offline_ml_pipeline 0.1.0 
offline_ml_pipeline: ^0.1.0 copied to clipboard
Train, validate, and export ML models on-device from CSV to .tflite with full privacy—no server or internet, powered by ONNX Runtime and Dart FFI.
We analyzed this package 14 hours ago, and awarded it 120 pub points (of a possible 160):
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: MIT.
10/10 points: 20% or more of the public API has dartdoc comments
163 out of 307 API elements (53.1 %) have documentation comments.
Some symbols that are missing documentation: offline_ml_pipeline.ArtifactLoadException.ArtifactLoadException.new, offline_ml_pipeline.ArtifactLoadException.artifactPath, offline_ml_pipeline.ClassificationMetrics.ClassificationMetrics.new, offline_ml_pipeline.ClassificationMetrics.accuracy, offline_ml_pipeline.ClassificationMetrics.confusionMatrix.
10/10 points: Package has an example
10/20 points: Supports 2 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)
-
✓ Android
-
✓ iOS
These platforms are not supported:
Package does not support platform `Windows`.
Because:
package:offline_ml_pipeline/offline_ml_pipeline.dartthat declares support for platforms:Android,iOS.
Package does not support platform `Linux`.
Because:
package:offline_ml_pipeline/offline_ml_pipeline.dartthat declares support for platforms:Android,iOS.
Package does not support platform `macOS`.
Because:
package:offline_ml_pipeline/offline_ml_pipeline.dartthat declares support for platforms:Android,iOS.
Package does not support platform `Web`.
Because:
package:offline_ml_pipeline/offline_ml_pipeline.dartthat declares support for platforms:Android,iOS.
Swift Package Manager support:
Package does not support the Swift Package Manager on iOS
The package does not contain ios/offline_ml_pipeline/Package.swift.
Note: This iOS or macOS plugin does not support the Swift Package Manager, resulting in a partial score. See https://docs.flutter.dev/to/spm for details.
30/50 points: code has no errors, warnings, lints, or formatting issues
Found 19 issues. Showing the first 2:
WARNING: The asset directory 'assets/ort_training_templates/' doesn't exist.
pubspec.yaml:66:7
╷
66 │ - assets/ort_training_templates/
│ ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
╵
To reproduce make sure you are using the lints_core and run flutter analyze pubspec.yaml
INFO: Invalid use of a private type in a public API.
lib/src/export/onnx_serializer.dart:38:19
╷
38 │ required List<_LayerData> layers,
│ ^^^^^^^^^^
╵
To reproduce make sure you are using the lints_core and run flutter analyze lib/src/export/onnx_serializer.dart
0/10 points: All of the package dependencies are supported in the latest version
| Package | Constraint | Compatible | Latest | Notes |
|---|---|---|---|---|
archive |
^3.4.10 |
3.6.1 | 4.3.0 | |
async |
^2.11.0 |
2.13.1 | 2.13.1 | |
collection |
^1.18.0 |
1.19.1 | 1.19.1 | |
csv |
^6.0.0 |
6.0.0 | 8.0.0 | |
ffi |
^2.1.0 |
2.2.0 | 2.2.0 | |
flat_buffers |
^23.5.26 |
23.5.26 | 25.9.23 | |
path |
^1.9.0 |
1.9.1 | 1.9.1 | |
path_provider |
^2.1.3 |
2.1.6 | 2.1.6 |
Transitive dependencies
| Package | Constraint | Compatible | Latest | Notes |
|---|---|---|---|---|
args |
- | 2.7.0 | 2.7.0 | |
characters |
- | 1.4.1 | 1.4.1 | |
code_assets |
- | 2.0.0 | 2.0.0 | |
crypto |
- | 3.0.7 | 3.0.7 | |
hooks |
- | 2.2.0 | 2.2.0 | |
jni |
- | 1.0.3 | 1.0.3 | |
jni_flutter |
- | 1.0.3 | 1.0.3 | |
jni_util |
- | 1.0.0 | 1.0.0 | |
logging |
- | 1.3.0 | 1.3.0 | |
material_color_utilities |
- | 0.13.0 | 0.13.1 | |
meta |
- | 1.19.0 | 1.19.0 | |
objective_c |
- | 9.6.0 | 9.6.0 | |
package_config |
- | 3.0.0 | 3.0.0 | |
path_provider_android |
- | 2.3.1 | 2.3.1 | |
path_provider_foundation |
- | 2.6.0 | 2.6.0 | |
path_provider_linux |
- | 2.2.2 | 2.2.2 | |
path_provider_platform_interface |
- | 2.1.3 | 2.1.3 | |
path_provider_windows |
- | 2.3.0 | 2.3.0 | |
platform |
- | 3.2.0 | 3.2.0 | |
plugin_platform_interface |
- | 2.1.8 | 2.1.8 | |
pub_semver |
- | 2.2.1 | 2.2.1 | |
record_use |
- | 1.1.1 | 1.1.1 | |
source_span |
- | 1.10.2 | 1.10.2 | |
string_scanner |
- | 1.4.1 | 1.4.1 | |
term_glyph |
- | 1.2.2 | 1.2.2 | |
typed_data |
- | 1.4.0 | 1.4.0 | |
vector_math |
- | 2.4.2 | 2.4.2 | |
xdg_directories |
- | 1.1.0 | 1.1.0 | |
yaml |
- | 3.1.4 | 3.1.4 |
To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.
Found 3 issues. Showing the first 2:
The constraint `^3.4.10` on archive does not support the stable version `4.0.0`.
Try running dart pub upgrade --major-versions archive to update the constraint.
The constraint `^6.0.0` on csv does not support the stable version `7.0.0`.
Try running dart pub upgrade --major-versions csv to update the constraint.
10/10 points: Package supports latest stable Dart and Flutter SDKs
20/20 points: Compatible with dependency constraint lower bounds
pub downgrade does not expose any static analysis error.
Analyzed with Pana 0.23.19, Flutter 3.47.0, Dart 3.13.0.
Check the analysis log for details.
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Metadata
Documentation
Publisher
unverified uploader
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Metadata
Train, validate, and export ML models on-device from CSV to .tflite with full privacy—no server or internet, powered by ONNX Runtime and Dart FFI.
Repository (GitHub)
View/report issues
Topics
#machine-learning #on-device #flutter #dart-ffi #offline-ai
License
MIT (license)
Dependencies
archive, async, collection, csv, ffi, flat_buffers, flutter, path, path_provider
More
Packages that depend on offline_ml_pipeline
Packages that implement offline_ml_pipeline