ml_preprocessing 7.0.2 ml_preprocessing: ^7.0.2 copied to clipboard
Popular data preprocessing algorithms for machine learning
We analyzed this package 2 days ago, and awarded it 120 pub points (of a possible 140):
0/10 points: Provide a valid pubspec.yaml
The package description is too short.
Add more detail to the description
field of pubspec.yaml
. Use 60 to 180 characters to describe the package, what it does, and its target use case.
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
.
10/10 points: 20% or more of the public API has dartdoc comments
16 out of 21 API elements (76.2 %) have documentation comments.
Some symbols that are missing documentation: ml_preprocessing
, ml_preprocessing.Encoder.process
, ml_preprocessing.Normalizer.process
, ml_preprocessing.Standardizer.process
, ml_preprocessing.defaultUnknownValueHandlingType
.
10/10 points: Package has an example
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_preprocessing/ml_preprocessing.dart
that imports:package:ml_preprocessing/src/standardizer/standardizer.dart
that imports:package:ml_preprocessing/src/standardizer/standardizer_impl.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
40/50 points: code has no errors, warnings, lints, or formatting issues
INFO: 'columnsNum' is deprecated and shouldn't be used. use "columnCount" instead.
lib/src/standardizer/standardizer_impl.dart:36:23
╷
36 │ if (inputAsMatrix.columnsNum != _deviation.length) {
│ ^^^^^^^^^^
╵
To reproduce make sure you are using the lints_core and run dart analyze lib/src/standardizer/standardizer_impl.dart
INFO: 'columnsNum' is deprecated and shouldn't be used. use "columnCount" instead.
lib/src/standardizer/standardizer_impl.dart:39:58
╷
39 │ '${_deviation.length}, given - ${inputAsMatrix.columnsNum}.');
│ ^^^^^^^^^^
╵
To reproduce make sure you are using the lints_core and run dart analyze lib/src/standardizer/standardizer_impl.dart
10/10 points: All of the package dependencies are supported in the latest version
Package | Constraint | Compatible | Latest |
---|---|---|---|
ml_dataframe |
^1.0.0 |
1.6.0 | 1.6.0 |
ml_linalg |
^13.0.0 |
13.12.2 | 13.12.2 |
quiver |
^3.0.0 |
3.2.1 | 3.2.1 |
Transitive dependencies
Package | Constraint | Compatible | Latest |
---|---|---|---|
async |
- | 2.11.0 | 2.11.0 |
boolean_selector |
- | 2.1.1 | 2.1.1 |
collection |
- | 1.18.0 | 1.18.0 |
csv |
- | 5.1.1 | 6.0.0 |
json_annotation |
- | 4.9.0 | 4.9.0 |
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.