<div align="center">
<br>
<p align="center">
<img src="assets/jesse-logo.png" alt="Jesse" height="72" />
</p>
<p align="center">
Algo-trading was 😵💫, we made it 🤩
</p>
</div>
# Jesse
[](https://pypi.org/project/jesse)
[](https://pepy.tech/project/jesse)
[](https://hub.docker.com/r/salehmir/jesse)
[](https://github.com/jesse-ai/jesse)
[](https://codecov.io/gh/jesse-ai/jesse)
---
Jesse is an advanced crypto trading framework that aims to **simplify** **researching** and defining **YOUR OWN trading strategies** for backtesting, optimizing, and live trading.
## What is Jesse?
Watch this video to get a quick overview of Jesse:
[](https://www.youtube.com/watch?v=0EqN3OOqeJM)
## Why Jesse?
In short, Jesse is more **accurate** than other solutions, and way more **simple**.
In fact, it is so simple that in case you already know Python, you can get started today, in **matter of minutes**, instead of **weeks and months**.
## Key Features
- 📝 **Simple Syntax**: Define both simple and advanced trading strategies with the simplest syntax in the fastest time.
- 📊 **Comprehensive Indicator Library**: Access a complete library of technical indicators with easy-to-use syntax.
- 📈 **Smart Ordering**: Supports market, limit, and stop orders, automatically choosing the best one for you.
- ⏰ **Multiple Timeframes and Symbols**: Backtest and livetrade multiple timeframes and symbols simultaneously without look-ahead bias.
- 🔒 **Self-Hosted and Privacy-First**: Designed with your privacy in mind, fully self-hosted to ensure your trading strategies and data remain secure.
- 🛡️ **Risk Management**: Built-in helper functions for robust risk management.
- 📋 **Metrics System**: A comprehensive metrics system to evaluate your trading strategy's performance.
- 🔍 **Debug Mode**: Observe your strategy in action with a detailed debug mode.
- 🔧 **Optimize Mode**: Fine-tune your strategies using AI, without needing a technical background.
- 📈 **Leveraged and Short-Selling**: First-class support for leveraged trading and short-selling.
- 🔀 **Partial Fills**: Supports entering and exiting positions in multiple orders, allowing for greater flexibility.
- 🔔 **Advanced Alerts**: Create real-time alerts within your strategies for effective monitoring.
- 🤖 **JesseGPT**: Jesse has its own GPT, JesseGPT, that can help you write strategies, optimize them, debug them, and much more.
- 🔧 **Built-in Code Editor**: Write, edit, and debug your strategies with a built-in code editor.
- 📺 **Youtube Channel**: Jesse has a Youtube channel with screencast tutorials that go through example strategies step by step.
## Example Strategy
```py
class SMACrossover(Strategy):
@property
def slow_sma(self):
return ta.sma(self.candles, 200)
@property
def fast_sma(self):
return ta.sma(self.candles, 50)
def should_long(self) -> bool:
# Fast SMA above Slow SMA
return self.fast_sma > self.slow_sma
def should_short(self) -> bool:
# Fast SMA below Slow SMA
return self.fast_sma < self.slow_sma
def go_long(self):
# Open long position and use entire balance to buy
qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate)
self.buy = qty, self.price
def go_short(self):
# Open short position and use entire balance to sell
qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate)
self.sell = qty, self.price
def update_position(self):
# If there exist long position, but the signal shows Death Cross, then close the position, and vice versa.
if self.is_long and self.fast_sma < self.slow_sma:
self.liquidate()
if self.is_short and self.fast_sma > self.slow_sma:
self.liquidate()
```
## Getting Started
Head over to the "getting started" section of the [documentation](https://docs.jesse.trade/docs/getting-started). The
documentation is **short yet very informative**.
## Resources
- [⚡️ Website](https://jesse.trade)
- [🎓 Documentation](https://docs.jesse.trade)
- [🎥 Youtube channel (screencast tutorials)](https://jesse.trade/youtube)
- [🛟 Help center](https://jesse.trade/help)
- [💬 Discord community](https://jesse.trade/discord)
- [🤖 JesseGPT](https://jesse.trade/gpt) (Requires a free account)
## What's next?
You can see the project's **[roadmap here](https://docs.jesse.trade/docs/roadmap.html)**. **Subscribe** to our mailing list at [jesse.trade](https://jesse.trade) to get the good stuff as soon they're released. Don't worry, We won't send you spam—Pinky promise.
## Disclaimer
This software is for educational purposes only. USE THE SOFTWARE AT **YOUR OWN RISK**. THE AUTHORS AND ALL AFFILIATES ASSUME **NO RESPONSIBILITY FOR YOUR TRADING RESULTS**. **Do not risk money that you are afraid to lose**. There might be **bugs** in the code - this software DOES NOT come with **ANY warranty**.
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"description": "<div align=\"center\">\n<br>\n<p align=\"center\">\n<img src=\"assets/jesse-logo.png\" alt=\"Jesse\" height=\"72\" />\n</p>\n\n<p align=\"center\">\nAlgo-trading was \ud83d\ude35\u200d\ud83d\udcab, we made it \ud83e\udd29\n</p>\n</div>\n\n# Jesse\n[](https://pypi.org/project/jesse)\n[](https://pepy.tech/project/jesse)\n[](https://hub.docker.com/r/salehmir/jesse)\n[](https://github.com/jesse-ai/jesse)\n[](https://codecov.io/gh/jesse-ai/jesse)\n\n---\n\nJesse is an advanced crypto trading framework that aims to **simplify** **researching** and defining **YOUR OWN trading strategies** for backtesting, optimizing, and live trading.\n\n## What is Jesse?\nWatch this video to get a quick overview of Jesse:\n\n[](https://www.youtube.com/watch?v=0EqN3OOqeJM)\n\n## Why Jesse?\nIn short, Jesse is more **accurate** than other solutions, and way more **simple**. \nIn fact, it is so simple that in case you already know Python, you can get started today, in **matter of minutes**, instead of **weeks and months**. \n\n## Key Features\n\n- \ud83d\udcdd **Simple Syntax**: Define both simple and advanced trading strategies with the simplest syntax in the fastest time.\n- \ud83d\udcca **Comprehensive Indicator Library**: Access a complete library of technical indicators with easy-to-use syntax.\n- \ud83d\udcc8 **Smart Ordering**: Supports market, limit, and stop orders, automatically choosing the best one for you.\n- \u23f0 **Multiple Timeframes and Symbols**: Backtest and livetrade multiple timeframes and symbols simultaneously without look-ahead bias.\n- \ud83d\udd12 **Self-Hosted and Privacy-First**: Designed with your privacy in mind, fully self-hosted to ensure your trading strategies and data remain secure.\n- \ud83d\udee1\ufe0f **Risk Management**: Built-in helper functions for robust risk management.\n- \ud83d\udccb **Metrics System**: A comprehensive metrics system to evaluate your trading strategy's performance.\n- \ud83d\udd0d **Debug Mode**: Observe your strategy in action with a detailed debug mode.\n- \ud83d\udd27 **Optimize Mode**: Fine-tune your strategies using AI, without needing a technical background.\n- \ud83d\udcc8 **Leveraged and Short-Selling**: First-class support for leveraged trading and short-selling.\n- \ud83d\udd00 **Partial Fills**: Supports entering and exiting positions in multiple orders, allowing for greater flexibility.\n- \ud83d\udd14 **Advanced Alerts**: Create real-time alerts within your strategies for effective monitoring.\n- \ud83e\udd16 **JesseGPT**: Jesse has its own GPT, JesseGPT, that can help you write strategies, optimize them, debug them, and much more.\n- \ud83d\udd27 **Built-in Code Editor**: Write, edit, and debug your strategies with a built-in code editor.\n- \ud83d\udcfa **Youtube Channel**: Jesse has a Youtube channel with screencast tutorials that go through example strategies step by step.\n\n## Example Strategy\n\n```py\nclass SMACrossover(Strategy):\n @property\n def slow_sma(self):\n return ta.sma(self.candles, 200)\n\n @property\n def fast_sma(self):\n return ta.sma(self.candles, 50)\n\n def should_long(self) -> bool:\n # Fast SMA above Slow SMA\n return self.fast_sma > self.slow_sma\n\n def should_short(self) -> bool:\n # Fast SMA below Slow SMA\n return self.fast_sma < self.slow_sma\n\n def go_long(self):\n # Open long position and use entire balance to buy\n qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate)\n\n self.buy = qty, self.price\n\n def go_short(self):\n # Open short position and use entire balance to sell\n qty = utils.size_to_qty(self.balance, self.price, fee_rate=self.fee_rate)\n\n self.sell = qty, self.price\n\n def update_position(self):\n # If there exist long position, but the signal shows Death Cross, then close the position, and vice versa.\n if self.is_long and self.fast_sma < self.slow_sma:\n self.liquidate()\n \n if self.is_short and self.fast_sma > self.slow_sma:\n self.liquidate()\n```\n\n## Getting Started\nHead over to the \"getting started\" section of the [documentation](https://docs.jesse.trade/docs/getting-started). 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