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ai-technicals

Java library for financial technical analysis with multiple technical indicators

Moving Average

  • SMA - Simple Moving Average
  • WMA - Weighted Moving Average
  • EMA - Exponential Moving Average
  • VWMA - Volume-Weighted Moving Average
  • HMA - Hull Moving Average

Oscillators

  • Aroon
  • ADX - Average Directional Index
  • AO - Awesome Oscillator
  • BBP - Bull Bear Power
  • CCI - Commodity Channel Index
  • MACD - Moving Average Convergence / Divergence
  • Momentum
  • ROC - Rate Of Change
  • RSI - Relative Strength Index
  • Stochastic
  • Stochastic RSI
  • UO - Ultimate Oscillator
  • Williams %R

Volatility

  • Average True Range
  • Bollinger
  • Keltner Channel
  • Price Channel
  • Standard Deviation

Volume

  • A/D - Accumulation / Distribution
  • MFI - Money Flow Index
  • OBV - On Balance Volume
  • VWAP - Volume Weighted Average Price

Pivot Points

  • Classic Pivot Points
  • Camarilla Pivot Points
  • Demarks Pivot Points
  • Fibonacci Pivot Points
  • Woodie Pivot Points

Others

  • Ichimoku Cloud
  • Williams Fractals

Technical Ratings

  • Technical Ratings

Order Book Depth Indicators Experimental

  • Depth True Range - Volatility indicator
  • Depth Middle Price - Trend indicator
  • Depth Delta - Balance between ask / bid
  • Depth Block Points - Supports & Resistances
  • Depth Weighted Points - Supports & Resistances
  • Depth Super Prices - Prices with the largest number of orders

How to use the library

Example 1:

Indicator Exchange Pair Interval
Bollinger Binance BTCUSDT 1 day 
List<BinanceCandle> lstBinanceCandles = BinanceApiClient.getKlines("BTCUSDT", BinanceIntervalType._1d, 30);
Candle[] candles = BinanceCandleUtils.toCandleArray(lstBinanceCandles);
BollingerEntry[] entries = Bollinger.calculate(candles, 20, 2);
Arrays.stream(entries).forEach(s -> System.out.println(s == null ? "null" : s));

Example 2:

Indicator Exchange Pair Interval
Stochastic Kucoin BTC-USDT 1 day 
List<KucoinCandle> lstKucoinCandle = KucoinApiClient.getKlines("BTC-USDT", KucoinIntervalType._1d, 30);
Candle[] candles = KucoinCandleUtils.toCandleArray(lstKucoinCandle);
StochasticEntry[] entries = Stochastic.calculate(candles, 14, 1, 3);
Arrays.stream(entries).forEach(s -> System.out.println(s == null ? "null" : s));