---
title: Version 0.12
---
:::important
**Trains** is now **ClearML**.
:::


### Trains 0.12.2

**Features and Bug Fixes**

* Add `default_output_uri` feature ([GitHub Issue #57](https://github.com/allegroai/trains/issues/57)).
* Improve `trains-init` configuration wizard.
* Improve argparser binding.
* Fix artifact support in data pipeline ([GitHub Issue #63](https://github.com/allegroai/trains/issues/63)).
* Fix threading issue while querying multiple experiments ([GitHub Issue #64](https://github.com/allegroai/trains/issues/64)).
* Fix uploading large files over slow HTTP connections.
* Fix support for Git versions < 2.

:::info Breaking Changes
Do not reuse an experiment with artifacts.
:::
  

### Trains 0.12.1

**Features and Bug Fixes**

* Add `Task.connect_configuration`, connect configuration file (or configuration dictionary including nesting support).
* Add `Task.connect_label_enumeration`, store model detection classes together with the model and experiment.
* Edit and override configuration file (or dictionary) content when executing with [trains-agent](https://github.com/allegroai/trains-agent).
* `Task.connect` automatically supports nested dictionaries (e.g. param / nested / key), including overriding values when 
  running with [trains-agent](https://github.com/allegroai/trains-agent).
* Add `Artifact.get`, download and load an artifact.
* Add `Task.get_tasks`, retrieve previous experiments, get metrics, rename, and other uses.
* Improve Windows support.
* Improve Minio support.
* Fix Python2 support.
* Fix Issue ([GitHub Issue #56](https://github.com/allegroai/trains/issues/56)).


### Trains 0.12.0

**Features and Bug Fixes**

* TRAINS Agent support (Full DevOps support).
* Add automation and orchestration ([examples/automation](https://github.com/allegroai/trains/tree/master/examples/automation)). 
  Supports TRAINS-server v0.12 or above.
* Add Logger x/y/z axis title for: report_surface / report_confusion_matrix / report_scatter3d / report_scatter2d / report_histogram.
* Add support for TensorFlow 2.0.
* Embed pyhocon into package.
* Fix artifacts support on Windows.
* Fix example code Windows support.