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 3 days 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 |
- | 2.1.0 | 2.1.0 | |
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 |
- | 2.4.3 | 2.4.3 | |
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 3.47.4, Dart 3.13.3.
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