1. Update URLs according to OpenStack document migration
2. Update the dead and outdated links
3. Optimize (e.g. http -> https)
Change-Id: Ib1ff6536072715ad81cbd1f53097b53e4adad95d
DeprecationWarning: Using the 'enforce_type' argument is deprecated in
version '4.0' and will be removed in version '5.0': The argument
enforce_type has changed its default value to True and then will be
removed completely."
Change-Id: Iaf9d04f9ee3e07aaecff8bfb5621d69e35722f42
See: https://review.openstack.org/#/c/328692/
With the added get_rpc_transport() function in oslo.messaging [1]
and the recent version bump of oslo.messaging to 5.24.2, we can
safely replace get_transport() with get_rpc_transport() which is much
cleaner.
[1] https://review.openstack.org/#/c/454194/
Change-Id: I37ba0aba489d3b3b9d00000549fc67cd05f1d3a4
- change the format of output from text to dictionary
- unify parameters of binary classification and
multiclass classification
Change-Id: I384ccdb06f3cbda44defe4ab40cd66da6ab09231
Extend parameters of "model-recreate"
so that user can recreate model
with new model parameters.
implements blueprint recreate-model
Change-Id: I703b8d729cfd0d250b143e902100017596327f59
Enable NaiveBayes to support a text format using tf-idf.
This feature allows user to create following prediction models.
- model detects whether it is a spam mail or not
- model predicts whether it is a review of goodwill or not
- model detects what language a document is written in
implements blueprint : support-text-format
Change-Id: Ib016c587ab821faa7518f6face76d57883dab5ab
Set_defaults has been added into oslo_middleware. so we use it
to override the configuration defaults.
More details: https://review.openstack.org/#/c/285368
Change-Id: I087db1a00aa3b0c9f0749343435f1428664f98dd
This bug is related to below bp.
Add Overview Panel
https://blueprints.launchpad.net/meteos-ui/+spec/overview-panel
This bp aims to add a overview panel which show up
relationships among machine learning resources.
To make this bp possible, meteos-api must return
information how resources are related to each other.
For instance, model is related to experiment,
so meteos-api has to return the model information
including experiment_id.
Closes-Bug: 1668577
Change-Id: I26e49853195ac4c0a4d7bd20073cc5a111f36ad8
Some model parameters have been added by the below bp.
Add support models
https://blueprints.launchpad.net/meteos/+spec/add-support-models
It makes model_params longer than 255 characters.
As the result, DB Error occurred when creating model.
Change column type of model_params from String(255) to Text().
Change-Id: I8123408b76b90d3b390a216413b5e455b86fdec5
Closes-Bug: 1667173
Meteos only supports DecisionTreeRegression
in tree models until now.
This patch add support models as below.
- DecisionTreeClassification
- RandomForestRegression
- RandomForestClassification
implements blueprint add-support-models
Change-Id: Ia41b852c1cc6ffa10033b3a6140a969cf3c6f716
Add a common class named Regression Model and
add Ridge Regression Model.
And add some parameters which are used commonly
in Regression Model.
implements blueprint add-support-models
Change-Id: I4648bf2009ca4910014d3d0afd7496359f48131e
it's desirable for prediction models
to increase their accuracy continuously.
Add a "model-recreate" command to
recreate model with new datasets.
implements blueprint recreate-model
Change-Id: Ib69bcf9df0de38b5d31c338d09cf13b9b6a8e144
In machine learning, user splits the dataset in general.
One is for creating a prediction model,
the other is for evaluating model.
Add a split dataset command to make it possible.
implements blueprint split-dataset
Change-Id: Idb323a1240d790d5628f9eb31cba8d3a29ad64e8
- accept string format in model parameters for meteos-ui
- modify value list which are returned by meteos-api
Change-Id: I10b270d3f33aaf470466f6daa96f1756739d723e
'test_to_dict_works_w_missing_meteos_context_attributes'
fails with latest release of oslo.context lib which is 2.12.0.
Remove this test as irrelevant and unblock CI doing it.
Change-Id: Icf0d893cb03793fc8a6d1adfcc293da96280b47e