Popmon

Fix
* Patched histogrammar num_bins call for Bin histograms ([`b34fe70`](https://github.com/ing-bank/popmon/commit/b34fe70c854e8dd7a5b062137f68bd358132e86a))

Feature
* **profiles:** Custom profiles via registry pattern ([`d0eb98b`](https://github.com/ing-bank/popmon/commit/d0eb98bd715cf2c03db7f581eb44523bd75092f1))

Fix
* Protection against outliers in sparse histograms ([215](https://github.com/ing-bank/popmon/issues/215)) ([`10c3449`](https://github.com/ing-bank/popmon/commit/10c3449a3ab85d1caefc65b52511e11ea49a639e))
* **report:** Traffic light flexbox on small screens ([`2faa7da`](https://github.com/ing-bank/popmon/commit/2faa7da655bf9f446ed599aac718b18e9e2e5fba))

Documentation
* **synthetic:** Update synthetic examples ([212](https://github.com/ing-bank/popmon/issues/212)) ([`84a9331`](https://github.com/ing-bank/popmon/commit/84a93314e80e05e54f95e3c02b2ab73d233251d4))
* **readme:** Link profiles and comparisons page ([`17ac6d8`](https://github.com/ing-bank/popmon/commit/17ac6d82a60ca2483eb7e8323dd5a1cfc708833e))
* **profiles:** List the available profiles ([173](https://github.com/ing-bank/popmon/issues/173)) ([`15f78ec`](https://github.com/ing-bank/popmon/commit/15f78eceaa8f9b29956bfea49276185e21dcd9ca))

Feature
* **report:** Enable the overview section by default ([`22b9cb6`](https://github.com/ing-bank/popmon/commit/22b9cb6c5a7a58a47e1366b39ec9ad3e7722a631))
* **report:** Overview section for quickly navigating reports ([`f5736d4`](https://github.com/ing-bank/popmon/commit/f5736d47c1ce71442e403df1f2bc85d356489e03))
* **report:** Allow section without feature toggle ([`2484569`](https://github.com/ing-bank/popmon/commit/24845693f8ac317bd1b7f3d6f8d9d654f472a066))

Fix
* **report:** Consistent use of color red ([`453f3fe`](https://github.com/ing-bank/popmon/commit/453f3fe7aed8b96a24f03f2e957b95e5fba51e04))
* **report:** Text contrast and consistent yellow traffic light ([`5d5c43c`](https://github.com/ing-bank/popmon/commit/5d5c43ccf5931d495100f96d3d97a750529e076b))

Documentation
* **readme:** Replace report image ([`8d363d5`](https://github.com/ing-bank/popmon/commit/8d363d5b975c4143b04ac4074bf8a550ff7857b1))
* **synthetic:** Add dataset overview table ([`8654347`](https://github.com/ing-bank/popmon/commit/86543470396fe55a904d5ce98cede9961b8fc8ea))
* **datasets:** Reference implementations for widely-used publicly available synthetic data streams ([`9988a13`](https://github.com/ing-bank/popmon/commit/9988a13773b1092b76dc317027b4666e35f175f8))

Feature
* **report:** Heatmap time-series for categoricals ([194](https://github.com/ing-bank/popmon/issues/194)) ([`21c4ad1`](https://github.com/ing-bank/popmon/commit/21c4ad1671b9a4b09d6982a3c496a0aeba459120))
* Nd histogram comparisons and profiles ([`d572f7f`](https://github.com/ing-bank/popmon/commit/d572f7ffa13dd4c22912d908520afb61c5f1db97))
* Dashboarding integration for Kibana ([`83b8869`](https://github.com/ing-bank/popmon/commit/83b88694daee51ff87fc3b6964e1690d1c0c7327))
* Dashboarding integration for Kibana ([`4a9284f`](https://github.com/ing-bank/popmon/commit/4a9284fc25f1c9083020d5cd82ea3b805ec4608d))
* **config:** Global configuration for ing_matplotlib_theme ([`c81e28f`](https://github.com/ing-bank/popmon/commit/c81e28fbd74d3b2497e0a94e4651be3372da58dc))

Fix
* Import histogrammar specialized ([`d70ab80`](https://github.com/ing-bank/popmon/commit/d70ab80bfc3ee51ecd121dcc054f76941c888796))

Documentation
* **config:** Global configuration for ing_matplotlib_theme ([`6f4f20d`](https://github.com/ing-bank/popmon/commit/6f4f20d8dc2227958500575bdb1febfd15ae3318))

Performance
* Directly use bin keys ([`9440897`](https://github.com/ing-bank/popmon/commit/94408977eb414ab3f97b1a9ee17a807ba783b298))
* Disable parallel processing by default ([`85d4407`](https://github.com/ing-bank/popmon/commit/85d4407513d1cb8356835b638241e67bbe68da37))
* Chi2 max residual using numpy ([`8596387`](https://github.com/ing-bank/popmon/commit/85963876394561b7a4c5f03db04f5c59731f4b5d))
* Performant data structure ([`ff72d6e`](https://github.com/ing-bank/popmon/commit/ff72d6e8e8e90d0e90333399dcb2443431f89099))
* Short circuit any/all ([`63c2704`](https://github.com/ing-bank/popmon/commit/63c2704417089dec543ef585ec0e472b31f86c65))
* Optimize pull computation ([`ddf2e35`](https://github.com/ing-bank/popmon/commit/ddf2e359f5d9c417e7cd3cfcbc9c6b24cf0a4282))
* Postpone formatting (expensive for DataFrames) ([`7feaaae`](https://github.com/ing-bank/popmon/commit/7feaaae624f4f0d1f9865009af383085a902d552))
* Compute metrics without report ([`254564c`](https://github.com/ing-bank/popmon/commit/254564c918f09abd1750e8a357c615aa3c5909ac))

Feature
* Global configuration of joblib Parallel backend ([`3431cad`](https://github.com/ing-bank/popmon/commit/3431cad4dc2ec3e00755d08c7870f6464a65393e))

Fix
* Prevent numpy warnings ([`9ec3b66`](https://github.com/ing-bank/popmon/commit/9ec3b66b3679435cc4a55ac8a7afb6b45e295964))

Documentation
* **config:** Document global configuration ([`e546994`](https://github.com/ing-bank/popmon/commit/e546994eb11d020adbb4a056b7d01978926b2f4f))
* **readme:** Extend articles section ([`0ec0273`](https://github.com/ing-bank/popmon/commit/0ec0273cb920a3585b25acfc98c3d6cbcfbf7456))

Fix
* **plot:** Fixing memory leak in matplotlib multithreading ([`cc6c4e1`](https://github.com/ing-bank/popmon/commit/cc6c4e16a38267c3d5e80d12b986c458854ba781))

Documentation
* Include link to kedro-popmon ([`aff68b7`](https://github.com/ing-bank/popmon/commit/aff68b72fb7cdf2872ac84d020044086263b0f76))