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오픈소스 지식 베이스

오픈소스 트레이딩 알고리즘

11개 GitHub 저장소의 42개 알고리즘 객관적 카탈로그. 평점 없음, 추천 없음, 사실만.

11라이브러리
42알고리즘
8전략 유형
알고리즘 네트워크

알고리즘이 라이브러리와 전략 유형에 걸쳐 어떻게 연결되는지 탐색

🧠트레이딩 알고리즘
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Freqtrade5 algos
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Qlib (Microsoft)5 algos
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FinRL5 algos
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Hummingbot5 algos
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vn.py5 algos
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OctoBot3 algos
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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
전략 유형별 보기
머신러닝13

가격 예측을 위한 그래디언트 부스팅, 신경망, 트랜스포머

강화학습6

자율 거래 결정을 위한 RL 에이전트(PPO, A2C, SAC, DDPG)

마켓 메이킹2

CEX·DEX용 스프레드 기반 유동성 공급 전략

브레이크아웃3

추세 시작을 포착하는 채널·밴드 브레이크아웃 전략

모멘텀1

이동평균 교차와 추세 추종 모멘텀 전략

차익거래2

거래소 간·현물-무기한 차익거래 전략

팩터 / 알파5

알파 팩터 라이브러리와 신호 기반 포트폴리오 전략

평균 회귀2

DCA와 역추세 회귀 전략

라이브러리별 보기
Freqtrade9개 알고리즘

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

Pythoncrypto★ 28k+
Qlib (Microsoft)9개 알고리즘

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

Pythonstock★ 15k+
FinRL5개 알고리즘

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

Pythonstockcrypto★ 10k+
Hummingbot5개 알고리즘

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

Pythoncrypto★ 8k+
vn.py7개 알고리즘

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

Pythonfuturesstock★ 24k+
OctoBot3개 알고리즘

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

Pythoncrypto★ 3k+
AI Hedge Fund4개 알고리즘

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

Pythonstock★ 25k+
프레임워크 전용 라이브러리(사전 구축 전략 없음)
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.