brain
This JavaScript library offers a straightforward implementation of a feed-forward neural network, ideal for tasks like XOR approximation and color contrast recognition. U... This JavaScript library offers a straightforward implementation of a feed-forward neural network, ideal for tasks like XOR approximation and color contrast recognition. Users can efficiently train the network with bulk data, customize hidden layers, and track training progress. The library supports serialization and stream-based training for flexibility in various applications.
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Company Information
- Company: brain
- Country: United States
Top brain Features
- Real-time training updates
- Hash-based training input
- Customizable hidden layers
- Easy serialization with JSON
- Stream-based training support
- Adjustable learning rate settings
- Bulk training pattern processing
- Periodic error logging functionality
- Offline training optimization
- Pre-trained network integration
- User-friendly API
- Built-in color contrast demo
- Node.js installation via npm
- High iteration limit flexibility
- Transform stream data normalization
- Lightweight JavaScript implementation
- Interactive feedback incorporation.
