0.7.1 • Published 3 years ago

@bitfinex/lib-js-util-math v0.7.1

Weekly downloads
4
License
Apache-2.0
Repository
github
Last release
3 years ago

lib-js-util-math

The lib includes the utilities depicted below:

  • BN - BigNumber utilities
  • Array utilites - Array utilites like min, max, median and avg with big number manipulation
  • VWAP - Volume Weighted Average Price (VWAP) index utilities
  • Standard Deviation - Standard deviation utilities
  • SMA - Simple Moving Average
  • EMA - Exponential Moving Average
  • TWAP - Time Weighted Average Price utilities
  • Impact mid price - Mid price from bids and asks until specific book depth

Installing

npm install --save https://github.com/bitfinexcom/lib-js-util-math.git

Testing

npm run test

Usage

const data = [
  { price: nBN(10500), y: 'jan', volume: '1' },
  { price: nBN(10700), y: 'feb', volume: '0.33' },
  { price: nBN(11500), y: 'mar', volume: '2.13' },
  { price: nBN('12300'), y: 'apr', volume: '5.26' },
  { price: nBN(5000), y: 'may', volume: '0.77' },
  { price: nBN(5100), y: 'jun', volume: '1.52' }
]

const vwap = VWAP(data)
console.log(vwap) // 10429.24613987284287011807

const dev = stdDeviation(data, a => a.price)
console.log(dev.toFixed()) // 2980.16591633568094682823

Authors

  • prdn
  • robertkowalski
  • vigan-abd