Indicators

Fastest Technical Indicators written in typescript, Supports: Browser, NodeJS, ES6, CommonJS, Bun, Svelte, React, Angular, etc. More than +100 indicators(SMA, EMA, RSI, MACD, ...)

#chart #exponential-moving-average #indicators #macd #technical-indicators #trade

Download

A JavaScript Version

There is also a newer version written in JavaScript.

Supports

Browser, ES6, CommonJS, NodeJS, Bun, Svelte, React, Angular, etc.

About

Fastest Technical Indicators written in TypeScript

Zero Dependencies: @ixjb94/Indicators is built from the ground up to be self-contained, with no external dependencies.
No Internal Function Calls: Each Method in the library operates independently.

Tests (Jest)

All of the indicators data have been tested with TradingView data and other Libraries.
You can find few in ./tests folder.
(Or you can run: npm test)
Note: All data have been tested with at least last 3 (tail) of TradingView's data.
Data Window: DOGEUSDT-4h-2023-10 (October)
Data Source: Binance Futures ::: Binance Vision

Comparison with TradingView (EMA 10)

Indicators Data Test

Benchmark

See full Benchmark info

Installation

npm install @ixjb94/indicators

Usage NodeJS

import { Indicators } from "@ixjb94/indicators"

// OR
const { Indicators } = require("@ixjb94/indicators")

Usage Browser

index.html example:

<!DOCTYPE html>
<html lang="en">
<head>
    <title>My Indicators</title>
</head>
<body>

    <!--
        PLEASE NOTE: you probably just need one of these
        - browser.js
        - browser-indicators.js
        - browser-indicators-sync.js
        - browser-indicators-extract.js

        or extracted versions like this:
        - ./ema.js | ./sma.js | ./rsi.js
    -->

    <!-- all versions -->
    <script src="./node_modules/@ixjb94/indicators/dist/browser.js"></script>

    <!-- indicators -->
    <script src="./node_modules/@ixjb94/indicators/dist/browser-indicators.js"></script>

    <!-- extracted (not in a class) -->
    <script src="./node_modules/@ixjb94/indicators/dist/browser-indicators-extract.js"></script>
    
    <!-- sync indicators -->
    <script src="./node_modules/@ixjb94/indicators/dist/browser-indicators-sync.js"></script>

    <!-- extracted indicators -->
    <script src="./node_modules/@ixjb94/indicators/dist/core/extract/ema.js"></script>
    <script src="./node_modules/@ixjb94/indicators/dist/core/extract/sma.js"></script>
    <script src="./node_modules/@ixjb94/indicators/dist/core/extract/rsi.js"></script>
    <!-- ... -->

    <!-- how to use class based -->
    <script>
        const library = indicators
        const ta = new library.Indicators()

        ta.ema(close, 20).then(data => console.log(data))
    </script>

    <!-- how to use extracted versions -->
    <script>
        const close = [1, 2, 3, 4, 5, 6]
        ema(close, 3).then(result => {
            console.log(result)
            // output: [1, 1.5, 2.25, 3.125, 4.0625, 5.03125]
        })
    </script>

    <!-- how to use extracted version (browser-indicators-extract.js) -->
    <script src="./node_modules/@ixjb94/indicators/dist/browser-indicators-extract.js"></script>
    <script>
        const { ema, sma } = indicators
        ema([1,2,3,4,5,6], 3).then(d => console.log(d))
    </script>
</body>
</html>

Note: you can move files from node_modules to somewhere else you want to like dist, public, etc.

OR you can use unpkg:

https://unpkg.com/@ixjb94/indicators@latest/dist/browser.js
https://unpkg.com/@ixjb94/indicators@latest/dist/browser-indicators.js
https://unpkg.com/@ixjb94/indicators@latest/dist/browser-indicators-sync.js
https://unpkg.com/@ixjb94/indicators@latest/dist/browser-indicators-extract.js

OR
https://unpkg.com/@ixjb94/indicators@latest/dist/core/extract/ema.js
https://unpkg.com/@ixjb94/indicators@latest/dist/core/extract/sma.js
https://unpkg.com/@ixjb94/indicators@latest/dist/core/extract/rsi.js
// ... and others

see the full list:
https://unpkg.com/browse/@ixjb94/[email protected]/dist/core/extract/

Indicators Consists Of

Indicators consists of these classes:
1- Indicators: new Indicators()
2- IndicatorsSync: new IndicatorsSync()
3- Or you can use then directly without using classes

Examples

Note: Everything isPromised so you need to do .then or await
unless you use Sync versions.

let ta = new Indicators()

ta.sma(close, 20)
ta.rsi(close, 14)

Types & Intellisense & Browser Support

Indicators

✅ = Available and fastest
❌ = Indicator is not available
🔄 = Developing...
Compared to:
node-talib, tulipnode, technicalindicators, pandas_ta

Identifier	Indicator Name	@ixjb94/indicators
ad	Accumulation/Distribution Line	✅
adosc	Accumulation/Distribution Oscillator	✅
adx	Average Directional Movement Index	✅
adxr	Average Directional Movement Rating	✅
ao	Awesome Oscillator	✅
apo	Absolute Price Oscillator	✅
aroon	Aroon	✅
aroonosc	Aroon Oscillator	✅
atr	Average True Range	✅
avgprice	Average Price	✅
bbands	Bollinger Bands	✅
bop	Balance of Power	✅
cci	Commodity Channel Index	✅
cmo	Chande Momentum Oscillator	✅
crossany	Crossany	✅
crossover	Crossover	✅
crossunder	Crossunder	✅
crossOverNumber	Crossover a number	✅
crossUnderNumber	Crossunder a number	✅
cvi	Chaikins Volatility	✅
decay	Linear Decay	✅
dema	Double Exponential Moving Average	✅
di	Directional Indicator	✅
dm	Directional Movement	✅
dpo	Detrended Price Oscillator	✅
dx	Directional Movement Index	✅
edecay	Exponential Decay	✅
ema	Exponential Moving Average	✅
emv	Ease of Movement	✅
fisher	Fisher Transform	✅
fosc	Forecast Oscillator	✅
hma	Hull Moving Average	✅
kama	Kaufman Adaptive Moving Average	✅
kvo	Klinger Volume Oscillator	✅
lag	Lag	✅
linreg	Linear Regression	✅
linregintercept	Linear Regression Intercept	✅
linregslope	Linear Regression Slope	✅
macd	Moving Average Convergence/Divergence	✅
marketfi	Market Facilitation Index	✅
mass	Mass Index	✅
max	Maximum In Period	✅
md	Mean Deviation Over Period	✅
medprice	Median Price	✅
mfi	Money Flow Index	✅
min	Minimum In Period	✅
mom	Momentum	✅
natr	Normalized Average True Range	✅
nvi	Negative Volume Index	✅
obv	On Balance Volume	✅
ppo	Percentage Price Oscillator	✅
psar	Parabolic SAR	✅
pvi	Positive Volume Index	✅
qstick	Qstick	✅
roc	Rate of Change	✅
rocr	Rate of Change Ratio	✅
rsi	Relative Strength Index	✅
sma	Simple Moving Average	✅
stddev	Standard Deviation Over Period	✅
stderr	Standard Error Over Period	✅
stoch	Stochastic Oscillator	✅
stochrsi	Stochastic RSI	✅
sum	Sum Over Period	✅
tema	Triple Exponential Moving Average	✅
tr	True Range	✅
trima	Triangular Moving Average	✅
trix	Trix	✅
tsf	Time Series Forecast	✅
typprice	Typical Price	✅
ultosc	Ultimate Oscillator	✅
var	Variance Over Period	✅
vhf	Vertical Horizontal Filter	✅
vidya	Variable Index Dynamic Average	✅
volatility	Annualized Historical Volatility	✅
vosc	Volume Oscillator	✅
vwma	Volume Weighted Moving Average	✅
wad	Williams Accumulation/Distribution	✅
wcprice	Weighted Close Price	✅
wilders	Wilders Smoothing	✅
willr	Williams %R	✅
wma	Weighted Moving Average	✅
zlema	Zero-Lag Exponential Moving Average	✅
abands		✅
alma	Arnaud Legoux Moving Average	✅
ce	Chandelier Exit	✅
cmf	Chaikin money flow	✅
copp	Coppock Curve	❌
dc	Donchian Channels	✅🔄
fi	Force index	✅
ikhts		❌
kc	Keltner Channels	✅
kst	Know Sure Thing	✅
mama	MESA Adaptive Moving Average	❌
pbands		✅
pc		❌
pfe	Polarized Fractal Efficiency	✅
posc		✅
rmi	Relative Momentum Index	✅
rmta	Recursive Moving Trend Average	✅
rvi	Relative Vigor Index	✅
smi	Stochastic Momentum Index	✅
tsi	True Strength Index	✅
vwap	Volume-Weighted Average Price	✅

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Indicators

Version Info

A JavaScript Version

Supports

About

Tests (Jest)

Comparison with TradingView (EMA 10)

Benchmark

Installation

Usage NodeJS

Usage Browser

Indicators Consists Of

Examples

Types & Intellisense & Browser Support

Indicators

Icon by

Top categories