description | cover | coverY |
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Technical Analysis written in Typescript for Deno |
.gitbook/assets/dylan-calluy-JpflvzEl5cg-unsplash.jpeg |
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deno install https://deno.land/x/talib/index.ts
# or force to upgrade
deno install -f https://deno.land/x/talib/index.ts
# or specific version
deno install -f https://deno.land/x/[email protected]/index.ts
import { RSI } from 'https://deno.land/x/talib/index.ts';
# or specific version
# import { RSI } from 'https://deno.land/x/[email protected]/index.ts';
const inputRSI = {
values : [127.75,129.02,132.75,145.40,148.98,137.52,147.38,139.05,137.23,149.30,162.45,178.95,200.35,221.90,243.23,243.52,286.42,280.27,277.35,269.02,263.23,214.90],
period : 14
};
const expectedResult = [
86.41,86.43,89.65,86.50,84.96,80.54,77.56,58.06
];
RSI.calculate(inputRSI)
There are three ways you can use to get the indicator results.
Every indicator has a static method calculate
which can be used to calculate the indicator without creating an object.
import { SMA } from 'https://deno.land/x/talib/index.ts';
let prices = [1,2,3,4,5,6,7,8,9,10,12,13,15];
let period = 10;
sma({period : period, values : prices})
import { SMA } from 'https://deno.land/x/talib/index.ts';
let prices = [1,2,3,4,5,6,7,8,9,10,12,13,15];
let period = 10;
SMA.calculate({period : period, values : prices})
nextValue
method is used to get the next indicator value.
let sma = new SMA({period : period, values : []});
let results = [];
prices.forEach(price => {
let result = sma.nextValue(price);
if(result)
results.push(result)
});
This a merge of calculate and nextValue. The usual use case would be
- Initialize indicator with available price value
- Get results for initialized values
- Use nextValue to get next indicator values for further tick.
let sma = new SMA({period : period, values : prices});
sma.getResult(); // [5.5, 6.6, 7.7, 8.9]
sma.nextValue(16); // 10.1
Note: Calling nextValue will not update
getResult()
value.
This uses regular javascript numbers, so there can be rounding errors which are negligible for a technical indicators, you can set precision by using the below config. By default there is no precision set.
import talib from 'https://deno.land/x/talib/index.ts';
talib.setConfig('precision', 10);
Search for all bullish or bearish using
import { bullish } from 'https://deno.land/x/talib/index.ts';
const twoDayBullishInput = {
open: [23.25,15.36],
high: [25.10,30.87],
close: [21.44,27.89],
low: [20.82,14.93],
}
bullish(twoDayBullishInput) // true
- Accumulation Distribution Line (ADL)
- Average Directional Index (ADX)
- Average True Range (ATR)
- Awesome Oscillator (AO)
- Bollinger Bands (BB)
- Commodity Channel Index (CCI)
- Force Index (FI)
- Know Sure Thing (KST)
- Money Flow Index (MFI)
- Moving Average Convergence Divergence (MACD)
- On Balance Volume (OBV)
- Parabolic Stop and Reverse (PSAR)
- Rate of Change (ROC)
- Relative Strength Index (RSI)
- Simple Moving Average (SMA)
- Stochastic Oscillator (KD)
- Stochastic RSI (StochRSI)
- Triple Exponentially Smoothed Average (TRIX)
- Typical Price
- Volume Weighted Average Price (VWAP)
- Volume Profile (VP)
- Exponential Moving Average (EMA)
- Weighted Moving Average (WMA)
- Wilder’s Smoothing (Smoothed Moving Average, WEMA)
- WilliamsR (W%R)
- Ichimoku Cloud
- Average Gain
- Average Loss
- Cross Up
- Cross Down
- Cross Over
- Highest
- Lowest
- Standard Deviation
- Sum
- Renko
- Heikin-Ashi (HA)
- Abandoned Baby
- Bearish Engulfing Pattern
- Bullish Engulfing Pattern
- Dark Cloud Cover
- Downside Tasuki Gap
- Doji
- DragonFly Doji
- GraveStone Doji
- Bullish Harami
- Bearish Harami
- Bearish Harami Cross
- Bullish Marubozu
- Bearish Marubozu
- Evening Doji Star
- Evening Star
- Piercing Line
- Bullish Spinning Top
- Bearish Spinning Top
- Morning Doji Star
- Morning Star
- Three Black Crows
- Three White Soldiers
- Bullish Hammer
- Bearish Hammer
- Bullish Inverted Hammer
- Bearish Inverted Hammer
- Hammer Pattern
- Hammer Pattern (Unconfirmed)
- Hanging Man
- Hanging Man (Unconfirmed)
- Shooting Star
- Shooting Star (Unconfirmed)
- Tweezer Top
- Tweezer Bottom
{% embed url="https://deno.land/x/talib" %} https://deno.land/x/talib {% endembed %}
{% embed url="https://nenjo-tsu.gitbook.io/deno-talib" %} API Documentation {% endembed %}
Create issues about anything you want to report, change of API's, or request for adding new indicators. You can also create pull request with new indicators.
Original node package is from anandanand84. Thanks to https://github.com/anandanand84/technicalindicators