inference 1.0.0 
inference: ^1.0.0 copied to clipboard
shankarkakumani.devZero-setup ML inference for Flutter using Rust engines (Candle, Linfa). Load PyTorch, train on-device with unified API. Cross-platform support.
We analyzed this package 3 days ago, and awarded it 150 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
174 out of 189 API elements (92.1 %) have documentation comments.
Some symbols that are missing documentation: inference.InferenceSession.InferenceSession.new, inference.InputValidationException.InputValidationException.new, inference.ModelLoadException.ModelLoadException.new, inference.PredictionException.PredictionException.new, inference.ResourceException.ResourceException.new.
0/10 points: Package has an example
No example found.
See package layout guidelines on how to add 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 does not support platform `Web`.
Because:
package:inference/inference.dartthat declares support for platforms:Android,iOS,Windows,Linux,macOS.
0/0 points: WASM compatibility
Package not compatible with runtime wasm
Because:
package:inference/inference.dartthat imports:package:inference/src/engines/linfa_session.dartthat imports:package:inference/src/inference_session.dartthat imports:package:inference/src/inference_input.dartthat 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.cn/web/wasm for details.
50/50 points: code has no errors, warnings, lints, or formatting issues
10/10 points: All of the package dependencies are supported in the latest version
| Package | Constraint | Compatible | Latest | Notes |
|---|---|---|---|---|
ffi |
^2.1.4 |
2.1.4 | 2.1.4 | |
flutter_rust_bridge |
^2.11.1 |
2.11.1 | 2.11.1 | |
freezed_annotation |
^3.1.0 |
3.1.0 | 3.1.0 | |
image |
^4.2.0 |
4.5.4 | 4.5.4 | |
meta |
^1.16.0 |
1.17.0 | 1.17.0 | |
plugin_platform_interface |
^2.0.2 |
2.1.8 | 2.1.8 |
Transitive dependencies
| Package | Constraint | Compatible | Latest | Notes |
|---|---|---|---|---|
archive |
- | 4.0.7 | 4.0.7 | |
args |
- | 2.7.0 | 2.7.0 | |
async |
- | 2.13.0 | 2.13.0 | |
build_cli_annotations |
- | 2.1.1 | 2.1.1 | |
characters |
- | 1.4.0 | 1.4.1 | |
collection |
- | 1.19.1 | 1.19.1 | |
crypto |
- | 3.0.7 | 3.0.7 | |
json_annotation |
- | 4.9.0 | 4.9.0 | |
material_color_utilities |
- | 0.11.1 | 0.13.0 | |
path |
- | 1.9.1 | 1.9.1 | |
petitparser |
- | 7.0.1 | 7.0.1 | |
posix |
- | 6.0.3 | 6.0.3 | |
typed_data |
- | 1.4.0 | 1.4.0 | |
vector_math |
- | 2.2.0 | 2.2.0 | |
web |
- | 1.1.1 | 1.1.1 | |
xml |
- | 6.6.1 | 6.6.1 |
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
20/20 points: Compatible with dependency constraint lower bounds
pub downgrade does not expose any static analysis error.
Analyzed with Pana 0.23.1, Flutter 3.38.0, Dart 3.10.0-290.4.beta.
Check the analysis log for details.
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Metadata
Publisher
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Metadata
Zero-setup ML inference for Flutter using Rust engines (Candle, Linfa). Load PyTorch, train on-device with unified API. Cross-platform support.
Repository (GitHub)
View/report issues
Topics
#machine-learning #artificial-intelligence #pytorch #rust
Documentation
License
MIT (license)
Dependencies
ffi, flutter, flutter_rust_bridge, freezed_annotation, image, meta, plugin_platform_interface
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