Popmon

Feature
* **report:** Summary table ([`a5b9a30`](https://github.com/ing-bank/popmon/commit/a5b9a30e1c80bca74204eecc153e27193bf4a6a9))

Feature
* Remove skip_empty_plots ([`bd3ea29`](https://github.com/ing-bank/popmon/commit/bd3ea29f142818e28107aab254949c095ee32ab0))

Fix
* **comparisons:** Unknown labels correct label axis ([`e0bbf04`](https://github.com/ing-bank/popmon/commit/e0bbf045212063dd775660f7ecda376c3da57f37))
* **report:** Show zero value in bar plots ([`6a350d4`](https://github.com/ing-bank/popmon/commit/6a350d4c49f855c4f0c62b7a1c5c15697d94c73f))

Documentation
* **readme:** Fix table formatting ([`d6958c6`](https://github.com/ing-bank/popmon/commit/d6958c6666a0eae9a1c7407712eb1db0a05793a3))
* **readme:** Include scipy presentation ([`695ee17`](https://github.com/ing-bank/popmon/commit/695ee17b09f3a82289e2a3c3845536c37d7f271c))

Feature
* **report:** Histogram inspector ([`5e78f98`](https://github.com/ing-bank/popmon/commit/5e78f98e4775e12746e62b29f18fee8d7423b8b0))
* Remove time of day from label when midnight or noon ([`1615bed`](https://github.com/ing-bank/popmon/commit/1615bed87450dd603d7ee34ba32dc4379f701e9c))
* **config:** Deprecate skip_empty_plots ([249](https://github.com/ing-bank/popmon/issues/249)) ([`372ef85`](https://github.com/ing-bank/popmon/commit/372ef85ced7810614f0d828f304284b9157cf534))

Fix
* Show heatmap descriptions ([`64a4952`](https://github.com/ing-bank/popmon/commit/64a495255b98ab933b791aa31334bf6025139b73))

Documentation
* **readme:** Include histogram inspector in readme ([`3e68508`](https://github.com/ing-bank/popmon/commit/3e685081f55f4a77413dc238ae1140235689ce49))

Feature
* Extension functionality + diptest implementation RUrlus ([`8487991`](https://github.com/ing-bank/popmon/commit/8487991380e85635d5580a68b9e09ba33ac9392f))

Documentation
* **config:** Extend settings documentation ([`fa4d2fc`](https://github.com/ing-bank/popmon/commit/fa4d2fce01018111454d780166c4ca6b042eb146))
* **api:** Restructure api documentation for clarity ([`affdd75`](https://github.com/ing-bank/popmon/commit/affdd75b918ea6201cf2f5879e01fb7b267585c7))
* **profiles:** Profile extension ([`e859530`](https://github.com/ing-bank/popmon/commit/e8595308340ab3d0edba55b7e4d9fcfa66b0beee))
* **comparisons:** Comparison extensions section ([`581e63c`](https://github.com/ing-bank/popmon/commit/581e63c8b926319c9b63bfbe30abd907bd08d3c6))
* Extensions in index ([`6c87fcb`](https://github.com/ing-bank/popmon/commit/6c87fcbd9a0ffe0b5029b5bc2e7fbd6bda3dacd9))
* **readme:** Add section about profile integrations and diptest ([`aa860a7`](https://github.com/ing-bank/popmon/commit/aa860a7193c4a44f378592fe7f8779e3a6af122b))
* **readme:** Include citation information ([241](https://github.com/ing-bank/popmon/issues/241)) ([`3a29135`](https://github.com/ing-bank/popmon/commit/3a29135fc8ccd7b0a0ba9302eb4281b598ef5608))

Feature
* **report:** Group comparisons by reference key ([237](https://github.com/ing-bank/popmon/issues/237)) ([`e813534`](https://github.com/ing-bank/popmon/commit/e813534b03ea4662e46f5b782839506fcf49b1ed))
* Entropy profile ([`96dd7d1`](https://github.com/ing-bank/popmon/commit/96dd7d16025db36f9a65149c49c37504cc8f3c7f))
* Configurable title and colors ([`37fcd0e`](https://github.com/ing-bank/popmon/commit/37fcd0e48f4201e1955cd360ce5705a505eeb074))
* Online report CDN for bootstrap, jquery ([`72df86d`](https://github.com/ing-bank/popmon/commit/72df86db4638f7e700857c5fcaf876916e1041d4))
* Plotly express ([`2c2395c`](https://github.com/ing-bank/popmon/commit/2c2395c0b46e7c692bfbb82d4832ab97fbdd0a87))
* Introduce self start reference type ([`ca22268`](https://github.com/ing-bank/popmon/commit/ca22268422100f5fdd932f0bce2fe885c48e62f9))
* String representation for base classes ([`bd480a6`](https://github.com/ing-bank/popmon/commit/bd480a6a134ebdf6c7cba8defca9d77b887b5b76))
* Keep section when changing features ([`7b12d06`](https://github.com/ing-bank/popmon/commit/7b12d061ee329f4a3e8d173a176097fba9d21744))
* **config:** Settings required parameter ([`47d6b17`](https://github.com/ing-bank/popmon/commit/47d6b178ee924d360afabc5b487da1a6ec7d9f8a))
* **registry:** Generalize registry ([`d01c68a`](https://github.com/ing-bank/popmon/commit/d01c68adc9b247ddd382a13b0c7bbd276c9d2ed4))
* **registry:** Add ks, pearson, chi2 to registry ([`4f8126d`](https://github.com/ing-bank/popmon/commit/4f8126df928f948430ef2991af691c30d7199fba))
* **config:** Structured config using pydantic ([`bc52aeb`](https://github.com/ing-bank/popmon/commit/bc52aebc72b1814af3269e99d7a552b383c860cf))

Fix
* Prevent plot name collision that stops rendering ([238](https://github.com/ing-bank/popmon/issues/238)) ([`32c7ef4`](https://github.com/ing-bank/popmon/commit/32c7ef47cac005dfbc83dcffd7b28e0df90ccfb6))
* Set time_width in synthetic data example ([`fbf7e41`](https://github.com/ing-bank/popmon/commit/fbf7e41b44d118c539862525f1bf17b57337d05e))
* Guaranteed ordering of traffic light metrics ([`88c3f4a`](https://github.com/ing-bank/popmon/commit/88c3f4a667a80b9f3042797a7996bcbf7cd98690))
* **plot:** Plot_heatmap_b64 `top` argument is now supported ([`8be8115`](https://github.com/ing-bank/popmon/commit/8be811521d23a32f0db7eace353e0ee292c597b4))

Breaking
* matplotlib-related config is removed ([`2c2395c`](https://github.com/ing-bank/popmon/commit/2c2395c0b46e7c692bfbb82d4832ab97fbdd0a87))
* Configuration of time_axis, features etc. is moved to the Settings class. ([`ca22268`](https://github.com/ing-bank/popmon/commit/ca22268422100f5fdd932f0bce2fe885c48e62f9))
* new configuration syntax ([`bc52aeb`](https://github.com/ing-bank/popmon/commit/bc52aebc72b1814af3269e99d7a552b383c860cf))
* the `plot_metrics` and `plot_overview` settings are no longer available for Tl/alerts ([`1c4f072`](https://github.com/ing-bank/popmon/commit/1c4f072b74d61f12e239aefbad17edb1787361b3))
* the `worst` entry will no long be present in the datastore ([`e2b9ef7`](https://github.com/ing-bank/popmon/commit/e2b9ef734d325c88c0aaab58eb4927b72ada9b9c))

Documentation
* **profiles:** Add entropy ([`8e8ac00`](https://github.com/ing-bank/popmon/commit/8e8ac009d28f3d05b7ca7af79b1995460441e98c))
* Registry snippet to list available profiles/comparisons ([`7760047`](https://github.com/ing-bank/popmon/commit/7760047c4f93aea35622d3b74f84bd588fedc45a))
* **comparisons:** Overview in table ([`cde48c4`](https://github.com/ing-bank/popmon/commit/cde48c446e6eb7f14dc0725b7ec9beb3a04aa29c))
* Profiles in table ([`65459af`](https://github.com/ing-bank/popmon/commit/65459af216231f920e6c09d30daa732e19ea48c3))
* Description for mean trend score ([`b5b7626`](https://github.com/ing-bank/popmon/commit/b5b76264648bb989bd5c0d1b2715ee8812ced458))
* Update api structure ([`c6c53ba`](https://github.com/ing-bank/popmon/commit/c6c53bab953894da3845b70bb5c9ea670d9401e6))
* Documentation for reference types ([`9cf8117`](https://github.com/ing-bank/popmon/commit/9cf8117e9314799af2356a955a484e762100e88e))
* Update api documentation ([`74eb223`](https://github.com/ing-bank/popmon/commit/74eb2231ed6789abe7e383d0930b2d35b6afc29a))
* **config:** Configuration parameter docstrings ([`9eec883`](https://github.com/ing-bank/popmon/commit/9eec883eb65af8b9ed176a8e183e85bca9002fdc))
* **registry:** Instructions on comparison parameter setting ([`2e3b134`](https://github.com/ing-bank/popmon/commit/2e3b1349be6f9a470a3af22ff01dede48a3904c1))
* **config:** Update configuration examples ([`daccc36`](https://github.com/ing-bank/popmon/commit/daccc36eacbb2ac051dd40d2fe252268ac86600b))

Performance
* Reduce file size of reports ([`329564f`](https://github.com/ing-bank/popmon/commit/329564f729b240bb973bae80dcdbfc7878658c04))

Fix
* Patched histogrammar bin_edges call for Bin histograms ([`590d266`](https://github.com/ing-bank/popmon/commit/590d266f1fc2a5e0d85f26661f6462e31d811103))