neural_net_experiments 0.0.90

Cells and Neural Nets Experiments #

This library is intended for use as something of a playground for experimenting with neural network-like data structures in DART.

I've intentionally coded it using Visual Studio Code to expose myself to working in environments other than the Jetbrains IDEs.

Things Learned from This Project #

How do I run all my tests from the Command Line? #

You can use the pub command

as in:

pub run test test

0.0.2 #

  • Initial version. Provides for creating cells, computing outputs with inputs

0.0.3 #

  • Update documentation to make it clear this is NOT production-ready code

0.0.4 #

  • Remove experimental code for now to keep this library more vanilla
  • Do a bit of formatting

0.0.5 #

  • Add types that need to be used in imports of this library
  • Remove example code
  • Further pairing down of code that isn't immediately needed

0.0.6 #

  • Run formatting on all code

0.0.7 #

  • Fix bug in which deleting all cells in destination tissue was not properly reflected in connections

0.0.8 #

  • Add ability to determine connection strength between cells in tissue
  • Provide for searching specific connections

0.0.81 #

  • Get rid of un-necessary method

0.0.90 #

  • Provide for giving names to graphs
  • Allow naming tissues
  • Add graphing interconnection between two tissues

Use this package as a library

1. Depend on it

Add this to your package's pubspec.yaml file:


dependencies:
  neural_net_experiments: ^0.0.90

2. Install it

You can install packages from the command line:

with pub:


$ pub get

with Flutter:


$ flutter pub get

Alternatively, your editor might support pub get or flutter pub get. Check the docs for your editor to learn more.

3. Import it

Now in your Dart code, you can use:


import 'package:neural_net_experiments/neural_net_experiments.dart';
  
Popularity:
Describes how popular the package is relative to other packages. [more]
33
Health:
Code health derived from static analysis. [more]
100
Maintenance:
Reflects how tidy and up-to-date the package is. [more]
90
Overall:
Weighted score of the above. [more]
64
Learn more about scoring.

We analyzed this package on Aug 21, 2019, and provided a score, details, and suggestions below. Analysis was completed with status completed using:

  • Dart: 2.4.0
  • pana: 0.12.19

Platforms

Detected platforms: Flutter, web, other

No platform restriction found in primary library package:neural_net_experiments/neural_net_experiments.dart.

Health suggestions

Format lib/src/debug/Visualizer.dart.

Run dartfmt to format lib/src/debug/Visualizer.dart.

Format lib/src/debug/gviz.dart.

Run dartfmt to format lib/src/debug/gviz.dart.

Format lib/src/reality/reality.dart.

Run dartfmt to format lib/src/reality/reality.dart.

Format lib/src/tissue/Interconnection.dart.

Run dartfmt to format lib/src/tissue/Interconnection.dart.

Format lib/src/tissue/tissue.dart.

Run dartfmt to format lib/src/tissue/tissue.dart.

Maintenance suggestions

Package is pre-v0.1 release. (-10 points)

While nothing is inherently wrong with versions of 0.0.*, it might mean that the author is still experimenting with the general direction of the API.

Maintain an example.

None of the files in the package's example/ directory matches known example patterns.

Common filename patterns include main.dart, example.dart, and neural_net_experiments.dart. Packages with multiple examples should provide example/README.md.

For more information see the pub package layout conventions.

Dependencies

Package Constraint Resolved Available
Direct dependencies
Dart SDK >=2.4.0 <3.0.0
linalg ^0.3.2 0.3.2
Dev dependencies
pedantic ^1.7.0
test ^1.6.0