* Fixed error in visualizing random images from huggingface dataset

* Update dataset for huggingface tutorial

* Fixed type error caused by np.random.choice

…ge. (#175)

* add issue type for bigger images

* add two images in description

* commit additional changes

* remove smaller tests for now.

* blak format new files

* black formated changes

* removed unused imports

* fixed typing problems and flake8.

* Increased expected column count by 8, those are ['width','height', 'width_score_raw', 'is_width_issue', 'width_score','height_score_raw', 'is_height_issue','height_score']

* add size to issue properties

* removed unused field

* update readme. Added a test with custom threshold.

* cleanup

* removed unnecessary report calls

* use float type as return for image area to be compatible with types.

* get rid of flake8 errors

* added changes requested. Use sqrt of area as score now. Rename to odd_size

* change naming of issue

* only show small image

* add new image

* Added link checker workflow

* Testing link checker

* Using proof-html v1

* Handled log statements for datalab integration

* Added datalab integration code

* Updated gitignore

* Bug fixes

* Updated tests

* Added test for list possible issue types

* Added psutil dependency

* Separated test for custom issue

* Remove custom issue before testing

* Fixed tests broken by custom issue import

* Changed ordering

* Added tests for visualizing sample images

* Fixed black formatting

* Added tests for visualize specific indices

* Added tests for imagelab.visualize(image_files)

* black formatting'

* Formatted tests

* Added verbose arg in imagelab.find_issues()

* Refactored report method

* Updated tutorial

* Removed redundant tests

* Renamed test links job

* Skip showing images for issues with 0 examples

* Added docstrings for new args

* Pin python version to 3.7.16 for CI

* Testing for windows

* Changed python version

* Updating from 3.7.9 to 3.7

Add more hash types supported by imagehash for user to evaluate across multiple image comparing methods

* Added size information for odd sized images

* Added size information as additional info