[0.13.0](https://github.com/recognai/rubrix/compare/v0.12.1...v0.13.0) (2022-03-30)
🗂 Multilabel weak supervision
You can now build multilabel text classification datasets using query-based rules
If you want to get started, check out [this tutorial](https://rubrix.readthedocs.io/en/stable/tutorials/weak-supervision-multi-label.html).
https://user-images.githubusercontent.com/1107111/160930404-7b909f1e-b871-4e4c-b1c8-ea9eabfcad21.mp4
🤗 Reading Hugging Face datasets from the Hub
You can now read ANY text classification, NER, or text2text dataset directly from the Hub and load it into Rubrix.
To understand how Rubrix datasets work check out [this guide](https://rubrix.readthedocs.io/en/stable/guides/datasets.html).
👥 Redesigned team workspaces
Organizing teams and datasets is a key Rubrix feature. After several rounds of feedback with early users, we've completely redesigned the user experience. Let us know what you think.
You can get started and configure users and workspaces following [this guide](https://rubrix.readthedocs.io/en/stable/getting_started/user-management.html)
🔎 Guide for the query language and model
We have included a new [in-depth guide](https://rubrix.readthedocs.io/en/stable/guides/queries.html) about the Lucene-based query language and data model used for search, weak labeling, loading subsets of data, and metrics.
Features
* **1119:** users without personal datasets ([1282](https://github.com/recognai/rubrix/issues/1282)) ([555d41d](https://github.com/recognai/rubrix/commit/555d41d8919720398fac6a25f0a37d38a1741c34)), closes [#1119](https://github.com/recognai/rubrix/issues/1119) [#1318](https://github.com/recognai/rubrix/issues/1318) [#1317](https://github.com/recognai/rubrix/issues/1317) [#1323](https://github.com/recognai/rubrix/issues/1323) [#1324](https://github.com/recognai/rubrix/issues/1324)
* **1130:** cleanup rb namespace by refactoring client API ([1160](https://github.com/recognai/rubrix/issues/1160)) ([a0fdd8e](https://github.com/recognai/rubrix/commit/a0fdd8e4eb835d6c6b52f9c3a29d070f4ee77342)), closes [#1130](https://github.com/recognai/rubrix/issues/1130)
* **1144:** weak supervision for multilabel datasets ([1166](https://github.com/recognai/rubrix/issues/1166)) ([fd95bae](https://github.com/recognai/rubrix/commit/fd95baea6efe9fbd00d0b6cae415cd4b0002226f)), closes [#1144](https://github.com/recognai/rubrix/issues/1144) [#1190](https://github.com/recognai/rubrix/issues/1190) [#1237](https://github.com/recognai/rubrix/issues/1237) [#1233](https://github.com/recognai/rubrix/issues/1233) [#1326](https://github.com/recognai/rubrix/issues/1326)
* **datasets:** simplify load flow from hf datasets with no rb format ([1234](https://github.com/recognai/rubrix/issues/1234)) ([a6da1cd](https://github.com/recognai/rubrix/commit/a6da1cd430f4f648decedc5cad17a8fa618bcf3f)), closes [#1327](https://github.com/recognai/rubrix/issues/1327)
* **1180:** show Rubrix version in the webapp ([1243](https://github.com/recognai/rubrix/issues/1243)) ([8c71ad9](https://github.com/recognai/rubrix/commit/8c71ad91f76ccac4bde8e702ccbf2b2e475006bf)), closes [#1180](https://github.com/recognai/rubrix/issues/1180) [#1350](https://github.com/recognai/rubrix/issues/1350) [#1349](https://github.com/recognai/rubrix/issues/1349)
* **1225:** prepare tokenclass dataset for hf training ([1231](https://github.com/recognai/rubrix/issues/1231)) ([ae5e7cd](https://github.com/recognai/rubrix/commit/ae5e7cdd5e0c2eb22d568881b3df6424e3e71e48)), closes [#1225](https://github.com/recognai/rubrix/issues/1225)
* **950:** using record search_keywords for highlighting ([1235](https://github.com/recognai/rubrix/issues/1235)) ([47616bf](https://github.com/recognai/rubrix/commit/47616bfa4d2eec8b90cfb1b798270f458a5c3c0e)), closes [#950](https://github.com/recognai/rubrix/issues/950) [#1278](https://github.com/recognai/rubrix/issues/1278) [#1316](https://github.com/recognai/rubrix/issues/1316) [#1315](https://github.com/recognai/rubrix/issues/1315)
* **981:** add majority voter with multi label support ([1228](https://github.com/recognai/rubrix/issues/1228)) ([8052aa8](https://github.com/recognai/rubrix/commit/8052aa8567d2bdb6f8e52381ca4614a7e1328f1a)), closes [#981](https://github.com/recognai/rubrix/issues/981)
* Introduce a 'text' argument for the TextClassificationRecord ([1246](https://github.com/recognai/rubrix/issues/1246)) ([bb7d93e](https://github.com/recognai/rubrix/commit/bb7d93eadfa04de5e85889beacac4bca7eb77b75))
Bug Fixes
* **1347:** allow tooltip record overlapping in Token Classifier ([1352](https://github.com/recognai/rubrix/issues/1352)) ([87174d3](https://github.com/recognai/rubrix/commit/87174d34b36b48ff9cac275607430a72252fd43c)), closes [#1347](https://github.com/recognai/rubrix/issues/1347)
* **1103:** remove "Error Distribution" from metrics ([1255](https://github.com/recognai/rubrix/issues/1255)) ([b9bb5b4](https://github.com/recognai/rubrix/commit/b9bb5b4309f81dedad57e88a594c46fff2115d9b)), closes [#1103](https://github.com/recognai/rubrix/issues/1103)
* **1149:** fix vulnerable dependencies (node-sass) ([1263](https://github.com/recognai/rubrix/issues/1263)) ([7f8c1d1](https://github.com/recognai/rubrix/commit/7f8c1d18854cc19d9c1924deab22751d004cc20d)), closes [#1149](https://github.com/recognai/rubrix/issues/1149)
* **1211:** fix score scale ([1261](https://github.com/recognai/rubrix/issues/1261)) ([8a72281](https://github.com/recognai/rubrix/commit/8a722815195dd056aabf7053512042ff78a37805)), closes [#1211](https://github.com/recognai/rubrix/issues/1211)
* **1238:** show prediction labels when annotating rule ([1239](https://github.com/recognai/rubrix/issues/1239)) ([0321b88](https://github.com/recognai/rubrix/commit/0321b88b6724436a65e9c4c27871651ad1b804d0)), closes [#1238](https://github.com/recognai/rubrix/issues/1238)
* **1241, 1245:** show new line char in metrics plot & increase mentions in entity consistency ([1257](https://github.com/recognai/rubrix/issues/1257)) ([38930cb](https://github.com/recognai/rubrix/commit/38930cb99eeef0542c6b166034fd83869243e3a0)), closes [#1241](https://github.com/recognai/rubrix/issues/1241) [#1245](https://github.com/recognai/rubrix/issues/1245)
* **1311:** small defects about hover style ([1313](https://github.com/recognai/rubrix/issues/1313)) ([442703c](https://github.com/recognai/rubrix/commit/442703cbf3d708be85dffd2f0fe192d5836b8611)), closes [#1311](https://github.com/recognai/rubrix/issues/1311)
* **1320:** render car return in Token Classifier ([1328](https://github.com/recognai/rubrix/issues/1328)) ([b7f1b7b](https://github.com/recognai/rubrix/commit/b7f1b7bf1a5be2aafc6eb3f8a14e386e374a25d5)), closes [#1320](https://github.com/recognai/rubrix/issues/1320)
* **1335:** force line break in rules summary ([1336](https://github.com/recognai/rubrix/issues/1336)) ([2d77a76](https://github.com/recognai/rubrix/commit/2d77a76c9e33729eafd927dc9633c80751a1c4bc)), closes [#1335](https://github.com/recognai/rubrix/issues/1335)
* **1337:** number of records in the overall annotated coverage ([1338](https://github.com/recognai/rubrix/issues/1338)) ([d384713](https://github.com/recognai/rubrix/commit/d384713fb3f2bd0f525b079ce591f614b9e24790)), closes [#1337](https://github.com/recognai/rubrix/issues/1337)
* **1339:** metrics and status not updated when the query is refreshed ([1340](https://github.com/recognai/rubrix/issues/1340)) ([6fc0a58](https://github.com/recognai/rubrix/commit/6fc0a586497a1a8e8f167486d21b735b72b94943)), closes [#1339](https://github.com/recognai/rubrix/issues/1339)
* **984:** manage super user workspaces ([1268](https://github.com/recognai/rubrix/issues/1268)) ([9b24921](https://github.com/recognai/rubrix/commit/9b24921e094f138e488df1c07d1e6dcc06d4744a)), closes [#984](https://github.com/recognai/rubrix/issues/984) [#1288](https://github.com/recognai/rubrix/issues/1288) [#1290](https://github.com/recognai/rubrix/issues/1290)
* **datasets:** prevent error when no annotated records found in dataset ([1284](https://github.com/recognai/rubrix/issues/1284)) ([c20028f](https://github.com/recognai/rubrix/commit/c20028f746fa1f679a135744f5d5c81e60332869))
* **install:** make starlette an optional dependency ([1295](https://github.com/recognai/rubrix/issues/1295)) ([32afb3d](https://github.com/recognai/rubrix/commit/32afb3db3d5ef639d0457ea41185c7b9d432a071))
* **NER:** create record annotation from tags (also in from_datasets) ([1283](https://github.com/recognai/rubrix/issues/1283)) ([adcf1b1](https://github.com/recognai/rubrix/commit/adcf1b14306c226806187de9506a5d7cc276b072))
* **rules:** store single-label rules with a comp. format for old versions ([1334](https://github.com/recognai/rubrix/issues/1334)) ([eb310d3](https://github.com/recognai/rubrix/commit/eb310d3495a8264974d00e1ca97820cdf06ed701))