Add fit module documentation into docs

v0.6.6

added fit module into docs

Removed xarray dependency

Adapated interface to batchglm. This release requires batchglm >=v0.6.3. The new version shows much less warnings and requires newer tensorflow and numpy.

Fixed documentation for rtfd

v0.6.4

updated batchglm in requirements, necessary for documentation

pypi upload

v0.6.3

fixed heading and bold text in rst

Fixed documentation

Sphinx documentation can be built locally.

adapated to new anndata interface

adapted to anndata not exporting anndata.base anymore

Adapting according to discussion at https://github.com/theislab/anndata/issues/174.

Preparing 1.0 release

The interface will stay largely the same, we are fixing remaining small issues and conclude interfacing to all new batchglm functionalities.

Last major beta release

Adapted diffxpy to batchlm v0.5.0. Notably:

• Major improvements in stability by using IRLS as default optimzer. Secondly, optimization hyperparameters are not necessary anymore for defaults as IRLS is hyperparameter free.
• New easier interface for constraints.
• Scale model defaults all to ~1.

Dcoumentation release

• Documentation on https://diffxpy.rtfd.io builds now.

First beta release

• Improve API
• Add constrained optimization
• Add size factors
• bug fixes and other improvements