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));