Python Versions

Centaur Technical Indicators

A production-ready Python library providing 50+ technical indicators for financial analysis, built on a high-performance Rust backend.

Part of the CRT (Centaur Research & Technologies) ecosystem.

Looking for the Rust crate? See: ChironMind/CentaurTechnicalIndicators-Rust

Looking for the WASM bindings? See: ChironMind/CentaurTechnicalIndicators-JS

🚀 Getting Started

1. Install the package:

pip install centaur_technical_indicators

2. Calculate your first indicator:

import centaur_technical_indicators as cti

prices = [100.2, 100.46, 100.53, 100.38, 100.19]

ma = cti.moving_average.single.moving_average(
    prices,
    "simple"
)
print(f"Simple Moving Average: {ma}")

Expected output:

Simple Moving Average: 100.352

3. Explore more tutorials

🛠️ How-To Guides

Task-oriented guides for common problems and advanced scenarios.

📚 Reference

The API reference can be found here

Examples

A reference of how to call each function can be found in the tests:

Reference Examples

Clone and run:

$ source you_venv_location/bin/activate

$ pip3 install -r test_requirements.txt

$ maturin develop

$ pytest .

Library Structure

Modules based on their analysis areas (moving_average, momentum_indicators, strength_indicators...)
Most modules have both bulk and single sub-modules:
- bulk: Compute indicator over rolling periods, returns a list.
- single: Compute indicator for the entire list, returns a single value.
Exceptions (asymmetric shape):
- chart_trends — flat module (no single/bulk sub-modules; functions are top-level).
- volatility_indicators — volatility_system is bulk only; ulcer_index has both.
- other_indicators, strength_indicators, and trend_indicators are asymmetric (not every indicator has both variants).
types used to personalise the technical indicators (moving_average_type, deviation_model, constant_model_type...)

🧠 Explanation & Design

Why Centaur Technical Indicators?

Performance: Rust-powered backend for maximal speed, safety, and low overhead.
Configurability: Most indicators are highly customizable—tweak calculation methods, periods, or even use medians instead of means.
Breadth: Covers a wide range of technical indicators out of the box.
Advanced Use: Designed for users who understand technical analysis and want deep control.

Note: Some features may require background in technical analysis. See Investopedia: Technical Analysis for a primer.

📈 Available Indicators

All indicators are grouped and split into modules based on their analysis area.

Candle Indicators

Ichimoku Cloud, Moving Constant Bands/Envelopes, Donchian Channels, Keltner, Supertrend, McGinley Dynamic Envelopes, McGinley Dynamic Bands

Chart Trends

Trend break down, overall trends, peak/valley trends, peak favorable move, valley favorable move

Correlation Indicators

Correlate asset prices

Momentum Indicators

Chaikin Oscillator, CCI, MACD, Money Flow Index, On Balance Volume, ROC, RSI, Williams %R, Stochastic Oscillator, Slow Stochastic, Slowest Stochastic, Percentage Price Oscillator (PPO), Chande Momentum Oscillator (CMO), Signal Line (MACD signal), McGinley Dynamic Commodity Channel Index, McGinley Dynamic MACD Line

Moving Averages

McGinley Dynamic, Moving Average

Other Indicators

ROI, True Range, ATR, Internal Bar Strength, Positivity Indicator

Strength Indicators

Accumulation/Distribution, PVI, NVI, RVI, Volume Index

Trend Indicators

Aroon (Up/Down/Oscillator), Parabolic, DM, Volume-Price Trend, TSI

Volatility Indicators

Ulcer Index, Volatility System

Note on scope: Statistical primitives available in Python's statistics / math modules (the Rust basic_indicators surface) are intentionally not re-bound. Use the standard library directly for those.

📊 Performance Benchmarks

Want to know how fast the library runs in real-world scenarios?
We provide detailed, reproducible benchmarks using realistic OHLCV data and a variety of indicators.

Benchmarks summary (Raspberry Pi 5)

All results are produced on a Raspberry Pi 5 (RPi5) and reported as microseconds per call (min/mean/median) and derived ops/sec. Each suite is run in two modes:

single: run the indicator repeatedly for timing small, per-call latency
bulk: process larger arrays to measure throughput-oriented workloads

Headline observations from the momentum suite (large 10Y dataset)

Ultra‑lightweight indicators achieve sub‑microsecond latency per call:
- ROC single: ~0.11 µs (≈8.72e+06 ops/sec); bulk: ~86 µs (≈1.16e+04 ops/sec)
- OBV single: ~0.13 µs (≈7.85e+06 ops/sec); bulk: ~130 µs (≈7.7e+03 ops/sec)
RSI single-call latency ranges roughly 45–115 µs depending on averaging method; bulk ranges ~560–3600 µs
- Averaging method impact (fast → slow): simple/mean/exponential ≈ median < mode
Stochastic (fast/slow/slowest) single: ~36–98 µs; bulk: ~109–2600 µs (mode again the slowest)
CCI families:
- “standard/mean/median/mode” single calls mostly ~39–155 µs; bulk ~230–3600 µs
- “ulcer” variant is significantly heavier: single ~6.8–6.9 ms; bulk ~1.0–2.1 ms
MACD line and signal line single: ~32–80 µs; bulk: ~170–4,000+ µs depending on smoothing and dataset
- McGinley MACD line single is among the fastest (~32–33 µs); bulk ~300 µs
Chaikin Oscillator single: ~140–300 µs; bulk: ~500–2,900 µs
PPO single: ~36–151 µs; bulk: ~175–5,700 µs
CMO single: ~45 µs; bulk: ~505 µs

These patterns (simple/mean/exponential being fastest; median slightly slower; mode slowest; “ulcer” notably heavy) are consistent across indicator variants and hold across single vs bulk modes.

Small dataset: 1Y daily data Medium dataset: 5Y daily data Large dataset: 10Y daily data

Browse all benchmark tables

CentaurTechnicalIndicators-Python Benchmarks

(Your results may vary depending on platform and Python environment.)

🤝 Contributing

Contributions, bug reports, and feature requests are welcome!

💬 Community & Support

Start a discussion
File issues
Add your project to the Showcase

📰 Release Notes

Latest: See CHANGELOG.md for details.

Full changelog: See Releases for details

📄 License

MIT License. See LICENSE.

📚 More Documentation

This repository is part of a structured documentation suite:

📕 Tutorials: — See here
📘 How-To Guides: — See here
⏱️ Benchmarks: — See here
📙 Explanations: — tech.centaurresearchtechnologies.com
📗 Reference: — See here

Metadata

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Source distribution for centaur_technical_indicators 1.3.1
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_i686.whl
Size	727.2 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_armv7l.whl
Size	749.6 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARMv7l
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-musllinux_1_2_aarch64.whl
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Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	488.5 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	524.5 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	631.2 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ PowerPC 64-le
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	474.6 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	465.4 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl
Size	525.9 kB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.5+ x86-32
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-win_amd64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-win_amd64.whl
Size	340.3 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-win32.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-win32.whl
Size	321.0 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_x86_64.whl
Size	693.4 kB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_i686.whl
Size	727.4 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_armv7l.whl
Size	750.9 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-musllinux_1_2_aarch64.whl
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	487.1 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	523.8 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	632.8 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	476.5 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	467.3 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl
Size	525.5 kB
Tags	CPython 3.14 Linux glibc 2.5+ x86-32
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-macosx_11_0_arm64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-macosx_11_0_arm64.whl
Size	430.3 kB
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Release files / centaur_technical_indicators-1.3.1-cp314-cp314-macosx_10_12_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp314-cp314-macosx_10_12_x86_64.whl
Size	451.6 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-win_amd64.whl

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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_i686.whl

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Size	726.5 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_armv7l.whl
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-musllinux_1_2_aarch64.whl
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	485.6 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	523.4 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	631.2 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	474.7 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	466.0 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
Size	524.4 kB
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-macosx_11_0_arm64.whl
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Release files / centaur_technical_indicators-1.3.1-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp313-cp313-macosx_10_12_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-win_amd64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-win_amd64.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_i686.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_armv7l.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-musllinux_1_2_aarch64.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	523.1 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	629.7 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	475.1 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	465.9 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl
Size	524.6 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-macosx_11_0_arm64.whl
Size	428.7 kB
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Release files / centaur_technical_indicators-1.3.1-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp312-cp312-macosx_10_12_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-win_amd64.whl

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Size	345.0 kB
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_i686.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_armv7l.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-musllinux_1_2_aarch64.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	494.3 kB
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	527.6 kB
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	482.1 kB
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	472.7 kB
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-macosx_11_0_arm64.whl
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Release files / centaur_technical_indicators-1.3.1-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp311-cp311-macosx_10_12_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-win_amd64.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-win_amd64.whl
Size	345.0 kB
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_x86_64.whl
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_i686.whl
Size	737.9 kB
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_armv7l.whl
Size	757.7 kB
Tags	CPython 3.10 Linux musl 1.2+ ARMv7l
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Upload date	Jun 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-musllinux_1_2_aarch64.whl
Size	649.2 kB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
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Upload date	Jun 21, 2026
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Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	494.5 kB
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Upload date	Jun 21, 2026
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Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	528.0 kB
Tags	CPython 3.10 Linux glibc 2.17+ IBM System/390x
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Upload date	Jun 21, 2026
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Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	639.2 kB
Tags	CPython 3.10 Linux glibc 2.17+ PowerPC 64-le
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Upload date	Jun 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	482.0 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`cc29766bc2dd47a7f48cdeb125a0f6be38cc52e4169aa0286a4368162ff626b9`
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Upload date	Jun 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	473.0 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`b28826fb3a92d14149ea55ea54bb38380eea246dfcdae6b2f13ebb14ed11ec48`
BLAKE2b-256 checksum How to use checksums	`a78041de2656cc3e91811eb23229d75586cedf6307144a2c9dba4a4d9ee39156`
Upload date	Jun 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

Release files / centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	centaur_technical_indicators-1.3.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl
Size	535.7 kB
Tags	CPython 3.10 Linux glibc 2.5+ x86-32
SHA-256 checksum How to use checksums	`67587da7610d6a3736acc7731e5aad0a5c6dc2b12ed47ef765eb1036df712ab4`
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Upload date	Jun 21, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`uv/0.11.23 {"installer":{"name":"uv","version":"0.11.23","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}`

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Jun 21, 2026 89 release files No provenance

centaur_technical_indicators 1.3.1