What’s new¶
v0.5.0¶
Enhancement¶
- MongoDB backend support
- Redesign web dashboard
Bug fix¶
- Trial result may be incorrect if it is ran from multiple threads
v0.4.0¶
Enhancement¶
- Added verbose option to Experiment.get_history (default False)
- Environment now collects following info:
- Detailed CPU info with py-cpuinfo
- conda info
- numpy.show_config()
- scipy.show_config()
- pandas.show_versions()
- Dashboard now supports to show summary, code and environment info.
Bug fix¶
- Log output of “number of installed python packages” is incorrect
- Dashboard can’t switch display metric name
v0.3.0¶
Enhancement¶
- Function purity check
- Random seed handling
- Parameter now supports default value
- Capture Git info
- (Experimental) Minimal dashboard
Bug fix¶
- Experiment.get_history with no parameters results in empty DataFrame.
- Unable to change log level and its handler one time.
v0.2.0¶
Enhancement¶
- Redis backend support
- “Result Type” column is added to a DataFrame which Experiment.get_history returns (as pandas may change column dtype)
v0.1.1¶
Bug fix¶
- str input for experiment function may be incorrectly regarded as a parameter if the same parameter exists.
- Experiment.get_histoy raises TypeError in pandas 0.22 or earlier
- Experiment may raise AttributeError depending on pip version
v0.1.0¶
- Initial release