Remove all bayesian analysis.

Author: twiecki

.travis.yml

@@ -39,7 +39,7 @@ install:
   - source activate testenv
   - pip install nose_parameterized
   #- pip install --no-deps git+https://github.com/quantopian/zipline
-  - pip install -e .[bayesian] -c constraints.txt
+  - pip install -e -c constraints.txt
 
 before_script:
   - "flake8 pyfolio"

README.md

@@ -39,18 +39,6 @@ mkvirtualenv pyfolio
 Next, clone this git repository and run `python setup.py develop`
 and edit the library files directly.
 
-#### Bayesian tear sheet
-
-Generating a [Bayesian tearsheet](https://github.com/quantopian/pyfolio/blob/master/pyfolio/examples/bayesian.ipynb) requires PyMC3 and Theano. You can install these packages with the following commands:
-
-```bash
-pip install theano
-```
-
-```bash
-pip install pymc3
-```
-
 #### Matplotlib on OSX
 
 If you are on OSX and using a non-framework build of Python, you may need to set your backend:

docs/notebooks/bayesian.ipynb

@@ -8,7 +8,6 @@ pages:
 - Tutorial:
   - 'Single stock': 'notebooks/single_stock_example.md'
   - 'Zipline algorithm': 'notebooks/zipline_algo_example.md'
-  - 'Bayesian analysis': 'notebooks/bayesian.md'
   - 'Sector analysis': 'notebooks/sector_mappings_example.md'
   - 'Round trip analysis': 'notebooks/round_trip_tear_sheet_example.md'
   - 'Slippage analysis': 'notebooks/slippage_example.md'

mkdocs.yml

@@ -14,17 +14,9 @@
 from .plotting import *  # noqa
 from ._version import get_versions
 
-try:
-    from . import bayesian
-except ImportError:
-    warnings.warn(
-        "Could not import bayesian submodule due to missing pymc3 dependency.",
-        ImportWarning)
-
-
 __version__ = get_versions()['version']
 del get_versions
 
-__all__ = ['utils', 'timeseries', 'pos', 'txn', 'bayesian',
+__all__ = ['utils', 'timeseries', 'pos', 'txn',
            'interesting_periods', 'capacity', 'round_trips',
            'risk', 'perf_attrib']