StratCraftStratCraft繁體中文
開源知識庫

開源交易演算法

客觀羅列 42 個演算法，涵蓋 11 個 GitHub 儲存庫。無評分，無推薦，只列事實。

11函式庫
42演算法
8策略類型
演算法網路

探索演算法如何跨函式庫與跨策略類型互相連接

🧠交易 演算法
🐍
Freqtrade5 algos
🐍
Qlib (Microsoft)5 algos
🐍
FinRL5 algos
🐍
Hummingbot5 algos
🐍
vn.py5 algos
🐍
OctoBot3 algos
🐍
AI Hedge Fund4 algos
SampleStrategybeginner
LightGBMRegressorintermediate
LightGBMClassifierintermediate
XGBoostRegressorintermediate
XGBoostClassifierintermediate
LGBModelintermediate
XGBModelintermediate
DNNModeladvanced
ALSTMadvanced
TFTModeladvanced
PPOadvanced
A2Cadvanced
DDPGadvanced
TD3advanced
SACadvanced
pure_market_makingintermediate
avellaneda_market_makingadvanced
cross_exchange_market_makingadvanced
amm_arbadvanced
twapintermediate
AtrRsiStrategyintermediate
BollChannelStrategyintermediate
DoubleMaStrategybeginner
DualThrustStrategyintermediate
KingKeltnerStrategyintermediate
GridTradingbeginner
DCAbeginner
TechnicalAnalysisintermediate
Warren Buffett Agentintermediate
Charlie Munger Agentintermediate
Michael Burry Agentintermediate
Technical Analysis Agentintermediate
依策略類型瀏覽
機器學習13

梯度提升、神經網路、Transformer 用於價格預測

強化學習6

強化學習代理（PPO、A2C、SAC、DDPG）用於自主交易決策

做市2

面向 CEX 與 DEX 的基於價差的流動性提供策略

突破3

通道與軌道突破策略，捕捉趨勢啟動

動量1

移動平均線交叉與趨勢跟隨的動量策略

套利2

跨交易所與現貨-永續合約套利策略

因子 / Alpha5

Alpha 因子庫與基於訊號的組合策略

均值回歸2

DCA 與逆向回歸策略

依函式庫瀏覽
Freqtrade9 個演算法

Crypto trading bot framework with FreqAI ML extension supporting multiple machine learning and deep learning models.

Pythoncrypto★ 28k+
Qlib (Microsoft)9 個演算法

AI-oriented quantitative investment platform from Microsoft Research for stock market prediction and portfolio optimization.

Pythonstock★ 15k+
FinRL5 個演算法

Deep reinforcement learning framework for quantitative finance, providing RL environments and agents for stock, crypto, and forex trading.

Pythonstockcrypto★ 10k+
Hummingbot5 個演算法

Open-source crypto market making and arbitrage bot with support for 40+ exchanges and DEX protocols.

Pythoncrypto★ 8k+
vn.py7 個演算法

Python-based open-source quantitative trading framework popular in Asia, supporting futures, stocks, options, and forex.

Pythonfuturesstock★ 24k+
OctoBot3 個演算法

Open-source crypto trading bot with Web UI, supporting grid trading, DCA, and configurable technical analysis strategies.

Pythoncrypto★ 3k+
AI Hedge Fund4 個演算法

Educational multi-agent AI system simulating famous investors (Buffett, Munger, Burry) as LLM-powered trading agents. Not for production use.

Pythonstock★ 25k+
僅框架函式庫（無預置策略）
BacktraderPython★ 13k+Framework providing bt.Strategy and bt.SignalStrategy base classes plus extensive indicator library. No pre-built strategies.VectorBTPython★ 4k+Vectorized backtesting toolkit with Portfolio.from_signals()/from_orders()/from_order_func() and IndicatorFactory. No pre-built strategies.JessePython★ 6k+Framework with strategy lifecycle methods. No pre-built strategies.QuantConnect LeanC#★ 10k+Multi-asset framework. Strategies shared via QuantConnect community.