Add Evaluations, Estimators and DataSets #1
Merged
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
…ls. Add factories as well. Add post hook file persistance for factories
fridiculous
commented
Oct 26, 2016
| @@ -0,0 +1,102 @@ | |||
|
|
|||
| .. image:: https://travis-ci.org/fridiculous/django-estimators.svg?branch=master | |||
There was a problem hiding this comment.
update links to travis
| Django-Estimators | ||
| ===== | ||
|
|
||
| Django-Estimators helps persist and track machine learning models aka estimators. |
There was a problem hiding this comment.
update purpose in this doc. perhaps update RST in django estimators as well.
|
|
||
| Django-estimators is on PyPI, so just run: :: | ||
|
|
||
| pip install django-estimators |
There was a problem hiding this comment.
github estimators link
| Quick start | ||
| ----------- | ||
|
|
||
| 1. Add "estimators" to your INSTALLED_APPS django setting like this |
| Use Cases | ||
| --------- | ||
|
|
||
| If you already have the model:: |
There was a problem hiding this comment.
currently unsupported. focus on evaluation method.
| self.X_test, self.estimator) | ||
|
|
||
|
|
||
| class EvaluationResult(EvaluationMixin, PrimaryMixin, Base): | ||
|
|
||
| """docstring for EvaluationResult""" |
| estimator_id = Column(Integer, ForeignKey('estimator.id')) | ||
| X_test_id = Column(Integer, ForeignKey('dataset.id'), nullable=False) | ||
| y_test_id = Column(Integer, ForeignKey('dataset.id')) | ||
| y_predicted_id = Column(Integer, ForeignKey('dataset.id')) |
| @@ -0,0 +1,17 @@ | |||
| # no fixtures are needs at the moment | |||
| return db | ||
|
|
||
| db = create_db() | ||
| db_session = db.Session |
There was a problem hiding this comment.
try to get rid of dependancies
| obj = EstimatorFactory().estimator | ||
| X_train = DataSetFactory(shape=(100, 3)).data | ||
| y_train = DataSetFactory().data | ||
| obj.fit(X_train, y_train) |
There was a problem hiding this comment.
remove fitted. test different combos of setting vars
fridiculous
changed the title
|
👍 |
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.
No description provided.