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The NFIV8_SMA strategy is designed for backtesting trading strategies. It implements several functions to populate indicators and define buy conditions. In the populate_indicators function:
The strategy fetches BTC price data for informative and base timeframes and performs indicator calculations.
It merges the informative BTC data with the main dataframe and drops unnecessary columns.
It resamples the data to a specified timeframe and performs additional indicator calculations.
Finally, it calculates indicators for the normal (5m) timeframe. In the populate_buy_trend function: The strategy defines various conditions for buying based on indicator values. It creates a 'buy_tag' column in the dataframe to indicate buy signals. It uses a combination of indicators such as RSI, uptrend, moving averages, volume, and price comparisons to determine buy conditions. It also incorporates additional buy protection parameters based on user-defined settings. Overall, the NFIV8_SMA strategy aims to generate buy signals based on a combination of technical indicators and customizable parameters.
It merges the informative BTC data with the main dataframe and drops unnecessary columns.
It resamples the data to a specified timeframe and performs additional indicator calculations.
Finally, it calculates indicators for the normal (5m) timeframe. In the populate_buy_trend function: The strategy defines various conditions for buying based on indicator values. It creates a 'buy_tag' column in the dataframe to indicate buy signals. It uses a combination of indicators such as RSI, uptrend, moving averages, volume, and price comparisons to determine buy conditions. It also incorporates additional buy protection parameters based on user-defined settings. Overall, the NFIV8_SMA strategy aims to generate buy signals based on a combination of technical indicators and customizable parameters.
stoploss: -0.99 timeframe: 5m hash(sha256): 9e681e5ad03a79a08775fc7812339e2e67b9539b490e420ac8cdbf0ad9a6443d indicators: sma_200_1h upper safe_pump_type safe_pump_24_30 close tsi_ema_fast ema_15 sell_pump_36_2 sma_5 sell_pump_24_1_1h safe_pump_period ema_25 ema_200_1h safe_dump_50 ewo rsi_fast sma200_rising_val r_480_1h safe_pump_24_100 volume rsi_4 sma_200_dec_20 safe_pump_24_120 rsi_slow_descending sell_pump_36_1_1h ema_20 source safe_pump_48_30 safe_dips_70 uptrend_1h buy_tag oc_pct_change_48 sell_pump_48_1_1h rsi_14 high tpct_change_2 safe_dips_30 r_480 sell_pump_48_3 rsi_5 safe_pump_48_10 safe_dips_80 crossed
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last change: 2023-06-24 20:19:57