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diff --git a/.github/contributors/tiangolo.md b/.github/contributors/tiangolo.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 GmbH](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:
+
+    * [ ] 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                           | Sebastián Ramírez    |
+| Company name (if applicable)   |                      |
+| Title or role (if applicable)  |                      |
+| Date                           | 2020-07-01           |
+| GitHub username                | tiangolo             |
+| Website (optional)             |                      |
diff --git a/.gitignore b/.gitignore
@@ -44,6 +44,7 @@ __pycache__/
 .env*
 .~env/
 .venv
+env3.6/
 venv/
 env3.*/
 .dev
@@ -119,3 +120,6 @@ Desktop.ini
 
 # Pycharm project files
 *.idea
+
+# IPython
+.ipynb_checkpoints/
diff --git a/.travis.yml b/.travis.yml
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
@@ -280,23 +280,7 @@ except:  # noqa: E722
 
 ### Python conventions
 
-All Python code must be written in an **intersection of Python 2 and Python 3**.
-This is easy in Cython, but somewhat ugly in Python. Logic that deals with
-Python or platform compatibility should only live in
-[`spacy.compat`](spacy/compat.py). To distinguish them from the builtin
-functions, replacement functions are suffixed with an underscore, for example
-`unicode_`. If you need to access the user's version or platform information,
-for example to show more specific error messages, you can use the `is_config()`
-helper function.
-
-```python
-from .compat import unicode_, is_config
-
-compatible_unicode = unicode_('hello world')
-if is_config(windows=True, python2=True):
-    print("You are using Python 2 on Windows.")
-```
-
+All Python code must be written **compatible with Python 3.6+**.
 Code that interacts with the file-system should accept objects that follow the
 `pathlib.Path` API, without assuming that the object inherits from `pathlib.Path`.
 If the function is user-facing and takes a path as an argument, it should check

diff --git a/MANIFEST.in b/MANIFEST.in
@@ -1,8 +1,7 @@
 recursive-include include *.h
-recursive-include spacy *.txt *.pyx *.pxd
+recursive-include spacy *.pyx *.pxd *.txt *.cfg
 include LICENSE
 include README.md
-include bin/spacy
 include pyproject.toml
 recursive-exclude spacy/lang *.json
 recursive-include spacy/lang *.json.gz

diff --git a/Makefile b/Makefile
@@ -5,7 +5,7 @@ VENV := ./env$(PYVER)
 version := $(shell "bin/get-version.sh")
 
 dist/spacy-$(version).pex : wheelhouse/spacy-$(version).stamp
-	$(VENV)/bin/pex -f ./wheelhouse --no-index --disable-cache -m spacy -o $@ spacy==$(version) jsonschema spacy-lookups-data jieba pkuseg==0.0.25 sudachipy sudachidict_core
+	$(VENV)/bin/pex -f ./wheelhouse --no-index --disable-cache -m spacy -o $@ spacy==$(version) spacy-lookups-data jieba pkuseg==0.0.25 sudachipy sudachidict_core
 	chmod a+rx $@
 	cp $@ dist/spacy.pex
 
@@ -15,7 +15,7 @@ dist/pytest.pex : wheelhouse/pytest-*.whl
 
 wheelhouse/spacy-$(version).stamp : $(VENV)/bin/pex setup.py spacy/*.py* spacy/*/*.py*
 	$(VENV)/bin/pip wheel . -w ./wheelhouse
-	$(VENV)/bin/pip wheel jsonschema spacy-lookups-data jieba pkuseg==0.0.25 sudachipy sudachidict_core -w ./wheelhouse
+	$(VENV)/bin/pip wheel spacy-lookups-data jieba pkuseg==0.0.25 sudachipy sudachidict_core -w ./wheelhouse
 	touch $@
 
 wheelhouse/pytest-%.whl : $(VENV)/bin/pex

diff --git a/README.md b/README.md
@@ -15,7 +15,6 @@ It's commercial open-source software, released under the MIT license.
 [Check out the release notes here.](https://github.com/explosion/spaCy/releases)
 
 [![Azure Pipelines](<https://img.shields.io/azure-devops/build/explosion-ai/public/8/master.svg?logo=azure-pipelines&style=flat-square&label=build+(3.x)>)](https://dev.azure.com/explosion-ai/public/_build?definitionId=8)
-[![Travis Build Status](<https://img.shields.io/travis/explosion/spaCy/master.svg?style=flat-square&logo=travis-ci&logoColor=white&label=build+(2.7)>)](https://travis-ci.org/explosion/spaCy)
 [![Current Release Version](https://img.shields.io/github/release/explosion/spacy.svg?style=flat-square&logo=github)](https://github.com/explosion/spaCy/releases)
 [![pypi Version](https://img.shields.io/pypi/v/spacy.svg?style=flat-square&logo=pypi&logoColor=white)](https://pypi.org/project/spacy/)
 [![conda Version](https://img.shields.io/conda/vn/conda-forge/spacy.svg?style=flat-square&logo=conda-forge&logoColor=white)](https://anaconda.org/conda-forge/spacy)
@@ -98,12 +97,19 @@ For detailed installation instructions, see the
 
 - **Operating system**: macOS / OS X · Linux · Windows (Cygwin, MinGW, Visual
   Studio)
-- **Python version**: Python 2.7, 3.5+ (only 64 bit)
+- **Python version**: Python 3.6+ (only 64 bit)
 - **Package managers**: [pip] · [conda] (via `conda-forge`)
 
 [pip]: https://pypi.org/project/spacy/
 [conda]: https://anaconda.org/conda-forge/spacy
 
+> ⚠️ **Important note for Python 3.8:** We can't yet ship pre-compiled binary
+> wheels for spaCy that work on Python 3.8, as we're still waiting for our CI
+> providers and other tooling to support it. This means that in order to run
+> spaCy on Python 3.8, you'll need [a compiler installed](#source) and compile
+> the library and its Cython dependencies locally. If this is causing problems
+> for you, the easiest solution is to **use Python 3.7** in the meantime.
+
 ### pip
 
 Using pip, spaCy releases are available as source packages and binary wheels (as
@@ -188,7 +194,7 @@ pip install https://github.com/explosion/spacy-models/releases/download/en_core_
 
 ### Loading and using models
 
-To load a model, use `spacy.load()` with the model name, a shortcut link or a
+To load a model, use `spacy.load()` with the model name or a
 path to the model data directory.
 
 ```python
@@ -263,9 +269,7 @@ and git preinstalled.
 Install a version of the
 [Visual C++ Build Tools](https://visualstudio.microsoft.com/visual-cpp-build-tools/)
 or [Visual Studio Express](https://visualstudio.microsoft.com/vs/express/) that
-matches the version that was used to compile your Python interpreter. For
-official distributions these are VS 2008 (Python 2.7), VS 2010 (Python 3.4) and
-VS 2015 (Python 3.5).
+matches the version that was used to compile your Python interpreter.
 
 ## Run tests
 

diff --git a/azure-pipelines.yml b/azure-pipelines.yml
@@ -27,20 +27,14 @@ jobs:
     inputs:
       versionSpec: '3.7'
   - script: |
-      pip install flake8
+      pip install flake8==3.5.0
       python -m flake8 spacy --count --select=E901,E999,F821,F822,F823 --show-source --statistics
     displayName: 'flake8'
 
 - job: 'Test'
   dependsOn: 'Validate'
   strategy:
     matrix:
-      Python35Linux:
-        imageName: 'ubuntu-16.04'
-        python.version: '3.5'
-      Python35Windows:
-        imageName: 'vs2017-win2016'
-        python.version: '3.5'
       Python36Linux:
         imageName: 'ubuntu-16.04'
         python.version: '3.6'
@@ -58,7 +52,7 @@ jobs:
       #   imageName: 'vs2017-win2016'
       #   python.version: '3.7'
       # Python37Mac:
-      #   imageName: 'macos-10.13'
+      #   imageName: 'macos-10.14'
       #   python.version: '3.7'
       Python38Linux:
         imageName: 'ubuntu-16.04'