Pumpp

=====
- `136`_ Fixed a bug in serialization of objects with randomstate
- `135`_ Fixed deprecation warnings for numpy 1.20 and librosa 0.9
- `134`_ Added tensorflow-keras layer constructors
- `133`_ Fixed a bug in operator maps with missing keys
- `131`_ Update to modern dependencies (tensorflow 2, librosa 0.8+). Dropped support for python <
3.6.
- `128`_ Avoid redundant computation of features
- `117`_ Added default names for transformations

.. _136: https://github.com/bmcfee/pumpp/pull/136
.. _135: https://github.com/bmcfee/pumpp/pull/135
.. _134: https://github.com/bmcfee/pumpp/pull/134
.. _133: https://github.com/bmcfee/pumpp/pull/133
.. _131: https://github.com/bmcfee/pumpp/pull/131
.. _128: https://github.com/bmcfee/pumpp/pull/128
.. _117: https://github.com/bmcfee/pumpp/pull/117

=====
- `105`_ Expanding API for layer construction to eventually support alternative frameworks.
- `104`_ Added API for explicit data types in feature modules.
- `103`_ Added quantization support for feature modules.
- `106`_ Dropped support for python 2.7.

.. _106: https://github.com/bmcfee/pumpp/pull/106
.. _103: https://github.com/bmcfee/pumpp/pull/103
.. _104: https://github.com/bmcfee/pumpp/pull/104
.. _105: https://github.com/bmcfee/pumpp/pull/105

=====
- `100`_ Added viterbi decoding options for tags, chords, and beat transformers
- `99`_ Updated test suite

.. _100: https://github.com/bmcfee/pumpp/pull/100
.. _99: https://github.com/bmcfee/pumpp/pull/99

=====
- `95`_ Data durations are now checked before sampling

.. _95: https://github.com/bmcfee/pumpp/pull/95

=====
- `91`_ JAMS annotations are now populated with confidence fields
- `92`_ Pump objects can pretty-print in jupyter notebooks

.. _91: https://github.com/bmcfee/pumpp/pull/91
.. _92: https://github.com/bmcfee/pumpp/pull/92

=====
- `88`_ Added time-position coding
- `87`_ Added variable-length sampler

.. _88: https://github.com/bmcfee/pumpp/pull/88
.. _87: https://github.com/bmcfee/pumpp/pull/87