The original taxonomy was four classical families plus a statistics group, with the F1-F12 expansion slotted in as sub-categories. This regroups the whole 71-indicator catalogue into eight top-level families, each with at least five members: Moving Averages (12), Momentum Oscillators (13), Trend & Directional (9), Price Oscillators (5), Volatility & Bands (12), Trailing Stops (5), Volume (9), Price Statistics (7). - Wiki: docs/wiki/indicators/ reorganised into eight family folders; all 71 indicator pages moved with `git mv`. Every internal cross-link is normalised to `../<family>/Indicator-X.md`, each page's `Family` field is set to its new family, and two pre-existing `../Indicator-Chaining.md` links (should have been `../../`) are corrected. A link check confirms every relative wiki link resolves. - Indicators-Overview.md fully rewritten around the eight families; Home.md indicator reference and the README family table follow suit. - Warmup-Periods.md gains the eight F13 indicators; CHANGELOG records the 46-indicator expansion (25 -> 71) and the eight-family taxonomy. - Tests: Node indicators.test.js and Python test_new_indicators.py cover all eight new indicators (Node 91/91, Python 117/117 green). cargo fmt + clippy (core/wickra/data/wasm/node) clean; 508 core tests, 25 data tests and 74 doctests green.
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Wickra
Wickra is a streaming-first technical-indicators library. Every indicator is
implemented in Rust as an O(1) state machine that consumes one input at a
time, and the same engine is exposed through ergonomic bindings for Python,
Node.js, WebAssembly, and Rust itself. The same update call you write inside
a live trading loop also drives the historical backtest of that same
strategy — there is no second code path that drifts behind the streaming one.
The project ships 71 indicators across eight families — moving averages,
momentum oscillators, trend & directional, price oscillators, volatility &
bands, trailing stops, volume, and price statistics — plus a small set of
supporting types (Candle, Tick, Chain). The Rust core forbids unsafe,
so every binding inherits a
memory-safe implementation. Install is one command on every supported
platform: pip install wickra, cargo add wickra, npm install wickra — no
system compilers, no C dependencies, no headers.
Wickra is licensed under the PolyForm Noncommercial 1.0.0 license. Personal projects, research, hobby trading bots, education, non-profits, and government use are all permitted; commercial sale of the software or of services built around it is not. If you want to use Wickra commercially, open an issue on GitHub to discuss a separate license.
Published versions
| Registry | Package | Version |
|---|---|---|
| crates.io | wickra |
0.1.4 |
| crates.io | wickra-core |
0.1.4 |
| crates.io | wickra-data |
0.1.4 |
| PyPI | wickra |
0.1.4 |
| npm | wickra |
0.1.4 |
| npm | wickra-wasm |
0.1.4 |
Release notes and tagged builds: https://github.com/kingchenc/wickra/releases.
Wiki contents
- Quickstart: Python —
pip install wickra, a batch RSI on a NumPy array, a streaming RSI loop, and the multi-column NaN pattern that MACD and friends share. - Quickstart: Rust —
cargo add wickra, batch and streaming via theIndicatorandBatchExttraits, and theChaincombinator. - Quickstart: Node —
npm install wickra, basicSMAandMACDcalls, and the current Windows install caveat (wickra-win32-x64-msvc@0.1.4is held by the npm spam filter). - Quickstart: WASM —
npm install wickra-wasm, building withwasm-pack, and running indicators client-side in a browser or bundler. - Data Layer — the
wickra-datacrate: the CSV reader, the tick-to-candle aggregator, the multi-timeframe resampler, and the Binance live feed. - Streaming vs Batch — the conceptual difference
between Wickra's O(1)
updateand the recompute-everything loops in batch-only libraries, with the benchmark numbers from the project README. - Warmup Periods — a verified table of every
indicator's
warmup_period(), plus the reasoning behind the off-by-one cases (RSI(14) needs 15 inputs because it needs 14 diffs). - Indicator Chaining —
Chain::new(first, second)and.then(third), with a worked EMA(14) → RSI(7) example and the rule for stacked warmups.
Indicator reference
Start with Indicators-Overview.md for the full
eight-family taxonomy and the shared Indicator trait surface. The
per-indicator pages below cover formulas, parameters, warmup behaviour, edge
cases, and verified Rust / Python / Node examples. They are grouped by family,
mirroring the indicators/<family>/ directory layout.
Moving Averages — smooth the price series to surface direction.
- Indicator-Sma.md
- Indicator-Ema.md
- Indicator-Wma.md
- Indicator-Dema.md
- Indicator-Tema.md
- Indicator-Hma.md
- Indicator-Kama.md
- Indicator-Smma.md
- Indicator-Trima.md
- Indicator-Zlema.md
- Indicator-T3.md
- Indicator-Vwma.md
Momentum Oscillators — measure the rate of price change.
- Indicator-Rsi.md
- Indicator-Stochastic.md
- Indicator-Cci.md
- Indicator-Roc.md
- Indicator-WilliamsR.md
- Indicator-Mfi.md
- Indicator-AwesomeOscillator.md
- Indicator-Mom.md
- Indicator-Cmo.md
- Indicator-Tsi.md
- Indicator-Pmo.md
- Indicator-StochRsi.md
- Indicator-UltimateOscillator.md
Trend & Directional — is there a trend, and which way?
- Indicator-MacdIndicator.md
- Indicator-Adx.md
- Indicator-Aroon.md
- Indicator-Trix.md
- Indicator-AroonOscillator.md
- Indicator-Vortex.md
- Indicator-MassIndex.md
- Indicator-ChoppinessIndex.md
- Indicator-VerticalHorizontalFilter.md
Price Oscillators — difference-of-averages momentum around zero.
- Indicator-Ppo.md
- Indicator-Dpo.md
- Indicator-Coppock.md
- Indicator-AcceleratorOscillator.md
- Indicator-BalanceOfPower.md
Volatility & Bands — dispersion measures and price envelopes.
- Indicator-Atr.md
- Indicator-BollingerBands.md
- Indicator-Keltner.md
- Indicator-Donchian.md
- Indicator-Natr.md
- Indicator-StdDev.md
- Indicator-UlcerIndex.md
- Indicator-HistoricalVolatility.md
- Indicator-BollingerBandwidth.md
- Indicator-PercentB.md
- Indicator-TrueRange.md
- Indicator-ChaikinVolatility.md
Trailing Stops — ATR-driven stop-loss trackers.
- Indicator-Psar.md
- Indicator-SuperTrend.md
- Indicator-ChandelierExit.md
- Indicator-ChandeKrollStop.md
- Indicator-AtrTrailingStop.md
Volume — price moves weighted or confirmed by traded volume.
- Indicator-Obv.md
- Indicator-Vwap.md
- Indicator-Adl.md
- Indicator-VolumePriceTrend.md
- Indicator-ChaikinMoneyFlow.md
- Indicator-ChaikinOscillator.md
- Indicator-ForceIndex.md
- Indicator-EaseOfMovement.md
Price Statistics — per-bar transforms and rolling regressions.
- Indicator-TypicalPrice.md
- Indicator-MedianPrice.md
- Indicator-WeightedClose.md
- Indicator-LinearRegression.md
- Indicator-LinRegSlope.md
- Indicator-ZScore.md
- Indicator-LinRegAngle.md
See also
- Source code: https://github.com/kingchenc/wickra
- Releases: https://github.com/kingchenc/wickra/releases
- Issue tracker: https://github.com/kingchenc/wickra/issues