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awesome-systematic-trading
https://github.com/2lambda123/awesome-systematic-trading
Last synced: 1 day ago
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Backtesting and Live Trading
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General - Event Driven Frameworks
- vnpy - based open source quantitative trading system development framework, officially released in January 2015, has grown step by step into a full-featured quantitative trading platform | ![GitHub stars](https://badgen.net/github/stars/vnpy/vnpy) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- zipline - driven system for backtesting. | ![GitHub stars](https://badgen.net/github/stars/quantopian/zipline) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- backtrader - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- QUANTAXIS - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- QuantConnect - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Rqalpha - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- finmarketpy - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- backtesting.py - friendly, intuitive, interactive, intelligent and, hopefully, future-proof. | ![GitHub stars](https://badgen.net/github/stars/kernc/backtesting.py) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- zvt - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- WonderTrader - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- nautilus_trader - performance algorithmic trading platform and event-driven backtester | ![GitHub stars](https://badgen.net/github/stars/nautechsystems/nautilus_trader) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- PandoraTrader - frequency quantitative trading platform based on c++ development, supporting multiple trading APIs and cross-platform | ![GitHub stars](https://badgen.net/github/stars/pegasusTrader/PandoraTrader) | ![made-with-c++](https://img.shields.io/badge/Made%20with-c++-1f425f.svg) |
- aat - driven framework for writing algorithmic trading strategies in python with optional acceleration in C++. It is designed to be modular and extensible, with support for a wide variety of instruments and strategies, live trading across (and between) multiple exchanges. | ![GitHub stars](https://badgen.net/github/stars/AsyncAlgoTrading/aat) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- sdoosa-algo-trade-python - algo-trade-python) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- lumibot - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- quanttrader - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- gobacktest - driven backtesting framework | ![GitHub stars](https://badgen.net/github/stars/gobacktest/gobacktest) | ![made-with-go](https://img.shields.io/badge/Made%20with-Go-1f425f.svg) |
- FlashFunk - with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
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General - Vector Based Frameworks
- vectorbt - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- pysystemtrade - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- bt - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Cryptocurrencies
- Freqtrade - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Jesse - ai/jesse) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- OctoBot - Software/OctoBot) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- openlimits - io/openlimits) | ![made-with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- bTrader - milan/btrader) | ![made-with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- crypto-crawler-rs - crawler/crypto-crawler-rs) | ![made-with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- Hummingbot - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- cryptotrader-core - core) | ![made-with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- Kelp - source trading bot for the Stellar DEX and 100+ centralized exchanges | ![GitHub stars](https://badgen.net/github/stars/stellar/kelp) | ![made-with-go](https://img.shields.io/badge/Made%20with-Go-1f425f.svg) |
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Trading bots
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Cryptocurrencies
- Blackbird - neutral strategy | ![GitHub stars](https://badgen.net/github/stars/butor/blackbird) | ![made-with-c++](https://img.shields.io/badge/Made%20with-c++-1f425f.svg) |
- bitcoin-arbitrage - opportunity detector | ![GitHub stars](https://badgen.net/github/stars/maxme/bitcoin-arbitrage) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- ThetaGang - with-typescript](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- czsc - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- R2 Bitcoin Arbitrager - with-typescript](https://img.shields.io/badge/Made%20with-TypeScript-1f425f.svg) |
- analyzingalpha - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- PyTrendFollow - systematic futures trading using trend following | ![GitHub stars](https://badgen.net/github/stars/chrism2671/PyTrendFollow) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Analytics
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Indicators
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Metrics computation
- quantstats - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- ffn - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Optimization
- PyPortfolioOpt - Litterman, Hierarchical Risk Parity | ![GitHub stars](https://badgen.net/github/stars/robertmartin8/PyPortfolioOpt) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Riskfolio-Lib - Lib) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Deepdow - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- spectre - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- empyrial - based open-source quantitative investment library dedicated to financial institutions and retail investors, officially released in March 2021 | ![GitHub stars](https://badgen.net/github/stars/ssantoshp/Empyrial) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Pricing
- tf-quant-finance - performance TensorFlow library for quantitative finance from Google | ![GitHub stars](https://badgen.net/github/stars/google/tf-quant-finance) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- FinancePy - management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives | ![GitHub stars](https://badgen.net/github/stars/domokane/FinancePy) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- PyQL - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Risk
- pyfolio - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Broker APIs
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Risk
- ccxt - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Ib_insync - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Coinnect - with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- PENDAX - SDK) | ![made-with-javascript](https://img.shields.io/badge/Made%20with-Javascript-1f425f.svg) |
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Data Sources
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General
- OpenBB Terminal - finance/OpenBBTerminal) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- TuShare - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- yfinance - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- AkShare - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- pandas-datareader - datareader) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Quandl - python) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- findatapy - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Investpy - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Fundamental Analysis Data - fledged Fundamental Analysis package capable of collecting 20 years of Company Profiles, Financial Statements, Ratios and Stock Data of 20.000+ companies. | ![GitHub stars](https://badgen.net/github/stars/JerBouma/FundamentalAnalysis) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Wallstreet - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- OpenBB Terminal - finance/OpenBBTerminal) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Fundamental Analysis Data - fledged Fundamental Analysis package capable of collecting 20 years of Company Profiles, Financial Statements, Ratios and Stock Data of 20.000+ companies. | ![GitHub stars](https://badgen.net/github/stars/JerBouma/FundamentalAnalysis) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Cryptocurrencies
- Cryptofeed - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Gekko-Datasets - Datasets) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- CryptoInscriber - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Data Science
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Cryptocurrencies
- TensorFlow - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Pytorch - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Keras - team/keras) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Scikit-learn - learn/scikit-learn) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Pandas - dev/pandas) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Numpy - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Scipy - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- PyMC - devs/pymc) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Cvxpy - embedded modeling language for convex optimization problems. | ![GitHub stars](https://badgen.net/github/stars/cvxpy/cvxpy) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Databases
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Cryptocurrencies
- Marketstore - with-go](https://img.shields.io/badge/Made%20with-Go-1f425f.svg) |
- Tectonicdb - with-rust](https://img.shields.io/badge/Made%20with-Rust-1f425f.svg) |
- ArcticDB (Man Group) - group/ArcticDB) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Graph Computation
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Cryptocurrencies
- Ray - project/ray) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Dask - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Incremental (JaneStreet) - adjusting computations. Incremental can be useful in a number of applications | ![GitHub stars](https://badgen.net/github/stars/janestreet/incremental) | ![made-with-ocaml](https://img.shields.io/badge/Made%20with-Ocaml-1f425f.svg) |
- Man MDF - flow programming toolkit for Python | ![GitHub stars](https://badgen.net/github/stars/man-group/mdf) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- GraphKit - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Tributary - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Tributary - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Machine Learning
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Cryptocurrencies
- QLib (Microsoft) - 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. | ![GitHub stars](https://badgen.net/github/stars/microsoft/qlib) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- FinRL - source framework to demonstrate the great potential of applying deep reinforcement learning in quantitative finance. | ![GitHub stars](https://badgen.net/github/stars/AI4Finance-Foundation/FinRL) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- MlFinLab (Hudson & Thames) - and-thames/mlfinlab) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- TradingGym - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Stock Trading Bot using Deep Q-Learning - Learning | ![GitHub stars](https://badgen.net/github/stars/pskrunner14/trading-bot) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Dark Pools: The rise of A.I. trading machines and the looming threat to Wall Street - Scott Patterson
- Advances in Financial Machine Learning - Marcos Lopez de Prado
- Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition - Stefan Jansen
- Machine Learning for Asset Managers (Elements in Quantitative Finance) - Marcos M López de Prado
- Machine Learning in Finance: From Theory to Practice - Matthew F. Dixon, Igor Halperin, Paul Bilokon
- Artificial Intelligence in Finance: A Python-Based Guide - Yves Hilpisch
- Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Robert Kissell
- Krish Naik - Machine learning tutorials and their Application in Stock Prediction
- Sentdex - Machine Learning for Forex and Stock analysis and algorithmic trading
- Sentdex - Python programming for Finance (a few videos including Machine Learning)
- Chat with Traders EP042 - Machine learning for algorithmic trading with Bert Mouler
- Tucker Balch - Applying Deep Reinforcement Learning to Trading
- Ernie Chan - Machine Learning for Quantitative Trading Webinar
- Chat with Traders EP147 - Detective work leading to viable trading strategies with Tom Starke
- Chat with Traders EP142 - Algo trader using automation to bypass human flaws with Bert Mouler
- Master Thesis presentation, Uni of Essex - Analyzing the Limit Order Book, A Deep Learning Approach
- Howard Bandy - Machine Learning Trading System Development Webinar
- Chat With Traders EP131 - Trading strategies, powered by machine learning with Morgan Slade
- Chat with Traders Quantopian 5 - Good Uses of Machine Learning in Finance with Max Margenot
- Hitoshi Harada, CTO at Alpaca - Deep Learning in Finance Talk
- Better System Trader EP028 - David Aronson shares research into indicators that identify Bull and Bear markets.
- Prediction Machines - Deep Learning with Python in Finance Talk
- Better System Trader EP064 - Cryptocurrencies and Machine Learning with Bert Mouler
- Better System Trader EP023 - Portfolio manager Michael Himmel talks AI and machine learning in trading
- Better System Trader EP082 - Machine Learning With Kris Longmore
- AAA Quants, Tom Starke Blog
- AI & Systematic Trading
- Hardikp, Hardik Patel blog
- Max Dama on Automated Trading
- Medallion.Club on Systematic Trading (FR)
- Proof Engineering: The Algorithmic Trading Platform
- Quantsportal, Jacques Joubert's Blog
- RobotWealth, Kris Longmore Blog
- Algorithmic Trading for Cryptocurrencies in Python
- Coursera, NYU - Guided Tour of Machine Learning in Finance
- Coursera, NYU - Fundamentals of Machine Learning in Finance
- Coursera, NYU - Reinforcement Learning in Finance
- Coursera, NYU - Overview of Advanced Methods for Reinforcement Learning in Finance
- Hudson and Thames Quantitative Research
- NYU: Overview of Advanced Methods of Reinforcement Learning in Finance
- Udacity: Artificial Intelligence for Trading
- Machine Learning in Finance: From Theory to Practice - Matthew F. Dixon, Igor Halperin, Paul Bilokon
- Max Dama on Automated Trading
- Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques - Robert Kissell
- Dark Pools: The rise of A.I. trading machines and the looming threat to Wall Street - Scott Patterson
- Machine Learning for Asset Managers (Elements in Quantitative Finance) - Marcos M López de Prado
- QuantInsti Youtube - webinars about Machine Learning for trading
- Siraj Raval - Videos about stock market prediction using Deep Learning
- Quantopian - Webinars about Machine Learning for trading
- QuantNews - Machine Learning for Algorithmic Trading 3 part series
- Udacity, Georgia Tech - Machine Learning for Trading
- Advances in Financial Machine Learning - Marcos Lopez de Prado
- Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition - Stefan Jansen
- Artificial Intelligence in Finance: A Python-Based Guide - Yves Hilpisch
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TimeSeries Analysis
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Cryptocurrencies
- Facebook Prophet - linear growth. | ![GitHub stars](https://badgen.net/github/stars/facebook/prophet) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- statsmodels - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- tsfresh - yonder/tsfresh) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- pmdarima - ml/pmdarima) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
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Visualization
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Cryptocurrencies
- D-Tale (Man Group) - Tale is the combination of a Flask back-end and a React front-end to bring you an easy way to view & analyze Pandas data structures. | ![GitHub stars](https://badgen.net/github/stars/man-group/dtale) | ![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- mplfinance - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- btplotting - with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg) |
- Bonds strategies (7)
- Commodities strategies (50)
- Cryptocurrencies strategies (12)
- Currencies strategies (67)
- Equities strategies (471)
- Options strategies (8)
- Bonds / Commodities / Currencies / Equities strategies (22)
- Bonds / Commodities / Equities strategies (6)
- Bonds / Commodities / Equities / REITs strategies (6)
- Bonds / Equities strategies (13)
- Bonds / Equities / REITs strategies (6)
- Commodities / Equities strategies (3)
- Equities / Options strategies (24)
- Equities / REITs strategies (1)
- here
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High Frequency Trading
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Cryptocurrencies
- High-Frequency Trading - Maureen O’Hara, David Easley, Marcos M López de Prado
- Inside the Black Box: A Simple Guide to Quantitative and High Frequency Trading - Rishi K. Narang
- Algorithmic and High-Frequency Trading (Mathematics, Finance and Risk) - Álvaro Cartea, Sebastian Jaimungal, José Penalva
- The Problem of HFT – Collected Writings on High Frequency Trading & Stock Market Structure Reform - Haim Bodek
- An Introduction to High-Frequency Finance - Ramazan Gençay, Michel Dacorogna, Ulrich A. Muller, Olivier Pictet, Richard Olsen
- Market Microstructure in Practice - Charles-Albert Lehalle, Sophie Laruelle
- The Financial Mathematics of Market Liquidity - Olivier Gueant
- High-Frequency Trading - Maureen O’Hara, David Easley, Marcos M López de Prado
- Inside the Black Box: A Simple Guide to Quantitative and High Frequency Trading - Rishi K. Narang
- An Introduction to High-Frequency Finance - Ramazan Gençay, Michel Dacorogna, Ulrich A. Muller, Olivier Pictet, Richard Olsen
- Algorithmic and High-Frequency Trading (Mathematics, Finance and Risk) - Álvaro Cartea, Sebastian Jaimungal, José Penalva
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Equities
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Beginner
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Cryptocurrencies
- A Beginner’s Guide to the Stock Market: Everything You Need to Start Making Money Today - Matthew R. Kratter
- How to Day Trade for a Living: A Beginner’s Guide to Trading Tools and Tactics, Money Management, Discipline and Trading Psychology - Andrew Aziz
- The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns - John C. Bogle
- Investing QuickStart Guide: The Simplified Beginner’s Guide to Successfully Navigating the Stock Market, Growing Your Wealth & Creating a Secure Financial Future - Ted D. Snow
- Day Trading QuickStart Guide: The Simplified Beginner’s Guide to Winning Trade Plans, Conquering the Markets, and Becoming a Successful Day Trader - Troy Noonan
- Introduction To Algo Trading: How Retail Traders Can Successfully Compete With Professional Traders - Kevin J Davey
- Algorithmic Trading and DMA: An introduction to direct access trading strategies - Barry Johnson
- Algorithmic Trading and DMA: An introduction to direct access trading strategies - Barry Johnson
- Investing QuickStart Guide: The Simplified Beginner’s Guide to Successfully Navigating the Stock Market, Growing Your Wealth & Creating a Secure Financial Future - Ted D. Snow
- A Beginner’s Guide to the Stock Market: Everything You Need to Start Making Money Today - Matthew R. Kratter
- Day Trading QuickStart Guide: The Simplified Beginner’s Guide to Winning Trade Plans, Conquering the Markets, and Becoming a Successful Day Trader - Troy Noonan
- A Beginner’s Guide to the Stock Market: Everything You Need to Start Making Money Today - Matthew R. Kratter
- Introduction To Algo Trading: How Retail Traders Can Successfully Compete With Professional Traders - Kevin J Davey
- Introduction To Algo Trading: How Retail Traders Can Successfully Compete With Professional Traders - Kevin J Davey
- How to Day Trade for a Living: A Beginner’s Guide to Trading Tools and Tactics, Money Management, Discipline and Trading Psychology - Andrew Aziz
- How to Day Trade for a Living: A Beginner’s Guide to Trading Tools and Tactics, Money Management, Discipline and Trading Psychology - Andrew Aziz
- Algorithmic Trading and DMA: An introduction to direct access trading strategies - Barry Johnson
- Investing QuickStart Guide: The Simplified Beginner’s Guide to Successfully Navigating the Stock Market, Growing Your Wealth & Creating a Secure Financial Future - Ted D. Snow
- Day Trading QuickStart Guide: The Simplified Beginner’s Guide to Winning Trade Plans, Conquering the Markets, and Becoming a Successful Day Trader - Troy Noonan
- The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns - John C. Bogle
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Biography
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Cryptocurrencies
- My Life as a Quant: Reflections on Physics and Finance - Emanuel Derman
- How I Became a Quant: Insights from 25 of Wall Street’s Elite: - Barry Schachter
- My Life as a Quant: Reflections on Physics and Finance - Emanuel Derman
- How I Became a Quant: Insights from 25 of Wall Street’s Elite: - Barry Schachter
- How I Became a Quant: Insights from 25 of Wall Street’s Elite: - Barry Schachter
- My Life as a Quant: Reflections on Physics and Finance - Emanuel Derman
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Coding
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Cryptocurrencies
- Python for Finance: Mastering Data-Driven Finance - Yves Hilpisch
- Trading Evolved: Anyone can Build Killer Trading Strategies in Python - Andreas F. Clenow
- Python for Algorithmic Trading: From Idea to Cloud Deployment - Yves Hilpisch
- Algorithmic Trading with Python: Quantitative Methods and Strategy Development - Chris Conlan
- Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis - Sebastien Donadio
- Algorithmic Trading with Python: Quantitative Methods and Strategy Development - Chris Conlan
- Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis - Sebastien Donadio
- Trading Evolved: Anyone can Build Killer Trading Strategies in Python - Andreas F. Clenow
- Trading Evolved: Anyone can Build Killer Trading Strategies in Python - Andreas F. Clenow
- Python for Algorithmic Trading: From Idea to Cloud Deployment - Yves Hilpisch
- Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis - Sebastien Donadio
- Python for Algorithmic Trading: From Idea to Cloud Deployment - Yves Hilpisch
- Algorithmic Trading with Python: Quantitative Methods and Strategy Development - Chris Conlan
- Python for Finance: Mastering Data-Driven Finance - Yves Hilpisch
- Python for Finance: Mastering Data-Driven Finance - Yves Hilpisch
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-
Crypto
-
Cryptocurrencies
- The Bitcoin Standard: The Decentralized Alternative to Central Banking - Saifedean Ammous
- Bitcoin Billionaires: A True Story of Genius, Betrayal, and Redemption - Ben Mezrich
- Mastering Bitcoin: Programming the Open Blockchain - Andreas M. Antonopoulos
- Why Buy Bitcoin: Investing Today in the Money of Tomorrow - Andy Edstrom
- Why Buy Bitcoin: Investing Today in the Money of Tomorrow - Andy Edstrom
- Bitcoin Billionaires: A True Story of Genius, Betrayal, and Redemption - Ben Mezrich
- The Bitcoin Standard: The Decentralized Alternative to Central Banking - Saifedean Ammous
- Bitcoin Billionaires: A True Story of Genius, Betrayal, and Redemption - Ben Mezrich
- The Bitcoin Standard: The Decentralized Alternative to Central Banking - Saifedean Ammous
- Mastering Bitcoin: Programming the Open Blockchain - Andreas M. Antonopoulos
- Why Buy Bitcoin: Investing Today in the Money of Tomorrow - Andy Edstrom
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-
General
-
Cryptocurrencies
- The Intelligent Investor: The Definitive Book on Value Investing - Benjamin Graham, Jason Zweig
- How I Invest My Money: Finance experts reveal how they save, spend, and invest - Joshua Brown, Brian Portnoy
- Naked Forex: High-Probability Techniques for Trading Without Indicators - Alex Nekritin
- The Four Pillars of Investing: Lessons for Building a Winning Portfolio - William J. Bernstein
- Option Volatility and Pricing: Advanced Trading Strategies and Techniques, 2nd Edition - Sheldon Natenberg
- The Art and Science of Technical Analysis: Market Structure, Price Action, and Trading Strategies - Adam Grimes
- The New Trading for a Living: Psychology, Discipline, Trading Tools and Systems, Risk Control, Trade Management (Wiley Trading) - Alexander Elder
- Building Winning Algorithmic Trading Systems: A Trader’s Journey From Data Mining to Monte Carlo Simulation to Live Trading (Wiley Trading) - Kevin J Davey
- Systematic Trading: A unique new method for designing trading and investing systems - Robert Carver
- Quantitative Momentum: A Practitioner’s Guide to Building a Momentum-Based Stock Selection System (Wiley Finance) - Wesley R. Gray, Jack R. Vogel
- Algorithmic Trading: Winning Strategies and Their Rationale - Ernest P. Chan
- Leveraged Trading: A professional approach to trading FX, stocks on margin, CFDs, spread bets and futures for all traders - Robert Carver
- Trading Systems: A New Approach to System Development and Portfolio Optimisation - Emilio Tomasini, Urban Jaekle
- Trading and Exchanges: Market Microstructure for Practitioners - Larry Harris
- Trading Systems 2nd edition: A new approach to system development and portfolio optimisation - Emilio Tomasini, Urban Jaekle
- Machine Trading: Deploying Computer Algorithms to Conquer the Markets - Ernest P. Chan
- Quantitative Equity Portfolio Management: An Active Approach to Portfolio Construction and Management (McGraw-Hill Library of Investment and Finance) - Ludwig B Chincarini, Daehwan Kim
- Active Portfolio Management: A Quantitative Approach for Producing Superior Returns and Controlling Risk - Richard Grinold, Ronald Kahn
- Quantitative Technical Analysis: An integrated approach to trading system development and trading management - Dr Howard B Bandy
- Advances in Active Portfolio Management: New Developments in Quantitative Investing - Richard Grinold, Ronald Kahn
- Professional Automated Trading: Theory and Practice - Eugene A. Durenard
- Algorithmic Trading and Quantitative Strategies (Chapman and Hall/CRC Financial Mathematics Series) - Raja Velu, Maxence Hardy, Daniel Nehren
- Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization - Xin Guo, Tze Leung Lai, Howard Shek, Samuel Po-Shing Wong
- Algorithmic Trading: Winning Strategies and Their Rationale - Ernest P. Chan
- Naked Forex: High-Probability Techniques for Trading Without Indicators - Alex Nekritin
- How I Invest My Money: Finance experts reveal how they save, spend, and invest - Joshua Brown, Brian Portnoy
- Systematic Trading: A unique new method for designing trading and investing systems - Robert Carver
- Advances in Active Portfolio Management: New Developments in Quantitative Investing - Richard Grinold, Ronald Kahn
- Option Volatility and Pricing: Advanced Trading Strategies and Techniques, 2nd Edition - Sheldon Natenberg
- The Art and Science of Technical Analysis: Market Structure, Price Action, and Trading Strategies - Adam Grimes
- Trading Systems: A New Approach to System Development and Portfolio Optimisation - Emilio Tomasini, Urban Jaekle
- Quantitative Equity Portfolio Management: An Active Approach to Portfolio Construction and Management (McGraw-Hill Library of Investment and Finance) - Ludwig B Chincarini, Daehwan Kim
- Option Volatility and Pricing: Advanced Trading Strategies and Techniques, 2nd Edition - Sheldon Natenberg
- Quantitative Equity Portfolio Management: An Active Approach to Portfolio Construction and Management (McGraw-Hill Library of Investment and Finance) - Ludwig B Chincarini, Daehwan Kim
- The New Trading for a Living: Psychology, Discipline, Trading Tools and Systems, Risk Control, Trade Management (Wiley Trading) - Alexander Elder
- Leveraged Trading: A professional approach to trading FX, stocks on margin, CFDs, spread bets and futures for all traders - Robert Carver
- The Four Pillars of Investing: Lessons for Building a Winning Portfolio - William J. Bernstein
- Algorithmic Trading and Quantitative Strategies (Chapman and Hall/CRC Financial Mathematics Series) - Raja Velu, Maxence Hardy, Daniel Nehren
- Trading and Exchanges: Market Microstructure for Practitioners - Larry Harris
- Active Portfolio Management: A Quantitative Approach for Producing Superior Returns and Controlling Risk - Richard Grinold, Ronald Kahn
- Trading Systems 2nd edition: A new approach to system development and portfolio optimisation - Emilio Tomasini, Urban Jaekle
- Quantitative Technical Analysis: An integrated approach to trading system development and trading management - Dr Howard B Bandy
- Machine Trading: Deploying Computer Algorithms to Conquer the Markets - Ernest P. Chan
- Professional Automated Trading: Theory and Practice - Eugene A. Durenard
- Naked Forex: High-Probability Techniques for Trading Without Indicators - Alex Nekritin
- Machine Trading: Deploying Computer Algorithms to Conquer the Markets - Ernest P. Chan
- The Intelligent Investor: The Definitive Book on Value Investing - Benjamin Graham, Jason Zweig
- Algorithmic Trading: Winning Strategies and Their Rationale - Ernest P. Chan
- Active Portfolio Management: A Quantitative Approach for Producing Superior Returns and Controlling Risk - Richard Grinold, Ronald Kahn
- Algorithmic Trading and Quantitative Strategies (Chapman and Hall/CRC Financial Mathematics Series) - Raja Velu, Maxence Hardy, Daniel Nehren
- Quantitative Momentum: A Practitioner’s Guide to Building a Momentum-Based Stock Selection System (Wiley Finance) - Wesley R. Gray, Jack R. Vogel
- Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization - Xin Guo, Tze Leung Lai, Howard Shek, Samuel Po-Shing Wong
- Building Winning Algorithmic Trading Systems: A Trader’s Journey From Data Mining to Monte Carlo Simulation to Live Trading (Wiley Trading) - Kevin J Davey
- Advances in Active Portfolio Management: New Developments in Quantitative Investing - Richard Grinold, Ronald Kahn
- How I Invest My Money: Finance experts reveal how they save, spend, and invest - Joshua Brown, Brian Portnoy
- Professional Automated Trading: Theory and Practice - Eugene A. Durenard
-
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