ml_algo 16.17.13
ml_algo: ^16.17.13 copied to clipboard

Published 2 months ago •

ml-algo.comDart 3 compatible

SDKDart Flutter

PlatformAndroid iOS Linux macOS Windows

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Metadata

Machine learning algorithms, Machine learning models performance evaluation functionality

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111

likes

140/ 160

pub points

83%

popularity

We analyzed this package 7 days ago, and awarded it 140 pub points (of a possible 160):

Follow Dart file conventions

30 / 30

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.

Provide documentation

20 / 20

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

199 out of 206 API elements (96.6 %) have documentation comments.

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

10/10 points: Package has an example

Platform support

20 / 20

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

0/0 points: WASM compatibility

Package not compatible with runtime wasm

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

This package is not compatible with runtime wasm, and will not be rewarded full points in a future version of the scoring model.

See https://dart.dev/web/wasm for details.

Pass static analysis

40 / 50

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

Support up-to-date dependencies

30 / 40

0/10 points: All of the package dependencies are supported in the latest version

Package	Constraint	Compatible	Latest
`collection`	`^1.16.0`	1.19.1	1.19.1
`injector`	`^3.0.0`	3.0.0	4.0.0
`json_annotation`	`^4.0.0`	4.9.0	4.9.0
`ml_dataframe`	`^1.6.0`	1.6.0	1.6.0
`ml_linalg`	`^13.11.15`	13.12.6	13.12.6
`ml_preprocessing`	`^7.0.2`	7.0.2	7.0.2
`quiver`	`^3.0.0`	3.2.2	3.2.2
`xrange`	`^2.0.0`	2.0.0	2.0.0

Transitive dependencies

Package	Constraint	Compatible	Latest
`async`	-	2.12.0	2.12.0
`boolean_selector`	-	2.1.2	2.1.2
`csv`	-	5.1.1	6.0.0
`matcher`	-	0.12.17	0.12.17
`meta`	-	1.16.0	1.16.0
`path`	-	1.9.1	1.9.1
`source_span`	-	1.10.0	1.10.0
`stack_trace`	-	1.12.0	1.12.0
`stream_channel`	-	2.1.2	2.1.2
`string_scanner`	-	1.4.0	1.4.0
`term_glyph`	-	1.2.1	1.2.1
`test_api`	-	0.7.3	0.7.3