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Machine learning algorithms, Machine learning models performance evaluation functionality

101
likes
130/ 140
pub points
83%
popularity

We analyzed this package 22 hours ago, and awarded it 130 pub points (of a possible 140):

OK
Follow Dart file conventions
30 / 30trigger folding of the section

10/10 points: Provide a valid pubspec.yaml

5/5 points: Provide a valid README.md

5/5 points: Provide a valid CHANGELOG.md

10/10 points: Use an OSI-approved license

Detected license: BSD-2-Clause.

OK
Provide documentation
20 / 20trigger folding of the section

10/10 points: 20% or more of the public API has dartdoc comments

199 out of 208 API elements (95.7 %) have documentation comments.

Some symbols that are missing documentation: kd_tree, ml_algo, ml_algo.DataPreprocessFn, ml_algo.KDTreeSplitStrategy, ml_algo.KDTreeSplitStrategy.KDTreeSplitStrategy.

10/10 points: Package has an example

OK
Platform support
20 / 20trigger folding of the section

20/20 points: Supports 5 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

  • ✓ Android
  • ✓ iOS
  • ✓ Windows
  • ✓ Linux
  • ✓ macOS

These platforms are not supported:

Package not compatible with platform Web

Because:

  • package:ml_algo/ml_algo.dart that imports:
  • package:ml_algo/src/retrieval/random_binary_projection_searcher/random_binary_projection_searcher.dart that imports:
  • package:ml_dataframe/ml_dataframe.dart that imports:
  • package:ml_dataframe/src/data_frame/series.dart that imports:
  • package:ml_dataframe/src/data_frame/data_frame.dart that imports:
  • package:ml_dataframe/src/serializable/serializable.dart that imports:
  • dart:io
partial
Pass static analysis
40 / 50trigger folding of the section

40/50 points: code has no errors, warnings, lints, or formatting issues

Found 7 issues. Showing the first 2:

INFO: 'decreasingAdaptive' is deprecated and shouldn't be used. The type is deprecated, use [LearningRateType.timeBased] instead.

lib/src/classifier/logistic_regressor/migrations/migrate_logistic_regressor_schema_v3_to_v4.dart:25:55

   ╷
25 │       learningRateTypeToEncodedValue[LearningRateType.decreasingAdaptive]) {
   │                                                       ^^^^^^^^^^^^^^^^^^
   ╵

To reproduce make sure you are using the lints_core and run dart analyze lib/src/classifier/logistic_regressor/migrations/migrate_logistic_regressor_schema_v3_to_v4.dart

INFO: 'decreasingAdaptive' is deprecated and shouldn't be used. The type is deprecated, use [LearningRateType.timeBased] instead.

lib/src/classifier/softmax_regressor/migrations/migrate_softmax_regressor_schema_v3_to_v4.dart:25:55

   ╷
25 │       learningRateTypeToEncodedValue[LearningRateType.decreasingAdaptive]) {
   │                                                       ^^^^^^^^^^^^^^^^^^
   ╵

To reproduce make sure you are using the lints_core and run dart analyze lib/src/classifier/softmax_regressor/migrations/migrate_softmax_regressor_schema_v3_to_v4.dart

OK
Support up-to-date dependencies
20 / 20trigger folding of the section

10/10 points: All of the package dependencies are supported in the latest version

Package Constraint Compatible Latest
collection ^1.16.0 1.18.0 1.18.0
injector ^3.0.0 3.0.0 3.0.0
json_annotation ^4.0.0 4.8.1 4.8.1
ml_dataframe ^1.6.0 1.6.0 1.6.0
ml_linalg ^13.11.15 13.12.2 13.12.2
ml_preprocessing ^7.0.2 7.0.2 7.0.2
quiver ^3.0.0 3.2.1 3.2.1
xrange ^2.0.0 2.0.0 2.0.0
Transitive dependencies
Package Constraint Compatible Latest
async - 2.11.0 2.11.0
boolean_selector - 2.1.1 2.1.1
csv - 5.1.1 6.0.0
matcher - 0.12.16+1 0.12.16+1
meta - 1.14.0 1.14.0
path - 1.9.0 1.9.0
source_span - 1.10.0 1.10.0
stack_trace - 1.11.1 1.11.1
stream_channel - 2.1.2 2.1.2
string_scanner - 1.2.0 1.2.0
term_glyph - 1.2.1 1.2.1
test_api - 0.7.1 0.7.1

To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.

10/10 points: Package supports latest stable Dart and Flutter SDKs

Analyzed with Pana 0.22.3, Dart 3.3.3.

Check the analysis log for details.

101
likes
130
pub points
83%
popularity

Publisher

verified publisherml-algo.com

Machine learning algorithms, Machine learning models performance evaluation functionality

Repository (GitHub)
View/report issues

Documentation

API reference

License

BSD-2-Clause (LICENSE)

Dependencies

collection, injector, json_annotation, ml_dataframe, ml_linalg, ml_preprocessing, quiver, xrange

More

Packages that depend on ml_algo