Ablator

The first stable BETA release of ABLATOR.

Highlights:

1. Support for experiment to be more robustly stored in a remote cloud service. (Still additional improvements are required for edge-cases such as lost connectivity, or unresponsive provider) with the use of [RMount](https://github.com/fostiropoulos/rmount/)
2. GPU allocation is automatic. ABLATOR identifies the least used GPU and Node and allocates an experiment to that node.
3. Support for Google Colab and Notebook use.
4. Misc. Fixes for bugs and performance improvements.
5. Improved documentation

Patch
* Fix the problem that version 2.1.0 ray package cannot be found by windows OS in pip installation.
Note
* As this is a beta release of first version, there might still be some issues. We appreciate your feedback to help us improve.


**Full Changelog**: https://github.com/fostiropoulos/ablator/compare/0.0.1b1...0.0.1b2

Note
As this is a beta release of first version, there might still be some issues. We appreciate your feedback to help us improve.

What's Changed
* Junzhou config module docs by h21565897 in https://github.com/fostiropoulos/ablator/pull/1
* Document for model main by MrLYG in https://github.com/fostiropoulos/ablator/pull/9
* Documentation for ablator/modules/metrics by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/7
* Documentation for ablator/main/proto.py by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/25
* Documentation for ablator/main/mp.py by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/24
* document for storage folder by MrLYG in https://github.com/fostiropoulos/ablator/pull/18
* docs for main/state, main/configs, analyze folder, fix import error by h21565897 in https://github.com/fostiropoulos/ablator/pull/17
* document for utils by MrLYG in https://github.com/fostiropoulos/ablator/pull/14
* document for logger folder by MrLYG in https://github.com/fostiropoulos/ablator/pull/12
* model/wrapper documentation by h21565897 in https://github.com/fostiropoulos/ablator/pull/10
* Add doc for modules/scheduler.py by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/13
* Doc for modules/optimizer.py by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/11
* Fix several documentation bugs, add sphinx doc and host on readthedocs by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/29
* Add unit tests to store.py and mp by MrLYG in https://github.com/fostiropoulos/ablator/pull/33
* Unit tests for model wrapper by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/32
* Clean TODO test-case comments by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/38
* Add Github Actions by MrLYG in https://github.com/fostiropoulos/ablator/pull/39
* Clean doc by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/40
* Change all model training to use cpu by MrLYG in https://github.com/fostiropoulos/ablator/pull/42
* fix mypy errors by MrLYG in https://github.com/fostiropoulos/ablator/pull/41
* Make example more clear. by MrLYG in https://github.com/fostiropoulos/ablator/pull/52
* Fix all flake8 errors by MrLYG in https://github.com/fostiropoulos/ablator/pull/55
* Fix test_metrics and test_remote by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/56
* update action by MrLYG in https://github.com/fostiropoulos/ablator/pull/57
* fix tests for test_state,test_cloud, fix gpu init bug in __init__ function at mp.py, add gitattributes for line break issue by h21565897 in https://github.com/fostiropoulos/ablator/pull/50
* Add missing doc for ExperimentState by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/58
* fix conflicts between examples and trainers branch by MrLYG in https://github.com/fostiropoulos/ablator/pull/59
* Merge trainers branch to examples by MrLYG in https://github.com/fostiropoulos/ablator/pull/60
* Add test for test resume in test_mp.py by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/62
* Clean doc by hieuchi911 in https://github.com/fostiropoulos/ablator/pull/66
* update : add test for stores.py (no predictions should return {}) by MrLYG in https://github.com/fostiropoulos/ablator/pull/67
* make test_summary_logger more stable by MrLYG in https://github.com/fostiropoulos/ablator/pull/68
* Examples -> Trainers by fostiropoulos in https://github.com/fostiropoulos/ablator/pull/61
* Iordanis fixes v2 by fostiropoulos in https://github.com/fostiropoulos/ablator/pull/47
* add check for list parsing,add test for iterable types, add test for relative config path by h21565897 in https://github.com/fostiropoulos/ablator/pull/70
* run testcases in local macthine using docker. by MrLYG in https://github.com/fostiropoulos/ablator/pull/73
* update name of tag that will show on pypi by MrLYG in https://github.com/fostiropoulos/ablator/pull/75

New Contributors
* h21565897 made their first contribution in https://github.com/fostiropoulos/ablator/pull/1
* hieuchi911 made their first contribution in https://github.com/fostiropoulos/ablator/pull/7
* fostiropoulos made their first contribution in https://github.com/fostiropoulos/ablator/pull/61

**Full Changelog**: https://github.com/fostiropoulos/ablator/commits/0.0.1b1