Library ng kaalaman

This Freqtrade example uses a five-minute trading timeframe and adds RSI readings from 30-minute and one-hour charts, as well as one-hour readings for selected cross-market pairs. Its long-entry condition requires several of these RSI values to be low at…

This strategy combines RSI thresholds with the relative position of two EMAs. It signals a long when the 14-period RSI is below 40 while the 9-period EMA is above the 21-period EMA; it signals a short when RSI is above 60 while the fast EMA is below the slow…

This strategy defines an opening range from the high and low of the first three five-minute candles after the market opens, covering 9:30–9:45. If a candle closes above the range high, it places a long limit order at that boundary; a close below the range…

This Pine Script strategy configures an Ichimoku-based workflow with selectable parameter presets, custom lengths, and a higher-timeframe input. The visible presets cover crypto and traditional-market conventions, including standard and doubled lengths.…

This intraday strategy limits entries to a specified London session window on weekdays. It goes long after three consecutive rising candles and short after three consecutive falling candles. Entries are managed with percentage-based stop-loss and take-profit…

This strategy uses a triple exponential moving average (TEMA) to generate directional signals. It calculates three successive EMAs of closing price, then combines them as three times the first EMA, minus three times the second, plus the third. A close above…

This strategy uses the Directional Trend Index (DTI), derived by smoothing changes in highs and lows, to generate directional positions. The indicator applies three successive exponential averages to signed price movement and its absolute value, then scales…

This document presents a breakout strategy paired with a parameter sweep. It describes testing combinations of lookback length, take-profit percentage, and stop-loss percentage, then ranking results by win rate, net profit, or trade count. The strategy…

This trend-following system requires several indicators to align before entering. Price above or below a 100-period EMA defines direction; a MACD crossover supplies the momentum trigger; RSI above or below 50 checks directional strength; and ADX above a…

This strategy uses rolling high-low averages, labeled XHL2 and XHLC3, to smooth price behavior and assess direction. It derives a price movement measure from the close and changes in the smoothed series, then compares that measure with a factor-scaled price…

This strategy combines RSI divergence with trend and momentum filters. A bullish setup occurs when price makes a lower low while RSI holds above its prior low; a bearish setup uses a higher price high with a lower RSI high. It then allows longs only above a…

This trend-following system uses a short EMA crossing a medium EMA to trigger entries, with price relative to a longer EMA and a daily higher-timeframe EMA as directional filters. Long trades require an upward crossover and price above both filters; shorts…

The strategy pairs a short perpetual futures position with a long spot position in the same cryptocurrency. The hedge is intended to reduce exposure to the coin’s price direction while collecting funding when the rate favors shorts. It proposes selecting…

This proposed trend-following system combines price position relative to 200-period EMA and SMA filters with a directional prediction signal. It describes taking long positions when price is above both averages and the prediction is positive, and short…

This strategy uses the Coppock Curve, calculated as a weighted moving average of two rates of change, to generate long and exit signals. It derives the indicator from daily SPY closes and enters when the curve rises above zero, closing when it falls below. A…

This trend-following strategy compares fast and slow momentum readings, defaulting to five and ten periods. It enters long when both readings are above zero and exits if either turns negative; it enters short when both are below zero and exits if either…

This long-only BTC futures strategy uses an upward cross of the 25-period EMA above the 100-period EMA as its entry signal. It places the initial stop at the low of the most recent bearish candle below the slower EMA and sets a profit target at three times…

This BTC futures swing strategy combines a 20-period EMA and 50-period SMA crossover with RSI confirmation. It permits a long entry when the averages cross upward and RSI is below 70, or a short entry on a downward cross when RSI is above 30. ATR is used to…

This BTC futures strategy uses a 104-period Hull Moving Average to generate directional entries. It opens a long position when the close crosses above the HMA and a short position when it crosses below, using two contracts per trade. Each entry has a fixed…

This strategy combines a stochastic calculation applied to RSI with an exponential moving average (EMA) filter. The Stochastic K and D values provide configurable overbought or oversold signals, while price relative to the EMA determines whether a long or…

This strategy uses a moving average and standard deviation to form upper and lower Bollinger Bands. Its implemented rules enter long when price crosses below the upper band and enter short when price crosses above the lower band, with percentage-based profit…

This strategy applies a rolling high-low channel to On-Balance Volume (OBV) rather than to price. OBV accumulates volume with a positive or negative sign based on price direction. A break above the prior channel high switches the system into a bullish mode…

This swing strategy builds an upper and lower channel by averaging several moving-average calculations separately on candle highs and lows. It enters long when the close is above the high-based average and short when the close falls below the low-based…

This strategy calculates the highest high and lowest low over a rolling 50-day window, then marks retracement levels at 0.236, 0.382, and 0.618 of that range. It enters long when the close crosses above the 0.618 level and exits when it crosses below the…