Content
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<h1 align="center">
Best-of Algorithmic Trading
<br>
</h1>
<p align="center"><strong>Repository:</strong> <a href="https://github.com/PlaceNL2026/best-of-algorithmic-trading">github.com/PlaceNL2026/best-of-algorithmic-trading</a></p>
<p align="center">
<strong>🏆 A ranked list of open-source algorithmic trading projects—bots, frameworks, APIs, indicators, books, courses, and communities—kept up to date on a regular schedule.</strong>
</p>
<p align="center">
<a href="https://best-of.org" title="Best-of Badge"><img src="http://bit.ly/3o3EHNN"></a>
<a href="#contents" title="Project count"><img src="https://img.shields.io/badge/projects-109-blue.svg?color=5ac4bf"></a>
<a href="#contribution" title="Contributions welcome"><img src="https://img.shields.io/badge/contributions-welcome-green.svg"></a>
<a href="https://github.com/PlaceNL2026/best-of-algorithmic-trading/releases" title="Last update"><img src="https://img.shields.io/github/release-date/PlaceNL2026/best-of-algorithmic-trading?color=green&label=updated"></a>
</p>
[](https://stand-with-ukraine.pp.ua/)
**What you get:** **109** curated projects across **7** categories, with roughly **310K** combined GitHub stars. Rankings use an automated **quality score** built from GitHub activity, package-manager stats, and other public signals (see the [best-of generator](https://github.com/best-of-lists/best-of-generator) ecosystem for details).
**How to use this list:** Browse by category below, follow the links to projects you care about, and always verify licenses and activity before depending on something in production.
**Want to suggest a project?** Open an [issue](https://github.com/PlaceNL2026/best-of-algorithmic-trading/issues/new/choose), send a [pull request](https://github.com/PlaceNL2026/best-of-algorithmic-trading/pulls), or edit [`projects.yaml`](https://github.com/PlaceNL2026/best-of-algorithmic-trading/edit/main/projects.yaml) directly. Contributions are welcome.
> Discover more [best-of lists](https://best-of.org) or [create your own](https://github.com/best-of-lists/best-of/blob/main/create-best-of-list.md).
## Contents
- [Bots & Frameworks](#bots--frameworks) _23 projects_
- [Libraries & API](#libraries--api) _28 projects_
- [Technical analysis & Indicators](#technical-analysis--indicators) _10 projects_
- [Books](#books) _19 projects_
- [Youtube](#youtube) _10 projects_
- [Courses](#courses) _8 projects_
- [Communities](#communities) _3 projects_
## Explanation
- 🥇🥈🥉 Combined project-quality score
- ⭐️ Star count from GitHub
- 🐣 New project _(less than 6 months old)_
- 💤 Inactive project _(6 months no activity)_
- 💀 Dead project _(12 months no activity)_
- 📈📉 Project is trending up or down
- ➕ Project was recently added
- ❗️ Warning _(e.g. missing/risky license)_
- 👨💻 Contributors count from GitHub
- 🔀 Fork count from GitHub
- 📋 Issue count from GitHub
- ⏱️ Last update timestamp on package manager
- 📥 Download count from package manager
- 📦 Number of dependent projects
- <img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"> Python projects
- <img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"> NodeJS projects
- <img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_js_official_icon_130509.png" style="display:inline;" width="13" height="13"> JavaScript projects
- <img src="https://cdn.icon-icons.com/icons2/7/PNG/128/mimetypes_cppsource_c_341.png" style="display:inline;" width="13" height="13"> C projects
- <img src="https://cdn.icon-icons.com/icons2/2148/PNG/512/c_icon_132529.png" style="display:inline;" width="13" height="13"> C++ projects
- <img src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Logo_C_sharp.svg/1200px-Logo_C_sharp.svg.png" style="display:inline;" width="13" height="13"> C# projects
- <img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_php_icon_130266.png" style="display:inline;" width="13" height="13"> PHP projects
- <img src="https://cdn.icon-icons.com/icons2/195/PNG/256/Java_23404.png" style="display:inline;" width="13" height="13"> Java projects
- <img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"> Rust projects
- <img src="https://cdn.icon-icons.com/icons2/2699/PNG/512/golang_gopher_src_logo_icon_168155.png" style="display:inline;" width="13" height="13"> Go projects
- <img src="https://cdn.icon-icons.com/icons2/923/PNG/512/telegram_icon-icons.com_72055.png" style="display:inline;" width="13" height="13"> Telegram
<br>
## Bots & Frameworks
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/freqtrade/freqtrade">Freqtrade</a></b> (🥇33 · ⭐ 48K) - Free, open source crypto trading bot. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/freqtrade/freqtrade) (👨💻 390 · 🔀 9.8K · 📦 130 · 📋 5.6K - 0% open · ⏱️ 26.03.2026):
```
git clone https://github.com/freqtrade/freqtrade
```
</details>
<details><summary><b><a href="https://github.com/hummingbot/hummingbot">Hummingbot</a></b> (🥇32 · ⭐ 18K) - Open source software that helps you create and deploy high-.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/hummingbot/hummingbot) (👨💻 310 · 🔀 4.3K · 📥 64 · 📦 16 · 📋 3.4K - 8% open · ⏱️ 02.03.2026):
```
git clone https://github.com/hummingbot/hummingbot
```
</details>
<details><summary><b><a href="https://github.com/StockSharp/StockSharp">StockSharp</a></b> (🥇31 · ⭐ 9.4K) - Algorithmic trading and quantitative trading open source.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Logo_C_sharp.svg/1200px-Logo_C_sharp.svg.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/StockSharp/StockSharp) (👨💻 27 · 🔀 2K · 📥 11K · 📦 21 · 📋 180 - 4% open · ⏱️ 24.03.2026):
```
git clone https://github.com/StockSharp/StockSharp
```
</details>
<details><summary><b><a href="https://github.com/QuantConnect/Lean">Lean</a></b> (🥈30 · ⭐ 18K) - Lean Algorithmic Trading Engine by QuantConnect (Python, C#). <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Logo_C_sharp.svg/1200px-Logo_C_sharp.svg.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/QuantConnect/Lean) (👨💻 230 · 🔀 4.5K · 📦 21 · 📋 3.6K - 6% open · ⏱️ 25.03.2026):
```
git clone https://github.com/QuantConnect/Lean
```
</details>
<details><summary><b><a href="https://github.com/Drakkar-Software/OctoBot">OctoBot</a></b> (🥈25 · ⭐ 5.5K) - Free open source crypto trading bot to automate AI, Grid, DCA.. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/Drakkar-Software/OctoBot) (👨💻 26 · 🔀 1.1K · 📥 31K · 📋 800 - 13% open · ⏱️ 17.03.2026):
```
git clone https://github.com/Drakkar-Software/OctoBot
```
</details>
<details><summary><b><a href="https://github.com/jesse-ai/jesse">Jesse</a></b> (🥈22 · ⭐ 7.6K) - An advanced crypto trading bot written in Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/jesse-ai/jesse) (👨💻 53 · 🔀 1.1K · 📦 6 · 📋 140 - 3% open · ⏱️ 21.03.2026):
```
git clone https://github.com/jesse-ai/jesse
```
</details>
<details><summary><b><a href="https://github.com/Haehnchen/crypto-trading-bot">Crypto Trading Bot</a></b> (🥉19 · ⭐ 3.5K) - Cryptocurrency trading bot in javascript for Bitfinex,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/Haehnchen/crypto-trading-bot) (👨💻 17 · 🔀 970 · 📋 210 - 51% open · ⏱️ 01.03.2026):
```
git clone https://github.com/Haehnchen/crypto-trading-bot
```
</details>
<details><summary><b><a href="https://github.com/alexanderwanyoike/the0">the0</a></b> (🥉19 · ⭐ 210) - Open Source Algorithmic Trading Engine. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://cdn.icon-icons.com/icons2/2148/PNG/512/c_icon_132529.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://upload.wikimedia.org/wikipedia/commons/thumb/b/bd/Logo_C_sharp.svg/1200px-Logo_C_sharp.svg.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/alexanderwanyoike/the0) (👨💻 6 · 🔀 25 · 📥 140 · 📋 52 - 32% open · ⏱️ 23.03.2026):
```
git clone https://github.com/alexanderwanyoike/the0
```
</details>
<details><summary><b><a href="https://github.com/Erio-Harrison/rust-trade">Rust Trade</a></b> (🥉11 · ⭐ 400) - A quantitative trading system built with Rust. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/Erio-Harrison/rust-trade) (🔀 83 · ⏱️ 23.12.2025):
```
git clone https://github.com/Erio-Harrison/rust-trade
```
</details>
<details><summary>Show 14 hidden projects...</summary>
- <b><a href="https://github.com/askmike/gekko">Gekko</a></b> (🥈29 · ⭐ 10K · 💀) - A bitcoin trading bot written in node - https://gekko.wizb.it/. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/Superalgos/Superalgos">Superalgos</a></b> (🥈25 · ⭐ 5.4K · 💀) - Free, open-source crypto trading bot, automated bitcoin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/DeviaVir/zenbot">Zenbot</a></b> (🥈24 · ⭐ 8.3K · 💀) - Zenbot is a command-line cryptocurrency trading bot using Node.js.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/CryptoSignal/Crypto-Signal">Crypto Signal</a></b> (🥉19 · ⭐ 5.5K · 💀) - Github.com/CryptoSignal - Trading & Technical Analysis.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ctubio/Krypto-trading-bot">K</a></b> (🥉19 · ⭐ 3.7K · 💀) - Self-hosted crypto trading bot (automated high frequency market.. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2148/PNG/512/c_icon_132529.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/stellar-deprecated/kelp">Kelp</a></b> (🥉19 · ⭐ 1.1K · 💀) - Kelp is a free and open-source trading bot for the Stellar.. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2699/PNG/512/golang_gopher_src_logo_icon_168155.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/bitcoinvsalts/node-binance-trader">Node Binance Trader NBT</a></b> (🥉17 · ⭐ 1.2K · 💀) - Cryptocurrency Trading Strategy & Portfolio.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/JulyIghor/QtBitcoinTrader">Qt Bitcoin Trader</a></b> (🥉15 · ⭐ 790 · 💤) - Secure multi crypto exchange trading client. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2148/PNG/512/c_icon_132529.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/magic8bot/magic8bot">Magic8bot</a></b> (🥉14 · ⭐ 400 · 💀) - Magic8bot is a cryptocurrency trading bot using Node.js and.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/Ekliptor/WolfBot">WolfBot</a></b> (🥉13 · ⭐ 770 · 💀) - Crypto currency trading bot written in TypeScript for.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/wolfinch/wolfinch">Wolfinch</a></b> (🥉12 · ⭐ 270 · 💀) - Wolfinch is your friendly trader Bot written in Python. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tiagosiebler/TriangularArbitrage">TriangularArbitrage</a></b> (🥉11 · ⭐ 600 · 💀) - Detect triangular arbitrage opportunities within.. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/squidKid-deluxe/QTradeX-Algo-Trading-SDK">QTradeX</a></b> (🥉9 · ⭐ 60) - AI-powered SDK featuring algorithmic trading, backtesting,.. <code>❗Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/gabriel-milan/btrader">bTrader</a></b> (🥉8 · ⭐ 330 · 💀) - Triangle arbitrage trading bot for Binance. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Libraries & API
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/ccxt/ccxt">CCXT</a></b> (🥇46 · ⭐ 42K) - A cryptocurrency trading API with more than 100 exchanges in.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_php_icon_130266.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/ccxt/ccxt) (👨💻 880 · 🔀 8.3K · 📦 6.2K · 📋 11K - 7% open · ⏱️ 26.03.2026):
```
git clone https://github.com/ccxt/ccxt
```
- [npm](https://www.npmjs.com/package/ccxt) (📥 260K / month):
```
npm install ccxt
```
</details>
<details><summary><b><a href="https://github.com/tiagosiebler/binance">Node.js & Typescript Binance API SDK</a></b> (🥇32 · ⭐ 920) - Node.js & JavaScript SDK for Binance REST APIs &.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tiagosiebler/binance) (👨💻 74 · 🔀 270 · 📦 1.3K · 📋 260 - 5% open · ⏱️ 25.03.2026):
```
git clone https://github.com/tiagosiebler/binance
```
- [npm](https://www.npmjs.com/package/binance) (📥 23K / month):
```
npm install binance
```
</details>
<details><summary><b><a href="https://github.com/tiagosiebler/bybit-api">Node.js & Typescript Bybit API SDK</a></b> (🥇30 · ⭐ 340) - Node.js SDK for the Bybit APIs and WebSockets, with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tiagosiebler/bybit-api) (👨💻 39 · 🔀 100 · 📦 570 · 📋 190 - 1% open · ⏱️ 11.03.2026):
```
git clone https://github.com/tiagosiebler/bybit-api
```
- [npm](https://www.npmjs.com/package/bybit-api) (📥 88K / month):
```
npm install bybit-api
```
</details>
<details><summary><b><a href="https://github.com/sammchardy/python-binance">python-binance</a></b> (🥈28 · ⭐ 7.1K · 📈) - Binance Exchange API python implementation for.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/sammchardy/python-binance) (👨💻 190 · 🔀 1.9K · 📦 20 · 📋 1.2K - 42% open · ⏱️ 24.03.2026):
```
git clone https://github.com/sammchardy/python-binance
```
</details>
<details><summary><b><a href="https://github.com/ccxt/node-binance-api">Node Binance API</a></b> (🥈28 · ⭐ 1.7K) - Node Binance API is an asynchronous node.js library for.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/ccxt/node-binance-api) (👨💻 100 · 🔀 620 · 📦 3.1K · 📋 690 - 38% open · ⏱️ 18.03.2026):
```
git clone https://github.com/jaggedsoft/node-binance-api
```
</details>
<details><summary><b><a href="https://github.com/tiagosiebler/okx-api">Node.js & Typescript OKX (OKEX) API SDK</a></b> (🥈24 · ⭐ 160) - Node.js SDK for the OKX APIs and WebSockets, with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/tiagosiebler/okx-api) (👨💻 17 · 🔀 48 · 📦 97 · 📋 40 - 2% open · ⏱️ 10.03.2026):
```
git clone https://github.com/tiagosiebler/okx-api
```
- [npm](https://www.npmjs.com/package/okx-api) (📥 13K / month):
```
npm install okx-api
```
</details>
<details><summary><b><a href="https://github.com/goldmansachs/gs-quant">gs-quant</a></b> (🥈23 · ⭐ 10K · ➕) - Python toolkit for quantitative finance. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code></summary>
- [GitHub](https://github.com/goldmansachs/gs-quant) (👨💻 29 · 🔀 1.3K · 📋 42 - 45% open · ⏱️ 26.03.2026):
```
git clone https://github.com/goldmansachs/gs-quant
```
</details>
<details><summary><b><a href="https://github.com/nkaz001/hftbacktest">hftbacktest</a></b> (🥈20 · ⭐ 3.9K · ➕) - Free, open source, a high frequency trading and market.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/nkaz001/hftbacktest) (👨💻 25 · 🔀 740 · 📦 7 · 📋 200 - 5% open · ⏱️ 23.12.2025):
```
git clone https://github.com/nkaz001/hftbacktest
```
</details>
<details><summary><b><a href="https://github.com/avhz/RustQuant">RustQuant</a></b> (🥈20 · ⭐ 1.7K · ➕) - Rust library for quantitative finance. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/avhz/RustQuant) (👨💻 47 · 🔀 190 · 📦 25 · 📋 130 - 19% open · ⏱️ 14.01.2026):
```
git clone https://github.com/avhz/RustQuant
```
</details>
<details><summary><b><a href="https://github.com/jrmeier/fast-trade">Fast Trade</a></b> (🥉16 · ⭐ 540) - low code backtesting library utilizing pandas and.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/jrmeier/fast-trade) (👨💻 5 · 🔀 59 · 📦 3 · 📋 7 - 14% open · ⏱️ 11.03.2026):
```
git clone https://github.com/jrmeier/fast-trade
```
</details>
<details><summary>Show 18 hidden projects...</summary>
- <b><a href="https://github.com/quantopian/zipline">zipline</a></b> (🥈29 · ⭐ 20K · 💀) - Zipline, a Pythonic Algorithmic Trading Library. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tiagosiebler/bitget-api">Node.js & Typescript Bitget API SDK</a></b> (🥈23 · ⭐ 71) - Node.js SDK for the Bitget APIs and WebSockets, with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/scrtlabs/catalyst">Catalyst</a></b> (🥈22 · ⭐ 2.6K · 💀) - An Algorithmic Trading Library for Crypto-Assets in Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/trustwallet/blockatlas">Block Atlas by Trust Wallet</a></b> (🥈20 · ⭐ 380 · 💀) - Clean and lightweight cross-chain transaction API. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2699/PNG/512/golang_gopher_src_logo_icon_168155.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/altangent/ccxws">CryptoCurrency eXchange WebSockets</a></b> (🥉19 · ⭐ 640 · 💀) - WebSocket client for 38 cryptocurrency exchanges. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/mementum/backtrader">backtrader</a></b> (🥉18 · ⭐ 21K · 💀) - Python Backtesting library for trading strategies. <code><a href="http://bit.ly/2M0xdwT">❗️GPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/stefan-jansen/machine-learning-for-trading">machine-learning-for-trading</a></b> (🥉17 · ⭐ 17K · 💀) - Code for Machine Learning for Algorithmic Trading,.. <code>❗Unlicensed</code>
- <b><a href="https://github.com/binance-exchange/binance-java-api">binance-java-api</a></b> (🥉16 · ⭐ 820 · 💀) - binance-java-api is a lightweight Java library for.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/195/PNG/256/Java_23404.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/hugues31/coinnect">Coinnect</a></b> (🥉16 · ⭐ 150 · 💀) - Coinnect is a Rust library aiming to provide a complete access.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tiagosiebler/ftx-api">ftx-api</a></b> (🥉15 · ⭐ 120 · 💀) - Node.js connector for the FTX.com & FTX.us APIs and WebSockets,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/aloysius-pgast/crypto-exchanges-gateway">crypto-exchanges-gateway</a></b> (🥉14 · ⭐ 610 · 💀) - Your gateway to the world of crypto !. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/binance-exchange/binance-api-node">binance-api-node</a></b> (🥉14 · ⭐ 560 · 💀) - A complete and heavily tested API wrapper for the.. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/arshka/pykalshi">pykalshi</a></b> (🥉10 · ⭐ 65 · 🐣) - Unofficial Python client for Kalshis prediction markets API. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/zbarge/stocklook">stocklook</a></b> (🥉9 · ⭐ 170 · 💀) - crypto currency library for trading & market making bots,.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/tiagosiebler/orderflow">Orderflow</a></b> (🥉9 · ⭐ 65 · 💤) - An Orderflow trade aggregator that builds Footprint Candles by.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/IOfate/kucoin-ws">KuCoin WS</a></b> (🥉7 · ⭐ 8 · 💀) - Node.js websocket client for KuCoin. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/IOfate/bitpanda-ws">BitPanda WS</a></b> (🥉5 · ⭐ 6 · 💀) - Node.js websocket client for BitPanda. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://gitlab.com/cdlr75/aio-kraken-ws">aio-kraken-ws</a></b> ( ⭐ 1 · 💀) - Get ohlc from kraken web sockets. Documentation.. <code>❗Unlicensed</code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Technical analysis & Indicators
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
<details><summary><b><a href="https://github.com/TA-Lib/ta-lib-python">TA-Lib</a></b> (🥇30 · ⭐ 12K) - Python wrapper for TA-Lib (http://ta-lib.org/). <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/TA-Lib/ta-lib-python) (👨💻 40 · 🔀 1.9K · 📥 3.4K · 📋 640 - 20% open · ⏱️ 16.03.2026):
```
git clone https://github.com/mrjbq7/ta-lib
```
- [PyPi](https://pypi.org/project/TA-Lib) (📥 670K / month):
```
pip install TA-Lib
```
- [Conda](https://anaconda.org/anaconda/ta-lib):
```
conda install -c anaconda ta-lib
```
</details>
<details><summary><b><a href="https://github.com/bukosabino/ta">Technical Analysis Library in Python</a></b> (🥇29 · ⭐ 4.9K) - Technical Analysis Library using Pandas and Numpy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code></summary>
- [GitHub](https://github.com/bukosabino/ta) (👨💻 34 · 🔀 1.1K · 📦 10K · 📋 220 - 53% open · ⏱️ 18.03.2026):
```
git clone https://github.com/bukosabino/ta
```
- [PyPi](https://pypi.org/project/ta) (📥 740K / month):
```
pip install ta
```
</details>
<details><summary>Show 8 hidden projects...</summary>
- <b><a href="https://github.com/peerchemist/finta">FinTA (Financial Technical Analysis)</a></b> (🥈24 · ⭐ 2.2K · 💀) - Common financial technical indicators implemented in.. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ta4j/ta4j">ta4j</a></b> (🥈22 · ⭐ 2.4K) - A Java library for technical analysis. <code>❗Unlicensed</code> <code><img src="https://cdn.icon-icons.com/icons2/195/PNG/256/Java_23404.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/anandanand84/technicalindicators">TechnicalIndicators</a></b> (🥈20 · ⭐ 2.4K · 💀) - A javascript technical indicators written in.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_js_official_icon_130509.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/kylejusticemagnuson/pyti">pyti</a></b> (🥉17 · ⭐ 660 · 💀) - Python library of various financial technical indicators. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.python.org/static/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/sdcoffey/techan">Techan</a></b> (🥉15 · ⭐ 890 · 💀) - Technical Analysis Library for Golang. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2699/PNG/512/golang_gopher_src_logo_icon_168155.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/TulipCharts/tulipindicators">Tulip Indicators</a></b> (🥉14 · ⭐ 940 · 💀) - Technical Analysis Indicator Function Library in C. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code> <code><img src="https://cdn.icon-icons.com/icons2/7/PNG/128/mimetypes_cppsource_c_341.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/greyblake/ta-rs">Technical Analysis for Rust</a></b> (🥉11 · ⭐ 840 · 💀) - Technical analysis library for Rust language. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2107/PNG/512/file_type_rust_icon_130185.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/TulipCharts/tulipnode">Tulip Node</a></b> (🥉11 · ⭐ 510 · 💀) - Tulip Node is the official node.js wrapper for Tulip.. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code> <code><img src="https://cdn.icon-icons.com/icons2/2415/PNG/512/nodejs_plain_logo_icon_146409.png" style="display:inline;" width="13" height="13"></code>
</details>
<br>
## Books
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗 <b><a href="https://a.co/d/clZdkkf">ALGO TRADING CHEAT CODES</a></b> - Techniques For Traders To Quickly And Efficiently Develop Better..
🔗 <b><a href="https://a.co/d/4QI2fDU">Entry and Exit Confessions of a Champion Trader</a></b> - 52 Ways A Professional Speculator Gets In And Out Of..
🔗 <b><a href="https://a.co/d/fpqbVFq">Introduction To Algo Trading</a></b> - How Retail Traders Can Successfully Compete With Professional..
🔗 <b><a href="https://a.co/d/6C7tyK8">Algo Trading 2022</a></b> - Techniques and Algorithmic Trading Systems for Successful Investing.
🔗 <b><a href="https://a.co/d/c1cWdjY">Machine Learning for Algorithmic Trading</a></b> - Predictive models to extract signals from market and..
🔗 <b><a href="https://a.co/d/6z9xiIB">Algorithmic Trading</a></b> - A Practitioners Guide.
🔗 <b><a href="https://a.co/d/dr8n0VV">Developing High-Frequency Trading Systems</a></b> - Learn how to implement high-frequency trading from..
🔗 <b><a href="https://a.co/d/3qRbZEe">Algorithmic Trading: Winning Strategies and Their Rationale</a></b> - Winning Strategies and Their Rationale.
🔗 <b><a href="https://a.co/d/3g8wHDC">Python for Algorithmic Trading</a></b> - From Idea to Cloud Deployment.
🔗 <b><a href="https://a.co/d/8AKZ81H">Quantitative Trading</a></b> - How to Build Your Own Algorithmic Trading Business (Wiley Trading).
🔗 <b><a href="https://a.co/d/0BG4zaW">Algorithmic Trading with Interactive Brokers</a></b> - (Python and C++).
🔗 <b><a href="https://a.co/d/70Kf40O">Automated Stock Trading Systems</a></b> - A Systematic Approach for Traders to Make Money in Bull, Bear..
🔗 <b><a href="https://www.amazon.com/Inside-Black-Box-Quantitative-Frequency-ebook/dp/B00BZ9WAVW">Inside the Black Box</a></b> - A Simple Guide to Quantitative and High Frequency Trading (Wiley Finance Book..
🔗 <b><a href="https://a.co/d/csmbxM7">Finding Alphas</a></b> - A Quantitative Approach to Building Trading Strategies 1st Edition.
🔗 <b><a href="https://a.co/d/htjHUd6">Algorithmic Trading and DMA</a></b> - An introduction to direct access trading strategies.
🔗 <b><a href="https://a.co/d/401HtW6">Building Winning Algorithmic Trading Systems</a></b> - A Traders Journey From Data Mining to Monte Carlo..
🔗 <b><a href="https://a.co/d/fvl0twW">Python for Finance</a></b> - Mastering Data-Driven Finance 2nd Edition.
🔗 <b><a href="https://a.co/d/7FTaLDf">Technical Analysis Explained, Fifth Edition</a></b> - The Successful Investors Guide to Spotting Investment..
🔗 <b><a href="https://a.co/d/irZteKp">Quantitative Investing</a></b> - Strategies to exploit stock market anomalies for all investors.
<br>
## Youtube
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗 <b><a href="https://www.youtube.com/@AlgoAdvantage">The Algorithmic Advantage</a></b> - Welcome to The Algorithmic Advantage podcast!.
🔗 <b><a href="https://www.youtube.com/@StatOasis">Ali Casey | StatOasis</a></b> - Welcome to StatOasis your go-to hub for mastering algorithmic trading and..
🔗 <b><a href="https://www.youtube.com/@parttimelarry">Part Time Larry</a></b> - Write programs to analyze, visualize, integrate, and utilize market data, APIs, and..
🔗 <b><a href="https://www.youtube.com/@moondevonyt">Moon Dev</a></b> - I like coding & finance a lot and i really love teaching!.
🔗 <b><a href="https://www.youtube.com/@CodingJesus">Coding Jesus</a></b> - Channels purpose is to shine a positive light on the often difficult to navigate world..
🔗 <b><a href="https://www.youtube.com/@TheArtofTrading">The Art of Trading</a></b> - Strategy creation, Pine Script coding and of course my personal favorite -..
🔗 <b><a href="https://www.youtube.com/@AlgoTradingWithKevinDavey">Algo Trading With Kevin Davey</a></b> - Futures trading, trading systems, trading strategies and also..
🔗 <b><a href="https://www.youtube.com/@saleh.m">Algo-trading with Saleh</a></b> - Practical tutorials about algo-trading with Python.
🔗 <b><a href="https://www.youtube.com/@TradeSmart22">TradeSmart</a></b> - Backtesting and optimizing day trading strategies.
🔗 <b><a href="https://www.youtube.com/@ecoengineering7535">EcoEngineering</a></b> - Algorithmic trading and optimizing the trading strategies by using MQL and Python..
<br>
## Courses
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗 <b><a href="https://www.udemy.com/course/algorithmic-trading-with-python-and-machine-learning/">Algorithmic Trading A-Z with Python, Machine Learning & AWS</a></b> - Build your own truly Data-driven Day Trading Bot |..
🔗 <b><a href="https://www.coursera.org/specializations/investment-management-python-machine-learning">Investment Management with Python and Machine Learning Specialization</a></b> - Write custom Python code and use existing Python..
🔗 <b><a href="https://www.udemy.com/course/algorithmic-trading-on-zerodha-kiteconnect-platform/">Algorithmic Trading on KiteConnect Platform</a></b> - Design and deploy trading strategies on Kiteconnect..
🔗 <b><a href="https://www.udemy.com/course/complete-algorthmic-forex-trading-and-back-testing-system/">Complete algorithmic forex trading and back testing system</a></b> - Develop robust systems for trading, backtesting, web..
🔗 <b><a href="https://www.udemy.com/course/algorithmic-trading-quantitative-analysis-using-python/">Algorithmic Trading & Quantitative Analysis Using Python</a></b> - Build fully automated trading system and Implement..
🔗 <b><a href="https://www.udemy.com/course/technical-analysis-with-python-for-algorithmic-trading/">Technical Analysis with Python for Algorithmic Trading</a></b> - Use Technical Analysis and Indicators for (Day)..
🔗 <b><a href="https://www.udemy.com/course/cryptocurrency-algorithmic-trading-with-python-and-binance/">Cryptocurrency Algorithmic Trading with Python and Binance</a></b> - Create powerful Trading Strategies and fully..
🔗 <b><a href="https://www.udemy.com/course/forex-algorithmic-trading-course-code-a-forex-robot/">Forex Algorithmic Trading Course: Code a Forex Robot!</a></b> - Build a Completely Automated Trading Robot (Expert..
<br>
## Communities
<a href="#contents"><img align="right" width="15" height="15" src="https://git.io/JtehR" alt="Back to top"></a>
🔗 <b><a href="https://t.me/nodetraders">Node.js Algo Traders</a></b> - Collaborate in the world of algo trading with fellow.. <code><img src="https://cdn.icon-icons.com/icons2/923/PNG/512/telegram_icon-icons.com_72055.png" style="display:inline;" width="13" height="13"></code>
🔗 <b><a href="https://t.me/algotradingcrypto">Algotrading Crypto</a></b> - Ideas, tools, strategies discussion. <code><img src="https://cdn.icon-icons.com/icons2/923/PNG/512/telegram_icon-icons.com_72055.png" style="display:inline;" width="13" height="13"></code>
🔗 <b><a href="https://t.me/pinescripters">PineScripters</a></b> - The biggest and most active independent community of TradingView programmers in.. <code><img src="https://cdn.icon-icons.com/icons2/923/PNG/512/telegram_icon-icons.com_72055.png" style="display:inline;" width="13" height="13"></code>
---
## Related resources
- [**Best-of.org**](https://best-of.org): More ranked lists of open-source projects across many topics.
## Contribution
Contributions are encouraged. You can:
- Use the [issue templates](https://github.com/PlaceNL2026/best-of-algorithmic-trading/issues/new/choose) to propose additions or corrections.
- Edit [`projects.yaml`](https://github.com/PlaceNL2026/best-of-algorithmic-trading/blob/main/projects.yaml) and open a pull request (or use the [GitHub web editor](https://github.com/PlaceNL2026/best-of-algorithmic-trading/edit/main/projects.yaml)).
Metadata and markdown generation use the [best-of-generator](https://github.com/best-of-lists/best-of-generator) family of tools. Guidelines: [CONTRIBUTING.md](https://github.com/PlaceNL2026/best-of-algorithmic-trading/blob/main/CONTRIBUTING.md) and [Code of Conduct](https://github.com/PlaceNL2026/best-of-algorithmic-trading/blob/main/.github/CODE_OF_CONDUCT.md).
### For maintainers (TypeScript checks)
This repo includes a small **TypeScript** validator for `projects.yaml` (schema, categories, labels, duplicate IDs). After cloning:
```bash
npm install
npm run check # compile + validate projects.yaml
```
CI runs the same check on relevant changes. Fixing validation errors before merging keeps the list consistent.
## License
[](https://creativecommons.org/licenses/by-sa/4.0/)
