and time marg before moving onto dist and tiem nad phase marg

- Add doc file on CBC PE
- Add introduction text

ratio looks a bit off: need to figuring out what's going on with the
normalization

Allows easier access to the Likelihood, GWT, WaveformGenerator, and
run_sampler

- Fixes bug when setting truths
- Remove mu=None, sigma=None in hyper PE example

- Adds a tests flag for which the sampler only runs 100 steps
- Set the samples as random samples to test plotting
- Fix problems in a few of the examples

changed random seed to avoid multi-modal posteriors.  Added comments to tutorial so user can understand each step

Closes #68 by giving a simple interface to set the log-level (unless set
at the script level) and whether or not to use cached data.

Revert "Revert "Moritz Huebner: Removed default parameters for sampling frequency and time duration in the waveform generator""

This reverts commit 91e90f0d.

Revert "Moritz Huebner: Removed default parameters for sampling frequency and time duration in the waveform generator"

This reverts commit e4ac1430.

Moritz Huebner: Removed default parameters for sampling frequency and time duration in the waveform generator

The samplers and prior access the parameters via
`likelihood.waveform_generator.parameters`. But, this is the only way
that the waveform_generator was accessed outside of the likelihood. We
simplify this by insisting that the Likelihood has the attribute
parameters (which is set, in this case, from the waveform_generator).

- Add attribute parameters to likelihood
- Remove all look-ups of waveform_generator outside of the likelihood.
  This means the waveform_generator is a likelihood-specific thing!

If a label is given to setup_logger, the output is written to a file.