Orion

Breaking Changes
- Add git commit detection for version control 115
- Add Strategies with Trials history 152
Additional New Features
- Add `hunt --worker-trials` argument 127
- Add node property to experiment for the EVC system. 146
- Add a generic commandline parser 155
Bug Fixes
- Set verbosity >= 2 to DEBUG 123
- Fix github links 126
Deprecation
- Drop support for py34 and add py37 140
- Fix mongodb deprecation 151
Other Improvements
- Add recipe for conda packages 141
Documentation Improvements
- Updated instructions for Atlas MongoDB. Added instructions for non-root user 131
- Clarify doc section name 133
- Add RL example 136
- Fix README utf-8 encoding 117
- Changed URLs from mila-udem to epistimio 139
- Add simple tutorial 153

Initial Release :confetti_ball: :tada:

Includes

1. MongoDB backend
2. Commandline and configuration file agnostic support
3. Experiment Version Control
4. Manual insertion of new points in search space
5. Algorithms: Random Search, Wrapper of Scikit-optimize bayesian optimizer (plugin orion.algo.skopt)
6. Transformers of dimensions

Working on and soon available

1. Detection of code changes for scripts inside git repositories
2. Dynamic algorithms and schedulers
3. Visualizations
4. Parallel strategies
5. Full reproducibility with log of algorithm history and synchronized Random Number Generators