Seaborn-image

Latest version: v0.9.0

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0.4.0

You may also refer to the [tutorial](https://seaborn-image.readthedocs.io/en/latest/tutorial.html) or examples in the [gallery](https://seaborn-image.readthedocs.io/en/latest/auto_examples/index.html) and [reference](https://seaborn-image.readthedocs.io/en/latest/reference.html).

:rocket: Features

* `ImageGrid()` - plot collection of 2D images or multi-dimensional images
* `ImageGrid()` to plot multiple images along a grid (51) SarthakJariwala
* Dynamic indexing in `ImageGrid` (68) SarthakJariwala
* `map_func` to transform image data (68) SarthakJariwala
* `rgbplot()`, as a special case of `ImageGrid()` (52) SarthakJariwala
* Add `alpha`, `origin`, `norm`, `interpolation` and `cbar_log` to `imgplot()` (53) SarthakJariwala
* Exclude outliers using `robust` parameter while plotting (37) SarthakJariwala
* `map_func` to transform input image for `imgplot()`, `imghist()`, `ImageGrid()` (68) SarthakJariwala
* Upgrades to `fftplot()` (45) SarthakJariwala
* Add `height` and `aspect` parameters to `imghist()` (44) SarthakJariwala
* Stricter separation between axes and fig level functions (43) SarthakJariwala
* despine/respine globally using `despine` parameter in `set_image()` (56) SarthakJariwala
* `load_image()` function to get data now shipped with `seaborn-image` (39) SarthakJariwala
* `filterplot()`, and by extension `FilterGrid`, now accepts any callable filter (36) SarthakJariwala
* `FilterGrid()` class added (30) SarthakJariwala

:books: Documentation

* Add detailed tutorials (62) SarthakJariwala
* Update documentation (61) SarthakJariwala
* Update example gallery and readme (42) SarthakJariwala
* Use `matplotlib` plot-directive in docstring examples (40) SarthakJariwala
* Reformat docstrings to numpy style (40) SarthakJariwala

:fire: Removals and Deprecations

* Clean up `imgplot` and other function kwargs (40) SarthakJariwala
- `cbar_dict`
- `title`
- `title_dict`

:rotating_light: Testing

* Improve testing (40) SarthakJariwala

Other Changes

* Bump pytest from 6.0.2 to 6.1.1 (59) dependabot
* Update classifiers and data in `pyproject.toml` (55) SarthakJariwala
* Bump coverage from 5.2.1 to 5.3 (49) dependabot
* Bump pytest from 6.0.1 to 6.0.2 (47) dependabot
* Bump xdoctest from 0.14.0 to 0.15.0 (48) dependabot
* Bump codecov from 2.1.8 to 2.1.9 (28) dependabot
* Bump matplotlib from 3.3.1 to 3.3.2 (50) dependabot
* Bump sphinx-gallery from 0.8.0 to 0.8.1 (46) dependabot
* fix `robust` state issue when `vmin`, `vmax` specified (38) SarthakJariwala
* Bump matplotlib from 3.3.0 to 3.3.1 (22) dependabot
* Bump pytest-cov from 2.10.0 to 2.10.1 (26) dependabot
* Bump sphinx from 3.1.2 to 3.2.1 (23) dependabot
* Bump black from 19.10b0 to 20.8b1 (29) dependabot

0.3.2

What’s Changed

Some new utility features, testing and CI improvements

:rocket: Features

* scalebar properties can be set with parameters in `set_scalebar` (27) SarthakJariwala
* previously this was only possible by passing a dict to the `rc` parameter in `set_scalebar`
* add `gray` parameter to imgplot() (25) SarthakJariwala
* control colorbar orientation using `orientation` paramter (24) SarthakJariwala
* despine image and colorbar by default (24) SarthakJariwala
* available as a `despine` parameter in `imgplot` and `imghist`
* `isns.despine()` also available independently
* make colorbar ticks scientific using `isns.scientific_ticks()` (24) SarthakJariwala

:rotating_light: Testing

* Remove unnecessary parametrization to speed up the test suite (24) SarthakJariwala

:construction_worker: Continuous Integration

* Fix nox test session on windows, add it to github actions (21) SarthakJariwala

0.3.1

What’s Changed

:books: Documentation

* Revamp docs - new quickstart, how-to, gallery (5) SarthakJariwala

:rocket: Features

* Print image stats using `describe` parameter (20) SarthakJariwala
* Change `bins` parameter in `imghist` to `auto` (16) SarthakJariwala
* seaborn-image cmaps can now be set globally using `set_image` (15) SarthakJariwala
* Add `dimension` parameter for scale bar to all plot functions (11) SarthakJariwala

Dependencies

* Bump pytest from 5.4.3 to 6.0.1 (14) dependabot
* Create Dependabot config file (10) dependabot-preview
* Bump flake8-black from 0.2.0 to 0.2.1 (9) dependabot-preview
* Bump coverage from 5.2 to 5.2.1 (7) dependabot-preview
* Bump scipy from 1.5.1 to 1.5.2 (6) dependabot-preview

0.3.0

What’s Changed

:books: Documentation

* Improve function docs for all public functions (3) SarthakJariwala

:rocket: Features

* Add `imghist` function to view distribution along side the image (4) SarthakJariwala
* Visualize log of ffts post-filters using `fft` in `filterplot` (1) SarthakJariwala
* New filter method `difference_of_gaussians` available in `filterplot` (1) SarthakJariwala

:rotating_light: Testing

* Improve test coverage for `imgplot` and `filterplot`(1) SarthakJariwala
* Add tests for `_core.py` (2) SarthakJariwala

0.2.0

What's Changed?
Features
- New options to set context (like seaborn), scalebar properties, image properties, save properties using `set_context`, `set_scalebar`, `set_image`, `set_save_context`
- Any matplotlib rc parameter can be passed through context functions
- Option to reset to matplotlib defaults using `reset_defaults`
- `imgplot` does not require scalebar and scalebar_params parameter anymore
- `imgplot` and `filterplot` returns `fig, ax, data or filtered_data`
- Pass vmin, vmax to image plots
- Set colorbar ticks using `cbar_ticks` parameter in image plots
Tests
- Improve test coverage

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