add crypto category and some update on alpha

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Zhe Wang
2022-04-10 23:43:15 +01:00
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Search page by languages you are interested in to find related libraries. For example: `Ctrl+F`, `Rust`
And I count crypto as whole new category: [>> Click ME to Systematic Crypto](crypto_focus.md).
- [Awesome Systematic Trading](#awesome-systematic-trading)
- [Backtest + live trading](#backtest--live-trading)
- [General purpose](#general-purpose)
@@ -123,12 +125,15 @@ Note: the one marked as `Live Trading` has reasonable live trading support for a
- [FinRL](https://github.com/AI4Finance-Foundation/FinRL) | `Python` | - FinRL is the first open-source framework to demonstrate the great potential of applying deep reinforcement learning in quantitative finance.
- [QLib (Microsoft)](https://github.com/microsoft/qlib) | `Python`, `Cython` | - Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
- [TradingGym](https://github.com/Yvictor/TradingGym) | `Python`, `Live Trading` | - Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.
- [Stock Trading Bot using Deep Q-Learning](https://github.com/pskrunner14/trading-bot) | `Python` | - Stock Trading Bot using Deep Q-Learning
## Alpha Collections
### Alpha
- [analyzingalpha](https://github.com/leosmigel/analyzingalpha)
- [ThetaGang](https://github.com/brndnmtthws/thetagang) - ThetaGang is an IBKR bot for collecting money
- https://www.reddit.com/r/options/comments/a36k4j/the_wheel_aka_triple_income_strategy_explained/
### Arbitrage (Crypto)
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# Awesome Systematic Trading for Crypto + DeFi
- [perp-arbitrageur](https://github.com/perpetual-protocol/perp-arbitrageur) | `Python` | - An arbitrage bot that executes automated trading strategies between Perpetual Protocol and FTX
- [T-1000 Advanced Prototype](https://github.com/Draichi/T-1000) | `Python` | - Bot using deep learning with Ray API
- [Tai - Orchestrate Your Trading](https://github.com/fremantle-industries/tai) | `Elixir` | - A composable, real time, market data and trade execution toolkit. Built with Elixir, runs on the Erlang virtual machine
- [bTrader](https://github.com/gabriel-milan/btrader) | `Rust` | - Triangle arbitrage trading bot for Binance
- [crypto-crawler-rs](https://github.com/crypto-crawler/crypto-crawler-rs) | `Rust` | - Crawl orderbook and trade messages from crypto exchanges
- [cryptotrader-core](https://github.com/monomadic/cryptotrader-core) | `Rust` | - Simple to use Crypto Exchange REST API client in rust.
- [openlimits](https://github.com/nash-io/openlimits) | `Rust` | - A Rust high performance cryptocurrency trading API with support for multiple exchanges and language wrappers.
- [Freqtrade](https://github.com/freqtrade/freqtrade) | `Python` | - Freqtrade is a free and open source crypto trading bot written in Python. It is designed to support all major exchanges and be controlled via Telegram. It contains backtesting, plotting and money management tools as well as strategy optimization by machine learning.
- [Hummingbot](https://github.com/CoinAlpha/hummingbot) | `Python`, `Cython`, `Live Trading` | - A client for crypto market making
- [Jesse](https://github.com/jesse-ai/jesse) | `Python` | - Jesse is an advanced crypto trading framework which aims to simplify researching and defining trading strategies.
- [OctoBot](https://github.com/Drakkar-Software/OctoBot) | `Python`, `Cython`, `Live Trading`| - Cryptocurrency trading bot for TA, arbitrage and social trading with an advanced web interface
- [Kelp](https://github.com/stellar/kelp) | `Go`, `Live Trading` | - Kelp is a free and open-source trading bot for the Stellar DEX and 100+ centralized exchanges
- [Golang Crypto Trading Bot](https://github.com/saniales/golang-crypto-trading-bot/tree/develop) | `Go` | - A golang implementation of a console-based trading bot for cryptocurrency exchanges
- [BBGO](https://github.com/c9s/bbgo) | `Go` | - The modern cryptocurrency trading bot written in Go.
- [Blankly](https://github.com/blankly-finance/blankly) | `Python` | - 🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
- [Peregrine](https://github.com/wardbradt/peregrine) | `Python` | - Detects arbitrage opportunities across 131 cryptocurrency exchanges in 50 countries
- [K](https://github.com/ctubio/Krypto-trading-bot) | `C++` | - Self-hosted crypto trading bot (automated high frequency market making) written in C++
- [gocryptotrader](https://github.com/thrasher-corp/gocryptotrader) | `Go` | - A cryptocurrency trading bot supporting multiple exchanges written in Golang.