ml_preprocessing 5.2.0

Dart native
Flutter Android iOS

Popular algorithms of data preprocessing for machine learning

5
likes
90 / 110
pub points
61 %
popularity

We analyzed this package on Sep 25, 2020, and awarded it 90 pub points (of a possible 110):

Follow Dart file conventions
20 / 20

10/10 points: Provide a valid pubspec.yaml

5/5 points: Provide a valid README.md

5/5 points: Provide a valid CHANGELOG.md

Provide documentation
20 / 20

10/10 points: Package has an example

  • Found example at: example/main.dart

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

  • 9 out of 23 API elements (39.1 %) have documentation comments.
Support multiple platforms
10 / 20

10/20 points: Supports 1 of 2 possible platforms (native, js)

Consider supporting multiple platforms:

Package not compatible with runtime js

Because:

  • package:ml_preprocessing/ml_preprocessing.dart that imports:
  • package:ml_preprocessing/src/standardizer/standardizer.dart that imports:
  • package:ml_preprocessing/src/pipeline/pipeable.dart that imports:
  • package:ml_dataframe/ml_dataframe.dart that imports:
  • package:ml_dataframe/src/data_frame/factories/from_csv.dart that imports:
  • package:ml_dataframe/src/data_reader/data_reader.dart that imports:
  • package:ml_dataframe/src/data_reader/csv_data_reader.dart that imports:
  • package:ml_dataframe/src/data_reader/file_factory/file_factory.dart that imports:
  • dart:io
Pass static analysis
20 / 30

20/30 points: code has no errors, warnings, lints, or formatting issues

Found 18 issues. Showing the first 2:

lib/src/encoder/encode_as_integer_labels.dart is not formatted according to dartfmt

To format your files run: dartfmt -w .

lib/src/encoder/encode_as_one_hot_labels.dart is not formatted according to dartfmt

To format your files run: dartfmt -w .

Support up-to-date dependencies
20 / 20

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

PackageConstraintCompatibleLatest
ml_dataframe^0.2.00.2.00.2.0
ml_linalg^12.17.012.17.312.17.3
quiver^2.0.22.1.32.1.3
Transitive dependencies
PackageConstraintCompatibleLatest
_fe_analyzer_shared-10.0.010.0.0
analyzer-0.40.30.40.3
args-1.6.01.6.0
async-2.4.22.4.2
build-1.5.01.5.0
build_config-0.4.20.4.2
charcode-1.1.31.1.3
checked_yaml-1.0.21.0.2
cli_util-0.2.00.2.0
collection-1.14.131.14.13
convert-2.1.12.1.1
crypto-2.1.52.1.5
csv-4.0.34.0.3
dart_style-1.3.71.3.7
glob-1.2.01.2.0
injector-1.0.91.0.9
js-0.6.20.6.2
json_annotation-3.1.03.1.0
json_serializable-3.5.03.5.0
logging-0.11.40.11.4
matcher-0.12.90.12.9
meta-1.2.31.2.3
node_interop-1.1.11.1.1
node_io-1.1.11.1.1
package_config-1.9.31.9.3
path-1.7.01.7.0
pedantic-1.9.21.9.2
pub_semver-1.4.41.4.4
pubspec_parse-0.1.50.1.5
source_gen-0.9.7+10.9.7+1
source_span-1.7.01.7.0
stack_trace-1.9.51.9.5
string_scanner-1.0.51.0.5
term_glyph-1.1.01.1.0
typed_data-1.2.01.2.0
watcher-0.9.7+150.9.7+15
xrange-0.0.90.0.9
yaml-2.2.12.2.1

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

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

5
likes
90
pub points
61%
popularity

Popular algorithms of data preprocessing for machine learning

Repository (GitHub)
View/report issues

Documentation

API reference

Uploader

ilgyrd@gmail.com

License

BSD (LICENSE)

Dependencies

ml_dataframe, ml_linalg, quiver

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Packages that depend on ml_preprocessing