Livelossplot

Fixed

- MatplotlibPlot now works in script mode - [a long awaited feature](https://github.com/stared/livelossplot/issues/2)!
- GitHub Actions using current Python versions.

Added

- `PlotLosses(figsize=(10, 10))` to set the size of the figure due to [popular demand](https://github.com/stared/livelossplot/issues/139).
- Script vs notebook mode detection.

Fixed

- Support for Python 3.7 (see [this PR](https://github.com/stared/livelossplot/pull/136))

Added

- Support for Python 3.10 (see [this PR](https://github.com/stared/livelossplot/pull/136))

Added

- `from_step` option to display epochs from a given one (e.g. `from_step=2`) or only last epochs (e.g. `from_step=-10`), [see this request](https://github.com/stared/livelossplot/issues/124).
- Tests for Python 3.9.

Dropped

- Support for Python 3.5.

Added

- API to add outputs with strings `PlotLosses(outputs=['MatplotlibPlot', 'TensorboardLogger'])`, in case of default parameters.
- API to add outputs with chaining `PlotLosses(outputs=[]).to_matplotlib(**kwargs1).to_tensorboard(**kwargs2)`.
- README in pdoc3 documentation.

Fixed

- An error introduced in `0.5.2` with empty subplots (i.e. if the total number of subplots is not divisible the number of columns).

Changed

- `MatplotlibPlot._default_after_plots` contains `plt.show()` and`fig.savefig(...)`, so that display and save options can be altered with `MatplotlibPlot(after_plots=....)`.

Added

- Auto-generated documentation with [pdoc3](https://pypi.org/project/pdoc3/): <http://p.migdal.pl/livelossplot/>.
- Option to generate custom matplotlib plot options (e.g. log scale, no legend, etc) with `MatplotlibPlot(after_subplot=...)` and general for display `MatplotlibPlot(after_subplot=..., after_plots=....)`.

Changed

- Docstrings to Google-style (see [https://stackoverflow.com/questions/3898572/what-is-the-standard-python-docstring-format](https://stackoverflow.com/questions/3898572/what-is-the-standard-python-docstring-format)).
- Using object-oriented matplotlib API for plots (`ax.` not `plt.`), vide [this issue](https://github.com/stared/livelossplot/issues/16).

Added

- Bokeh colors, scaling, and hover tooltip (see [this PR for screenshots](https://github.com/stared/livelossplot/pull/106)).
- Tests for Neptune, better tests in general.
- Nice Issue templates.

Fixed

- Bokeh example.
- Made it working in general.