BiLSTM · local configuration 89

Purpose & architecture

BiLSTM is local Generator Core registry configuration 89, created by NewBiLSTM in the recurrent package. Its exact constructor and configuration settings are preserved below.

The shared implementation keeps hidden and memory vectors, splits input into steps and selects a basic RNN, LSTM or GRU update. It preserves the resulting state between calls. Train compares the output vector with the target using mean squared error.

Flags such as bidirectional are separate from the inspected forward switch, which selects only rnn, lstm or gru behavior. Their presence does not prove a second backward pass or every named architecture. Train itself returns a loss without updating weights.

This source generation

This record follows the claude/improve-math-logic-ehIW1 branch of Janady13/complete-agi-core at commit 33aa84f2aa61cedbe010240ada7f4efbdfe795a7. The snapshot identifies the source inspected in this audit. It is not a statement about which revision is currently running on a device.

Recovered implementation structure

These paths locate the components and entry points represented by this build. The source register contains their inspected revisions.

• generator_core/pkg/generators/recurrent/recurrent.go

Behavior & verification limits

Flags such as bidirectional are separate from the inspected forward switch, which selects only rnn, lstm or gru behavior. Their presence does not prove a second backward pass or every named architecture. Train itself returns a loss without updating weights.

Original project documentation

The following documentation is preserved as a dated source account. Claims in it retain the source’s wording and must be read alongside the implementation notes above.

func NewBiLSTM() *RecurrentGenerator {
	g := NewRecurrentGenerator(89, "BiLSTM", "lstm", 256)
	g.Config().Params["bidirectional"] = true
	return g
}

Equations in this build

2 linked mathematical records. Each opens its notation, interpretation and source.

Related systems & versions