v.0.6.2 to Dev #362
Merged
v.0.6.2 to Dev #362
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This commit initiates v0.6.1 - Removed the default 'val_acc' so instead have to explicitly state metric when deploying (fixes #283) - Fixed a bug related with the case where x is not 2d - Fixed test_script.py to correspond with the changes
Fixes #348
Should fix #351.
The most import aspect of this version update is the new docs. The docs are comprehensive, and consistent with the >0.6 Talos API. Some small updates and fixes outside of the docs are included in this update. - Reporting() now also accepts Analyze() as its command - Reporting() no longer has 'val_acc' as default value in any of the properties - early_stopper() now has 'lazy' mode with slight tweaks to other modes - early_stopper() no longer expects epochs value for custom settings - Scan() docstrings are up-to-date and cleaned up - some other docstring cleanups are present - Docstrings will take the same format in the future as markup table to give consistency with documentations NOTE: the docs are a work in progress and will be completed throughout this week. Pushing now to avoid the case where for some reason several days of work will be lost.
- there is now a new sub-module `autom8` inside which several AutoML features live - `AutoParams` automatically generates a parameter dictionary and streamlines its manipulation before experiment - `AutoModel` automatically creates a input model for `Scan()` which is fully wired for use with `AutoParams` or other experiment with comprehensive search - `AutoScan` leverage `AutoParams` and `AutoModel` to reduce the whole experiment into a single line of code - `AutoPredict` takes the results of `Scan` (or `AutoScan`), picks best model candidates, evaluates the candidates, picks the winner, and makes predictions with it on input data - the new docs are now completed - added `local_strategy` to reduction strategies, which allows making changes to the parameter space from local system while the experiment is running - added `pearson` and `kendall` reduction strategies - streamlined the way custom strategies can be added - completely rebuilt `correlation` strategy, including the underlying statistical approach - added a helper function `cols_to_multilabel` for custom reducers - added a new generator `SequenceGenerator` - removed redundant files from the repo - tests are updated in regards to the changes but not yet new features
|
Hello @mikkokotila! Thanks for updating this PR. We checked the lines you've touched for PEP 8 issues, and found:
Comment last updated at 2019-08-03 13:07:05 UTC |
- added `talos.utils.ExperimentLogCallback` which allows storing epoch-by-epoch training data on the local machine during the experiment (implements the request in #153) - added "edit on github" link to docs - added free text search to docs - added some styling to docs - added analytics to docs - added "copy to clipboard" to code snippets in docs - added some tests
...is more than just a catchy phrase. In any case, the test suite is now clean and extensible as opposed to the coverage obsessed mess that it was before. Quite a few bugs were squashed betwee now and Friday 4pm. Most importantly, there were quite a few sloppiness in the reducer process, that would have effected the occassional case.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
See individual commits for more details.