Metadata-Version: 2.1
Name: trading-strategy
Version: 0.6.5
Summary: Algorithmic trading and quantitative financial analysis framework for decentralised exchanges and blockchains
Home-page: https://tradingstrategy.ai
License: AGPL
Keywords: algorithmic trading,ethereum,cryptocurrency,uniswap,quantitative finance,binance,blockchain,pancakeswap,polygon,web3
Author: Mikko Ohtamaa
Author-email: mikko@tradingstrategy.ai
Requires-Python: >=3.9,<3.11
Classifier: License :: Other/Proprietary License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.9
Provides-Extra: qstrader
Requires-Dist: chart-studio (>=1.1.0,<2.0.0)
Requires-Dist: cufflinks (>=0.17.3,<0.18.0)
Requires-Dist: dataclasses-json (>=0.5.4,<0.6.0)
Requires-Dist: eth-hash[pycryptodome] (>=0.3.1,<0.4.0)
Requires-Dist: eth-utils (>=1.10.0,<2.0.0)
Requires-Dist: mplfinance (>=0.12.7-alpha.17,<0.13.0)
Requires-Dist: pandas (>=1.3.5,<2.0.0)
Requires-Dist: plotly (>=5.1.0,<6.0.0)
Requires-Dist: pyarrow (>=7.0.0,<8.0.0)
Requires-Dist: scipy (>=1.8.0,<2.0.0)
Requires-Dist: tqdm (>=4.61.2,<5.0.0)
Requires-Dist: trading-strategy-backtrader (>=0.1,<0.2)
Requires-Dist: trading-strategy-qstrader[qstrader] (>=0.5.0,<0.6.0); extra == "qstrader"
Project-URL: Repository, https://github.com/tradingstrategy-ai/trading-strategy
Description-Content-Type: text/markdown

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[![Trading Strategy logo](https://hv4gxzchk24cqfezebn3ujjz6oy2kbtztv5vghn6kpbkjc3vg4rq.arweave.net/n8pMe2r9Wv3oQsPk4Swie55CZLgXWuExDsBOtczNdCY)](https://tradingstrategy.ai)

# Trading Strategy framework for Python

Trading Strategy framework is a Python framework for algorithmic trading on decentralised exchanges. 
It is using [backtesting data](https://tradingstrategy.ai/trading-view/backtesting) and [real-time price feeds](https://tradingstrategy.ai/trading-view)
from [Trading Strategy Protocol](https://tradingstrategy.ai/). 

# Use cases

* Analyse cryptocurrency investment opportunities on [decentralised exchanges (DEXes)](https://tradingstrategy.ai/trading-view/exchanges)

* Creating trading algorithms and trading bots that trade on DEXes

* Deploy trading strategies as on-chain smart contracts where users can invest and withdraw with their wallets

# Features

* Supports multiple blockchains like [Ethereum mainnet](https://tradingstrategy.ai/trading-view/ethereum), [Binance Smart Chain](https://tradingstrategy.ai/trading-view/binance) and [Polygon](https://tradingstrategy.ai/trading-view/polygon)

* Access trading data from on-chain decentralised exchanges like [SushiSwap](https://tradingstrategy.ai/trading-view/ethereum/sushiswap), [QuickSwap](https://tradingstrategy.ai/trading-view/polygon/quickswap) and [PancakeSwap](https://tradingstrategy.ai/trading-view/binance/pancakeswap-v2)

* Integration with [Jupyter Notebook](https://jupyter.org/) for easy manipulation of data 

* Utilise Python quantita frameworks like [Backtrader](https://github.com/tradingstrategy-ai/backtrader) and [QSTrader](https://github.com/tradingstrategy-ai/qstrader) to create, analyse and backtest DEX trading algorithms 

# Example and getting started 

See [the Getting Started notebook](https://tradingstrategy.ai/docs/programming/examples/getting-started.html) and the rest of the [Trading Strategy documentation](https://tradingstrategy.ai/docs/).

# Prerequisites

Python 3.9+

# Installing the package

**Note**: Unless you are an experienced Python developer, [the suggested usage of Trading Algorithm framework is using Google Colab hosted environments](https://tradingstrategy.ai/docs/programming/examples/getting-started.html).

You can install this package with `poetry` or `pip`

```shell
poetry add trading-strategy
```


```shell
pip install trading-strategy 
```

For [QSTrader](https://pypi.org/project/trading-strategy-qstrader/) based trading algorithm support you need to install the related optional dependencies:

```shell
poetry add trading-strategy[qstrader]
```

# Documentation

[Read documentation online](https://tradingstrategy.ai/docs/).

Community
---------

* [Trading Strategy website](https://tradingstrategy.ai)

* [Blog](https://tradingstrategy.ai/blog)

* [Twitter](https://twitter.com/TradingProtocol)

* [Discord](https://tradingstrategy.ai/community#discord) 

* [Telegram channel](https://twitter.com/TradingProtocol)

* [Changelog and version history](https://github.com/tradingstrategy-ai/trading-strategy/blob/master/CHANGELOG.md)


[Read more documentation how to develop this package](https://tradingstrategy.ai/docs/programming/development.html).

# License

GNU AGPL 3.0. 

