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A deep learning framework in pure Dart with a dynamic autograd engine. Designed for education, research, and understanding the core mechanics of AI.

120/ 160
pub points
101
downloads

We analyzed this package 11 days ago, and awarded it 120 pub points (of a possible 160):

Failed report section
Follow Dart file conventions
20 / 30trigger folding of the section

Passed check 10/10 points: Provide a valid pubspec.yaml

Passed check 5/5 points: Provide a valid README.md

Passed check 5/5 points: Provide a valid CHANGELOG.md

Failed check 0/10 points: Use an OSI-approved license

No license was recognized.

Consider using an OSI-approved license in the LICENSE file to make it more accessible to the community.

Failed report section
Provide documentation
0 / 20trigger folding of the section

Partially passed check 0/10 points: 20% or more of the public API has dartdoc comments

45 out of 1365 API elements (3.3 %) have documentation comments.

Providing good documentation for libraries, classes, functions, and other API elements improves code readability and helps developers find and use your API. Document at least 20% of the public API elements.

To highlight public API members missing documentation consider enabling the public_member_api_docs lint.

Some symbols that are missing documentation: GPUOptimizer.OptimizerGPU, GPUOptimizer.OptimizerGPU.OptimizerGPU.new, GPUOptimizer.OptimizerGPU.parameters, GPUOptimizer.OptimizerGPU.step, GPUOptimizer.OptimizerGPU.zeroGrad.

Failed check 0/10 points: Package has an example

No example found.

See package layout guidelines on how to add an example.

Passed report section
Platform support
20 / 20trigger folding of the section

Passed check 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:flutter_ml/cpu_version/activationFuncitons/activationFunction.dart that imports:
  • package:flutter_ml/tensor/tensor.dart that imports:
  • package:flutter_ml/logger.dart that imports:
  • dart:io
Partially passed report section
Pass static analysis
40 / 50trigger folding of the section

Partially passed check 40/50 points: code has no errors, warnings, lints, or formatting issues

Found 158 issues. Showing the first 2:

INFO: The file name 'activationFunction.dart' isn't a lower_case_with_underscores identifier.

To reproduce make sure you are using the lints_core and run flutter analyze lib/cpu_version/activationFuncitons/activationFunction.dart

INFO: The file name 'leakyRelu.dart' isn't a lower_case_with_underscores identifier.

To reproduce make sure you are using the lints_core and run flutter analyze lib/cpu_version/activationFuncitons/leakyRelu.dart

Passed report section
Support up-to-date dependencies
40 / 40trigger folding of the section

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

Package Constraint Compatible Latest Notes
ffi ^2.0.1 2.2.0 2.2.0
Transitive dependencies
Package Constraint Compatible Latest Notes
characters - 1.4.1 1.4.1
collection - 1.19.1 1.19.1
material_color_utilities - 0.13.0 0.13.0
meta - 1.17.0 1.18.2
vector_math - 2.2.0 2.3.0

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

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

Passed check 20/20 points: Compatible with dependency constraint lower bounds

pub downgrade does not expose any static analysis error.

Analyzed with Pana 0.23.12, Flutter 3.41.9, Dart 3.11.5.

Check the analysis log for details.

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4
likes
120
points
101
downloads

Documentation

API reference

Publisher

unverified uploader

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A deep learning framework in pure Dart with a dynamic autograd engine. Designed for education, research, and understanding the core mechanics of AI.

Repository (GitHub)
View/report issues

License

unknown (license)

Dependencies

ffi, flutter

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