cryptobots

KO | EN

gitlite — search

#hacktoberfest #ai #llm #go #android #machine-learning #rust #deep-learning #docker #macos #vue #pytorch #openai #ios

(★ 35)

A collection of command-line deployable trading bots

cryptobots 최신버젼 다운로드

최종 버전 다운로드 (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

Don't pay for a crypto algo-trading service when you can do the same thing for free 
with CryptoBots! CryptoBots is an open-source Python package with pre-built trading 
strategies ready to be deployed on your favourite crypto exchanges.
It is built on [AutoTrader](https://github.com/kieran-mackle/AutoTrader) and designed
primarily to be used as a command-line tool, making it easy to configure and deploy
trading bots on your very own computer.

<details>
 <summary>Contents</summary>
 <ol>
 <li><a href="#trading-strategies">Strategies</a></li>
 <li>
 <a href="#getting-started">Getting Started</a>
 <ul>
 <li><a href="#installation">Installation</a></li>
 <li><a href="#usage">Usage</a></li>
 </ul>
 </li>
 <li><a href="#frequently-asked-questions">FAQ</a></li>
 <li><a href="#supporting-cryptobots">Supporting CryptoBots</a></li>
 <li><a href="#disclaimer">Disclaimer</a></li>
 </ol>
</details>

## Trading Strategies
CryptoBots currently includes the strategies listed below.

<details>
 <summary>Cash and carry bot</summary>
 This bot seeks to earn perpetual futures funding rates whilst in a hedged position, by
 buying a token on the spot market, and shorting the perpetual future of the token. This
 protects against price volatility, whilst capturing the funding rate paid out by the
 perpetual futures market. 
 To identify potential tokens to trade with this strategy, use <code>cryptobots cash-and-carry</code>.
 You will see something like this: 
 <img src="https://raw.githubusercontent.com/kieran-mackle/cryptobots/development/docs/cash-and-carry.png" alt="CryptoBots cash and carry command">
 From here, you will be asked if you want to deploy a bot to take advantage of these opportunities!
</details>

<details>
 <summary>Breakout bot</summary>
 This bot is perfect for trading trending tokens using a breakout strategy. 
 The strategy works by making an initial trade in the direction of the trend, 
 determined using an exponential moving average. However, if price moves against the 
 open position by a certain amount, the position direction will be reversed. This 
 makes the assumption that a trend is coming up, and price will not remain within the 
 bounds set by the stop loss distance. 
 If you are feeling extra certain about an impending trend, you can increase the size
 multilpier, so that losses are recovered quicker.
</details>

<details>
 <summary>EMA crossover trading bot</summary>
 This bot will trade trends by using the EMA crossover strategy. Below are some backtest
 results on ETH. 
 <img src="https://raw.githubusercontent.com/kieran-mackle/cryptobots/main/docs/emac-backtest.png" alt="CryptoBots EMA crossover backtest chart">
 <pre>
 ----------------------------------------------
 Trading Results
 ----------------------------------------------
 Start date: Jan 01 2024 01:00:00
 End date: Mar 04 2024 00:00:00
 Duration: 62 days 23:00:00
 Starting balance: $1000.0
 Ending balance: $1034.91
 Ending NAV: $1036.92
 Total return: $34.91 (3.5%)
 Maximum drawdown: -1.86%
 Total no. trades: 40
 No. long trades: 20
 No. short trades: 20
 Total fees paid: $0.0
 Total volume traded: $4021.61
 Average daily volume: $64.86
 Positions still open: 1
 </pre>
</details>

<details>
 <summary>Grid Bot</summary>
 This bot will buy and/or sell at set grid levels. When you expect market conditions
 to be choppy and sideways-moving, a long/short grid works best. In this scenario, the
 bot will buy when price dips, and sell when price rises. When you expect the market to
 be trending (up or down!), a one-directional grid works best. In this case, the bot 
 will act as a trend-follower with a trailing stop loss at each new grid level.
 Below is a backtest from running the grid bot in long trend mode on ETH/USDT 
 perpetual from February 1st to March 9th 2024. 
 <img src="https://raw.githubusercontent.com/kieran-mackle/cryptobots/main/docs/grid-backtest.png" alt="CryptoBots grid bot backtest chart">
 <pre>
 ----------------------------------------------
 Trading Results
 ----------------------------------------------
 Start date: Feb 01 2024 00:01:00
 End date: Mar 09 2024 00:00:00
 Duration: 36 days 23:59:00
 Starting balance: $1000.0
 Ending balance: $1243.92
 Ending NAV: $1242.28
 Total return: $243.92 (24.4%)
 Maximum drawdown: -13.12%
 Total no. trades: 238
 No. long trades: 120
 No. short trades: 118
 Total fees paid: $0.0
 Total volume traded: $34782.46
 Average daily volume: $966.18
 </pre>
</details>

<details>
 <summary>Range Bound Grid Bot</summary>
 This is similar to the grid bot above, but it is configured by specifying the
 upper and lower price bounds of the grid directly. It is also only for neutral grids (long
 and short trading about a reference price). Since this is a mean reversion strategy,
 only limit orders are used for trade entries. It is a bit more intuitive to set up, and
 allows you to specify the maximum position size and total number of grid levels.
</details>

<details>
 <summary>TWAP Bot</summary>
 This bot will buy a chunk of tokens every update period until the
 target position is reached. Useful for splitting up a large position
 into smaller trades to avoid slippage.
</details>

### Coming soon
The following strategies will be added soon.

<details>
 <summary>EMA mean reversion bot</summary>
 This bot will use limit orders to trade around a dynamic mean price, capturing
 market fluctuations on short timeframes.
</details>

### Suggest a strategy
Have a strategy idea you think might make a good addition to CryptoBots? Suggest it using the
repository's issues.

[<a href="#readme-top">back to top</a>]

## Featured Exchanges

CryptoBots has been tested on the following exchanges. It *should* work on others too, but I am
yet to do extensive testing on them. More will be added soon!

| Exchange | Referral code |
| -------- | ------------- |
| [Bybit](https://www.bybit.com/invite?ref=7NDOBW)    | 7NDOBW |

[<a href="#readme-top">back to top</a>]

## Other Features

### User-defined strategies
CryptoBots can also be used as a convenient tool to deploy your own 
[AutoTrader](https://github.com/kieran-mackle/AutoTrader) bots. To do so, use the 
`cryptobots configure` method to add the path to your project directory. Then, when you
are ready to deploy a bot, specify the project name using the `--project` argument in
the `cryptobots run` command.

## Getting Started
### Installation
CryptoBots can be installed from [PyPi](https://pypi.org/project/cryptobots) using `pip install`:

```
pip install cryptobots
```

Once installed, you will have access to the `cryptobots` command line interface. See the usage 
guide below for more.

### Usage
CryptoBots is primarily a command-line based tool. Once installed, you will be able to use the
`cryptobots` command line interface from your terminal.
If you type `cryptobots`, you will see a list of commands available.

**Configuration**

The first thing you want to do is run `cryptobots configure`, which will set up your cryptobots
home directory and prompt you to add your exchange API keys. You need to do this before you can
trade.

**Available strategies**

To see the strategies cryptobots has available, run the `cryptobots strategies` command. This
will list all available strategies and give you a description of what each one does.

**Deploying a strategy**

To deploy a strategy, use the `cryptobots run` command, and follow the prompts.

**Stopping a strategy**

To stop a strategy, use the `cryptobots stop` command, and follow the prompts.

**Backtesting a strategy**

To backtest a strategy, use the `cryptobots backtest` command, and follow the prompts.

[<a href="#readme-top">back to top</a>]

## Frequently asked questions

Below are some common questions you might have about Cryptobots.
If you have any other questions, feel free to raise an issue.

<details>
 <summary>Why should I use CryptoBots?</summary>
CryptoBots has been designed to be as easy to use as possible. If you want to start
trading crypto but aren't sure where to start, CryptoBots is for you. If you want to
start algotrading, CryptoBots is for you. If you already know how to trade and how to 
write Python code, CryptoBots is for you - it is easy to add your own strategy and use
CryptoBots as a nice deployment framework. 
</details>

<details>
 <summary>Are my API keys safe?</summary>
Yes! When you set up CryptoBots and enter your exchange API keys, they get
stored on your computer in the `.cryptobots/` folder of your home directory (unless 
you specify a different location). This is where they stay. Make sure to follow general
cyber security practices and you should be fine. Never share your keys online! 
</details>

<details>
 <summary>Do I need to know how to code?</summary>
No! The trading strategies have been written for you! Simply deploy them using the 
command line interface as described above. 
</details>

<details>
 <summary>Where should I run CryptoBots?</summary>
You can run CryptoBots on any regular computer - you just need to have Python installed. 
</details>

<details>
 <summary>How much money should I trade with?</summary>
That is entirely up to you - start with a small amount you are comfortable with, then you can 
increase it as you see fit. Where possible, the bots will check to make sure you have enough
money in your account before trading, based on the strategy configuration provided. 
</details>

[<a href="#readme-top">back to top</a>]

## Supporting CryptoBots
If you like this project, please show your support by using any of my referal links
shown above. 
The exchanges are running promotional programs most of the time, so by using my code, we 
both benefit. For example, sign up to Bybit using the referral code above, and receive up to 
25 USDT for free! See [here](https://announcements.bybit.com/article/referral-program-2-0-reloaded-with-up-to-1-025-usdt-in-rewards-and-30-commission--blt79dbff8af04c511a/) for more information.

If you really like the project, please conisdering sharing it - the more popular it is, the more time I will
invest into adding more strategies.

[<a href="#readme-top">back to top</a>]

## Disclaimer

This software is for educational purposes only. Use it at your own risk. The author assumes 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.

[<a href="#readme-top">back to top</a>]

cryptobots

cryptobots 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

cryptobots

cryptobots 최신버젼 다운로드

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

Download README