# GBPUSD LSTM Trading Bot

A trading bot using LSTM neural network for GBPUSD trades with engulfing patterns, volume analysis, and pivot-based signals.

Canonical: https://prismaticalgos.com/compendium/algo/11238-gbpusd-lstm-trading-bot
Record ID: 11238
Catalog rank: 711 (reading order, not performance)
Snapshot: 2026-10-31 15:46 UTC
Family: Statistical, Quantitative & Machine Learning (I)
Source: https://github.com/NadirAliOfficial/mt5-lstm-gbpusd-bot
Evidence label (unverified): backtest_shown

## Scope and limitations

These are machine-extracted research records, not verified trading systems. Catalog rank measures specification detail and claimed evidence, not profitability. The catalog extraction pipeline did not independently backtest these records. Its separate selected testing ledger does not validate the wider corpus. Rules, labels and parameters can be incomplete or wrong; consult the original source and its reuse terms.

No endorsement, ownership claim or source-code reuse permission is implied.

## Extraction warnings

No automated warnings recorded; this is not validation.

## Recorded profile

- symbols: GBPUSD
- timeframes: M15, H1
- sessions: Not specified
- market_regime: any

## Indicators

- Engulfing pattern detection: {}; applied to: candlesticks
- Volume multiplier signals: {}; applied to: volume
- Pivot level calculation: {}; applied to: price

## Recorded long-entry rules

- Bullish engulfing candle on M15/H1
- Volume at least 1.5x 20-bar average
- Price above nearest pivot support
- LSTM prediction score > 0.65 threshold

## Recorded short-entry rules

- Not specified.

## Recorded exit rules

- Partial close at 1:1 R/R (50% of position)
- Trailing stop activates after 1:1, trails at 1.5x ATR
- Hard SL at swing low below entry

## Recorded filters

- Not specified.

## Risk controls

- Stop loss: Hard SL at swing low below entry
- Take profit: Partial take-profit at 1:1 R/R (50% of position), trailing stop at 1.5x ATR
- Position sizing: null