")
+        +cell returns
+        +cell list
+        +cell The removed items as a list of #[code (key, row)] tuples.
+
 +h(2, "keys") Vectors.keys
     +tag method
 

website/models/_data.json

@@ -52,6 +52,7 @@
 
     "MODEL_META": {
         "core": "Vocabulary, syntax, entities, vectors",
+        "core_sm": "Vocabulary, syntax, entities",
         "dep": "Vocabulary, syntax",
         "ent": "Named entities",
         "vectors": "Word vectors",

website/usage/_models/_available-models.jade

@@ -10,9 +10,10 @@ p
     for models, lang in MODELS
         for model, i in models
             - var comps = getModelComponents(model)
+            - var type = comps.size == "sm" && comps.type == "core" ? "core_sm" : comps.type
             +row
                 +cell #[+a("/models/" + lang + "#" + model) #[code=model]]
                     if i == 0
                         +icon("star", 16).o-icon--inline.u-color-theme
                 +cell #{LANGUAGES[comps.lang]}
-                +cell #{MODEL_META[comps.type]}
+                +cell #{MODEL_META[type]}

website/usage/_v2/_incompat.jade

@@ -10,10 +10,12 @@ p
         +cell #[+api("cli#download") #[code cli.download]]
 
     +row
-        +cell
-            |  #[code spacy.en] etc.
-        +cell
-            |  #[code spacy.lang.en] etc.
+        +cell #[code spacy.en] etc.
+        +cell #[code spacy.lang.en] etc.
+
+    +row
+        +cell #[code spacy.en.word_sets]
+        +cell #[code spacy.lang.en.stop_words]
 
     +row
         +cell #[code spacy.orth]
@@ -43,6 +45,10 @@ p
         +cell #[code Language.create_make_doc]
         +cell #[+api("language#attributes") #[code Language.tokenizer]]
 
+    +row
+        +cell #[code Vocab.resize_vectors]
+        +cell #[+api("vectors#resize") #[code Vectors.resize]]
+
     +row
         +cell
             |  #[code Vocab.load]