Clearml

Features and Bug Fixes

* Replace opencv-python with the more standard Pillow package
* Improve matplotlib support (custom axis ticks)
* Improve python package detection

Full feature overview [here](https://medium.com/allegroai/trains-the-maiden-voyage-e099dd003cf)

Features and Bug Fixes

* Add **scikit-learn support** (load/store using joblib) 20
* Add **xgboost support** 10
* Add loguru support 29
* Add sub-domain support [trains.conf](https://github.com/allegroai/trains/blob/master/docs/trains.conf#L3) 27
* Fix sub-process support
* Fix multiple Tensorboard writers 26

Features and Bug Fixes

* Add Matplotlib SVG support
* Add Seaborn support
* Add TRAINS_LOG_ENVIRONMENT environment logging [feature](https://github.com/allegroai/trains/issues/17#issuecomment-507398767)
* Add Microsoft Azure notebook support
* Add Google Colab support
* Fix Tensorboard RGB channel order

Features and Bug Fixes
* Fix Jenkins CI/CD support

New Features

- Add vscode `security.workspace.trust.untrustedFiles` and `security.workspace.trust.startupPrompt` default configuration
- Add default jupyter lab settings
- Add `--upload-files` allowing to easily pass local files/folder into a remote session
- Add `Pillow` constraint to requirements in order to reduce vulnerabilities

Bug Fixes

- Fix `defaultInterpreterPath` in vscode
- Delete old tasks artifcats as well when deleting old session tasks
- Fix always trust your vscode

Features and Bug Fixes
* Improved Jupyter and inline Matplotlib support
* Allow for insecure SSL connection to trains-server (use with care!)
* Automatically announce new *trains* version available (at least until we hit version 1.0)
* Fix support for local git branches (i.e. no matching remote branch)
* Verified support for Official TensorFlow 1.14 release and PyTorch with TensorBoard