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Since the book recommendation topic is still coming up frequently, I thought I'd share mine. Maybe this qualifies as a sticky or literature section on the sideboard. Covered are the subjects: Algorithmic Trading, Programming and Quantitative Finance which indeed should be the major topics of interest for this sub.

  1. Algorithmic & High Frequency Trading
a) English
Abergel, Frederic et al. - Econophysics of Order-driven Markets [2011]
Abergel, Frederic et al. - Limit Order Books [2016]
Äit-Sahalia, Yacine; Jacod, Jean - High-Frequency Financial Econometrics [2014]
Akansu, Ali; Torun, Mustafa - A Primer for Financial Engineering [2015]
Aldridge, Irene - High-Frequency Trading [2nd Ed., 2013]
Aldridge, Irene; Krawciw, Steven - Real-Time Risk [2017]
Bandy, Howard - Quantitative Trading Systems [2007]
Banks, Erik - Dark Pools [2nd Ed., 2014]
Bouchaud, Jean-Philippe Bouchaud et al. - Trades, Quotes and Prices [2018]
Cartea, Alvaro - Algorithmic and High-Frequency Trading [2015]
Carver, Robert - Systematic Trading [2015]
Ceppi, Sofia et al. - Agent-Mediated Electronic Commerce [2017]
Chan, Ernest - Algorithmic Trading [2013]
Chan, Ernest - Machine Trading [2017]
Chan, Ernest - Quantitative Trading [2009]
Chen, Jun; Tsang, Edward - Detecting Regime Change in Computational Finance [2021]
Coles, Andrew; Hawkins, David - MIDAS Technical Analysis [2011]
Collins, Art - Beating the Financial Futures Market [2006]
Conlan, Chris - Automated Trading with R [2016]
Dacorogna - An Introduction to High-Frequency Finance [2001]
Davey, Kevin - Building Winning Algorithmic Trading Systems [2014]
Doloc, Cris - Applications of Computational Intelligence in Data-driven Trading [2020]
Durbin, Michael - All About High-Frequency Trading [2010]
Durenard, Eugene - Professional Automated Trading [2013]
Easley, David et al. - High-Frequency Trading [2013]
Fitschen, Keith - Building Reliable Trading Systems [2013]
Florescu, Ionut et al. - Handbook of High-Frequency Trading and Modelling in Finance [2016]
Gregoriou, Greg - Handbook of High Frequency Trading [2015]
Guo, Xin et al. - Quantitative Trading [2017]
Györfi, Laszlo et al. - Machine Learning for Financial Engineering [2012]
Halls-Moore, Michael - Advanced Algorithmic Trading
Harris, Larry - Trading and Exchanges [2003]
Hasbrouck, Joel - Empirical Market Microstructure [2007]
Jansen, Stefan - Hands-On Machine Learning for Algorithmic Trading [2018]
Johnson, Barry - Algorithmic Trading and DMA [2010]
Kim, Kendall - Electronic and Algorithmic Trading Technology [2007]
Kissell, Robert - The Science of Algorithmic Trading and Portfolio Management [2014]
Kömm, Holger - Forecasting High-Frequency Volatility Shocks [2016]
Kumiega, Andrew; van Vliet, Benjamin - Quality Money Management [2008]
Lehalle, Charles-Albert; Laruelle, Sophie - Market Microstructure in Practice [2nd Ed., 2018]
Leshik, Edward; Cralle, Jane - An Introduction to Algorithmic Trading [2011]
Lopez de Prado, Marcos - Advances in Financial Machine Learning [2018]
Lyons, Richard - The Microstructure Approach to Exchange Rates [2001]
Narang, Rishi - Inside the Black Box [2nd Ed, 2013]
O'Hara, Maureen - Market Microstructure Theory [1996]
Pruitt, George - The Ultimate Algorithmic Trading System Toolbox [2016]
Pruitt, George; Hill, John - Building Winning Trading Systems with TradeStation [2nd Ed., 2012]
Schmidt, Anatoly - Financial Markets and Trading
Stoll, Hans - Microstructure of World Trading Markets [1993]
Tomasini, Emilio; Jaekle, Urban - Trading Systems [2009]
Trongone, Anthony - Trade with the Odds [2012]
Tulchinsky, Igor - Finding Alphas [2015]
Vaananen, Jay - Dark Pools and High Frequency Trading For Dummies [2015]
Van Vliet, Benjamin - Building Automated Trading Systems [2007]
Varshney, Shekhar - Building Trading Bots Using Java [2016]
Wang, Zhaodong; Wang; Zheng, Weian - High-Frequency Trading and Probability Theory [2015]
Ye, Gewei - High Frequency Trading Models [2011]
Young, Andrew - Expert Advisor Programming [2010]
Zovko, Ilija - Topics in Market Microstructure [2008]
Zubulake, Paul; Lee, Sang - The High Frequency Game Changer [2011]
b) German
Gomber, Peter - Elektronische Handelssysteme [2000]
Gresser, Uwe - Hochfrequenzhandel [2018]
Gresser, Uwe - Praxishandbuch Hochfrequenzhandel Band 1 [2016]
Gresser, Uwe - Praxishandbuch Hochfrequenzhandel Band 2 [2018]
Kunzelmann, Matthias - Zwischen Limit und Market Orders [2006]

  1. Programming for Finance
a) C, C+, C++, C#
Capinski, Maciej; Zastawniak, Tomasz - Numerical Methods in Finance with C++ [2012]
Duffy, Daniel - Financial Instrument Pricing using C++ [2nd Ed., 2018]
Duffy, Daniel; Germani, Andrea - C# for Financial Markets [2013]
Forouzan, Behrouz; Gilberg, Richard - C++ Programming [2019]
Levy, George - Computational Finance Using C and C# [2nd Ed., 2016]
Masters, Timothy - Testing and Tuning Market Trading Systems [2018]
Oliveira, Carlos - Options and Derivatives Programming in C++ [2016]
Pena, Alonso - Advanced Quantitative Finance with C++ [2014]
Salov, Valerii - Modeling Maximum Trading Profits with C++ [2007]
Savine, Antoine - Modern Computational Finance [2019]
Schlogl, Erik - Quantitative Finance [2013]
b) Dot Net
Shetty, Yogesh; Jayaswal, Samir - Practical .Net for Financial Markets [2006]
c) Excel & VBA (English)
Bluttman, Ken - Excel Formulas and Functions for Dummies [5th Ed., 2019]
Carlberg, Conrad - Microsoft Excel Sales Forecasting for Dummies [2nd Ed., 2016]
Clauss, Francis - Corporate Financial Analysis with Microsoft Excel [2010]
Day, Alistair - Mastering Financial Mathematics in Microsoft Excel [2nd Ed., 2010]
Day, Alistair - Mastering Risk Modelling [2nd Ed., 2009]
Goossens, Francois - How to Implement Market Models using VBA [2015]
Häcker, Joachim; Ernst, Dietmar - Financial Modeling [2017]
Harvey, Greg - Excel 2016 for Dummies [2016]
Lee, Cheng-Few; Lee, John et al. - Essentials of Excel, VBA, SAS and Minitab for Statistical and Financial Analyses [2016]
Löffler, Gunter; Posch, Peter - Credit Risk Modeling using Excel and VBA [2nd Ed., 2011]
Mansfield, Richard - Mastering VBA for Microsoft Office 2016 [2016]
Nelson, Stephen - Microsoft Excel Data Analysis for Dummies [2nd Ed., 2014]
Rouah, Fabrice; Vainberg, Gregory - Option Pricing Models using Excel-VBA [2007]
Schmuller, Joseph - Statistical Analysis with Excel for Dummies [4th Ed., 2016]
Stein Fairhurst, Danielle - Financial Modeling in Excel for Dummies [2017]
Stein Fairhurst, Danielle - Using Excel for Business Analysis [2012]
Van Fliet, Ben - Financial Modeling with Excel and VBA
Walkenbach, John - Excel 2016 Bible [2015]
Walkenbach, John - Excel VBA Programming For Dummies [3rd Ed., 2013]
d) Excel & VBA (German)
Benker, Hans - Wirtschaftsmathematik Problemlösung Mit Excel [2007]
Chip Sonderheft Kaufmännisches Rechnen mit Excel 2010
Fleckenstein, J.; Georgi, G. - Excel - Das Sparbuch
Frye, Curtis - Microsoft Excel 2016 - Schritt für Schritt
Gießen, Saskia; Nakanishi, Hiroshi - Besser im Job mit Excel [2016]
Kofler, Michael; Kobelo, Ralf - Excel programmieren [2014]
Matthäus, Heidrun; Matthäus Wolf-Gert - Statistik und Excel [2016]
Nahrstedt, Harald - Die Welt der VBA-Objekte [2016]
Renger, Klaus - Finanzmathematik mit Excel [4. Aufl., 2016]
SFT - Excel für Einsteiger [11-2016]
e) Matlab (English)
Adams, Abi et al. - Microeconometrics and MATLAB [2015]
Altman, Yair - Accelerating MATLAB Performance [2015]
Altman, Yair - Undocumented Secrets of MATLAB-Java Programming [2012]
Attaway, Stormy - Matlab [4th Ed., 2017]
Darbyshire, Paul; Hampton, David - Hedge Fund Modelling and Analysis using MATLAB [2014]
Gilat, Amos - Matlab [6th Ed., 2017]
Gordon, Steven; Guilfoos, Brian - Introduction to Modeling and Simulation with MATLAB and Python [2017]
Jovanovic Dolecek, Gordana - Random Signals and Processes Primer with MATLAB [2013]
Kim, Phil - MATLAB Deep Learning [2017]
Mishra, Shashi; Ram, Bhagwat - Introduction to Linear Programming with MATLAB [2018]
Nyholm; Ken - Strategic Asset Allocation in Fixed Income Markets [2008]
Paluszek, Michael; Thomas, Stephanie - MATLAB Machine Learning [2017]
Tue Huynh, Huu et al. - Stochastic Simulation and Applications in Finance with MATLAB Programs [2008]
f) Matlab (German)
Grundmann, Wolfgang - Finanzmathematik mit MATLAB [2004]
Günther, Michael; Jüngel, Ansgar - Finanzderivate mit MATLAB [2. Aufl., 2010]
g) MetaTrader & MQL
Young, Andrew - Expert Advisor Programming [2010]
h) Machine Learning
Krohn, John et al. - Deep Learning Illustrated [2019]
i) Python
Donadio, Sebastien; Ghosh, Sourav - Learn Algorithmic Trading [2019]
Gowrishankar S., Veena A. - Introduction to Python Programming [2019]
Hilpisch, Yves - Artificial Intelligence in Finance [2020]
Hilpisch, Yves - Derivatives Analytics with Python [2015]
Hilpisch, Yves - Listed Volatility and Variance Derivatives [2016]
Humber, Max - Personal Finance with Python [2018]
Jansen, Stefan - Machine Learning for Algorithmic Trading [2nd Ed., 2020]
Lewinson, Eryk - Python for Finance Cookbook [2020]
Scarpino, Matthew - Algorithmic Trading with Interactive Brokers [2020]
Weiming, James - Mastering Python for Finance [2015]
Yan, Yuxing - Python for Finance [2nd Ed., 2017]
j) R
Berlinger, Edina - Mastering R for Quantitative Finance [2015]
Berlinger, Edine et al. - Mastering R for Quantitative Finance [2015]
Coghlan, Avril - A Little Book of R for Multivariate Analysis [2017]
Coghlan, Avril - A Little Book of R for Time Series [2015]
Daroczi, Gergely et al. - Introduction to R for Quantitative Finance [201]
De Vries, Andrie; Meys, Joris - R for Dummies [2nd Ed., 2015]
Georgakopoulos, Harry - Quantitative Trading with R [2015]
Hang Chan, Ngai - Time Series [2nd Ed., 2010]
Jeet, Param; Vats, Prashant - Learning Quantitative Finance with R [2017]
Klemelä, Jussi - Multivariate Nonparametric Regression and Visualization [2014]
Machlis, Sharon - Practical R for Mass Communication and Journalism [2019]
Rasch, Dieter et al. - Applied Statistics [2020]
Regenstein, Jonathan - Reproducible Finance with R [2019]
Würtz, Diethelm et al. - Portfolio Optimization with R or Rmetrics [2009]
k) Tradestation & EasyLanguage
Harris, Sunny - TradeStation made easy! [2011]
Tradestation - EasyLanguage Essentials [2007]
Tradestation - Learning EasyLanguage [2017]

  1. Quantitative Finance
a) English
Albrecher, Hansjoerg et al. - Introduction to Quantitative Methods for Financial Markets [2013]
Appleby, John et al. - Numerical Methods for Finance [2008]
Arratia, Argimiro - Computational Finance [2014]
Avellaneda, Marco - Quantitative Analysis in Financial Markets [2002]
Bell, Steve - Quantitative Finance for Dummies [2016]
Berman, Gennady; Spadafora, Luca - Theoretical Foundations for Quantitative Finance [2017].pdf
Bieler, Timothy - The Mathematics of Money [2008]
Blyth, Stephen - An Introduction to Quantitative Finance [2013]
Campolieti, Giuseppe; Makarov, Roman - Financial Mathematics [2014]
Cerny, Ales - Mathematical Techniques in Finance [2nd Ed., 2009]
Chin, Eric et al. - Poblems and Solutions in Mathematical Finance Vol. 1 - Stochastic Calculus [2014]
Chin, Eric et al. - Poblems and Solutions in Mathematical Finance Vol. 2 - Equity Derivatives [2017]
Cont, Rama - Frontiers in Quantitative Finance [2008]
Cox, Dennis; Cox, Michael - The Mathematics of Banking and Finance [2006]
Cuthbertson, Keith; Nitzsche, Dirk - Quantitative Financial Economics [2nd Ed., 2004]
Dash, Jan - Quantitative Finance and Risk Management [2nd Ed., 2016]
Davison, Matt - Quantitative Finance [2014]
Franke, Jürgen et al. - Statistics of Financial Markets [2019]
Fries, Christian - Mathematical Finance [2007]
Garrett, Stephen - Introduction to the Mathematics of Finance [2nd Ed., 2013]
Gerstner, Thomas; Kloede, Peter - Recent Developments in Computational Finance [2013]
Härdle, Wolfgang et al. - Applied quantitative finance-Springer [3rd Ed., 2017]
Henrad, Marc - Algorithmic Differentiation in Finance Explained [2017]
Hilber, Norbert et al. - Computational Methods for Quantitative Finance [2013]
Jaworski, Piotr et al. - Copulae in Mathematical and Quantitative Finance [2013]
Joshi, Mark - More Mathematical Finance [2011]
Joshi, Mark - The Concepts and Practice of Mathematical Finance [2nd Ed., 2008]
Kosowski, Robert; Neftci, Salih - Principles of Financial Engineering [3rd Ed., 2015]
Kwok, Yue; Zheng, Wendong - Saddlepoint Approximation Methods in Financial Engineering [2018]
Mariani, Maria; Florescu, Ionut - Quantitative Finance [2020]
Palma, Wilfredo - Time Series Analysis [2016]
Petters, Arlie; Dong, Xiaoying - An Introduction to Mathematical Finance with Applications [2016]
Reghai, Adil - Quantitative Finance [2015]
Reitano, Robert - Introduction to Quantitative Finance [2010]
Roman, Steven - Introduction to the Mathematics of Finance [2nd Ed., 2012]
Ross, Sheldon - An Elementary Introduction to Mathematical Finance [3rd Ed., 2011]
Ross, Sheldon - Introduction to Mathematical Finance [2nd Ed., 1999]
Ruttiens, Alain - Mathematics of the Financial Markets [2013]
Saari, Donald - Mathematics of Finance [2019]
Schlögl, Erik - Quantitative Finance [2014]
Seydel, Rüdiger - Tools for Computational Finance [6th Ed., 2017]
Stefanica, Dan - A Primer for the Mathematics of Financial Engineering [2008]
Stefanica, Dan - Solutions Manual - A Primer for the Mathematics of Financial Engineering [2008]
Ting, Christopher - An Introduction To Quantitative Finance [2016]
Van der Wijst, Nico - Finance [2013]
Wang, Peijie - Financial Econometrics [2nd Ed., 2008]
Wei, William - Multivariate Time Series Analysis and Applications [2020]
Wilmott, Paul - Frequently asked Questions in Quantitative Finance [2nd Ed.; 2009]
Wilmott, Paul - Paul Wilmott introduces Quantitative Finance [2nd Ed., 2007]
Wilmott, Paul et al. - The Mathematics of Financial Derivatives [1995]
Wilmott, Paul; Orrell, David - The Money Formula [2017]
Yan, Jia-An - Introduction to Stochastic Finance [2018]
b) German
Bäuerle, Nicole; Rieder, Ulrich - Finanzmathematik in diskreter Zeit [2017]
Franke, Jürgen et al. - Einführung in die Statistik der Finanzmärkte [2. Aufl., 2004]
Irle, Albrecht - Finanzmathematik [3 Aufl., 2012]
Luderer, Bernd - Starthilfe Finanzmathematik [4. Aufl., 2015]
Ortmann, Karl - Praktische Finanzmathematik Zinsrechnung [2017]
Schwenkert, Rainer; Stry, Yvonne - Finanzmathematik Kompakt [2. Aufl., 2016]
Tietze, Jürgen - Einführung in die Finanzmathematik [11. Aufl., 2011]
Udo Terstege et al. - Investitionsrechnung klipp & klar [2019]
Vogel, Jürgen - Prognose von Zeitreihen [2015]

  1. Mathematics
Agresti, Alan et al. - Statistics [2017]
Balakrishnan, Narayanaswamy et al. - Introduction to Probability [2020]
Blitzer, Robert - College Algebra [2018]
Chung, Kai Lai; AitSahlia, Farid - Elementary Probability Theory [2010]
Dineen, Sean - Probability Theory in Finance [2005]
Hogg, Robert et al. - Introduction to Mathematical Statistics [2019]
Jacques, Ian - Mathematics for Economics and Business [2018]
Klemelä, Jussi - Nonparametric Finance [2018]
Kopp, Ekkehard et al. - Probability for Finance [2013]
Larsen, Richard; Marx, Morris - An Introduction to Mathematical Statistics and its Applications [2018]
McClave, James; Sincich, Terry - Statistics [13th Ed., 2018]
Pages, Gilles - Numerical Probability [2018]
Shafer, Glenn; Vovk, Vladimir - Game-Theoretic Probability [2019]

  1. Derivatives (general)
a) Englisch
Aarons, Mark et al. - Securitisation Swaps [2019]
Albanese, Claudio; Campolieti, Giuseppe - Advanced Derivatives Pricing and Risk Management [2006]
Beyna, Ingo - Interest Rate Derivatives [2013]
Boberski, David - CDS Delivery Option [2009]
Bouziane, Markus - Pricing Interest-Rate Derivatives [2008]
Boyle, Patrick; McDougall, Jesse - Trading and Pricing Financial Derivatives [2019]
Brockhaus, Oliver - Equity Derivatives and Hybrids [2016]
Carreira, Marcos; Brostowcz, Richard - Brazilian Derivatives and Securities [2016]
Chorafas, Dimitris - Introduction to Derivative Financial Instruments [2008]
Corb, Howard - Interest Rate Swaps and Other Derivatives [2012]
Culp, Christopher et al. - Credit Default Swaps [2018]
Deutsch, Hans-Peter; Beinker, Mark - Derivatives and Internal Models [5th Ed., 2019]
Elouerkhaoui, Youssef - Credit Correlation [2017]
Flavell, Richard; Flavell, Richard - Swaps and Other Derivatives [2002]
Goldenberg, David - Derivatives Markets [2016]
Gottesman, Aron - Derivatives Essentials [2016]
Hausmann, Wilfried et al. - Derivate, Arbitrage und Portfolio-Selection [2002]
Hunt, Philip; Kennedy, Joanne - Financial Derivatives in Theory and Practice [Rev. Ed., 2004]
Inglis-Taylor, Andrew - Dictionary of Derivatives [1995]
Johnson, Stafford - Derivatives Markets and Analysis [2017]
Kenyon, Chris; Stamm, Roland - Discounting LIBOR, CVA and Funding [2012]
Levy, Jared - Bloomberg Visual Guide to Options [2013]
LiPuma, Edward - The Social Life of Financial Derivatives [2017]
Marroni, Leonardo; Perdomo, Irene - Pricing and Hedging Financial Derivatives [2014]
McDonald, Robert - Derivatives Markets [3rd Ed., 2013]
Peery, Gordon - The Post-Reform Guide to Derivatives and Futures [2012]
Peterson, Paul - Commodity Derivatives [2018]
Ramirez, Juan - Handbook of Corporate Equity Derivatives and Equity Capital Markets [2011]
Sadr, Amir - Interest Rate Swaps and Their Derivatives [2009]
Schlösser, Anna - Pricing and Risk Management of Synthetic CDOs [2011]
Tan, Chia - Demystifying Exotic Products [2010]
Wagner, Eva - Credit Default Swaps und Informationsgehalt [2008]
Witzany, Jiri - Derivatives [2020]
b) German
Irle, Albrecht - Finanzmathematik [3. Aufl., 2012]
Rudolph, Bernd; Schäfer, Klaus - Derivative Finanzmarktinstrumente [2. Aufl., 2010]
Seydel, Rüdiger - Einführung in die numerische Berechnung von Finanzderivaten [2. Aufl., 2017]

  1. Futures
Abell, Howard - Spread Trading [2002]
Aikin, Stephen - STIR Futures [2nd Ed., 2012]
Bennett, David - Day Trading Grain Futures [2009]
Bowen, Guy - Guide to Futures and Spread Trading [2009]
Chou, Robin; Wang, Yun-Yi - Strategic Order Splitting, Order Choice, and Aggressiveness [2009]
Clenow, Andreas - Following the Trend [2013]
Collins, Art - Beating the Financial Futures Market [2006]
Dobson, Edward; Reimer, Roger - Understanding Spreads [2007]
Duarte, Joe - Trading Futures for Dummies [2008]
Garner, Carley - Currency Trading in the Forex and Futures Markets [2012]
George Angell, Barry Haigh - West of Wall Street [1987]
Goslin, Chick - Intelligent Futures Trading [1998]
Goss, Barry - Debt, Risk and Liquidity in Futures Markets [2008]
Goss, Barry; Yamey, Basil - The Economics of Futures Trading [1976]
Greyserman, Alex; Kaminski, Kathryn - Trend following with Managed Futures [2014]
Gutmann, Michael - The Very Latest E-Mini Trading [2009]
Henrard, Marc - Interest Rate Modelling in the Multi-Curve Framework [2014]
Hull, John C. - Fundamentals of Futures and Options Markets [10th Ed., 2018]
Kaeppel, Jay - The Four Biggest Mistakes In Futures Trading [2000]
Kroll, Stanley - Kroll on Futures Trading Strategy [1987]
Labuszewski, John et al. - The CME Group Risk Management Handbook [2010]
Lind-Waldock - The Complete Guide to Futures Trading [2005]
Lofton, Todd - Getting started in Futures [5th Ed., 2005]
Powers, Mark - Starting out in Futures Trading [6th Ed., 2001]
Refco Private Client Group - The Complete Guide to Futures Trading [2005]
Rhoads, Russell - Trading VIX Derivatives [2011]
Schwager, Jack; Etzkorn, Mark - A Complete Guide to the Futures Market [2nd Ed., 2017]
Smith, Courtney - Futures Spread Trading [2000]
Spence, Donald - Introduction to Futures and Options [1997]
Thomsett, Michael - Winning with Futures [2009]
Williams, Larry - Trade Stocks and Commodities with the Insiders [2005]

  1. Options
Augen, Jeff - Day Trading Options [2010]
Augen, Jeff - The Volatility-Edge in Options-Trading [2008]
Baird, Allen - Option Market Making [1992]
Bennett, Colin - Volatility Trading [2012]
Chen, Dennis; Sebastian, Mark - The Option Trader's Hedge Fund [2012]
Clark, Ian - Commodity Option Pricing [2014]
Cofnas, Abe - Trading Binary Options [2nd Ed., 2016]
Cordier, James; Gross, Michael - The Complete Guide to Option Selling [2nd Ed.; 2009]
Derman, Emanuel et al. - The Volatility Smile [2016]
DeRosa, David - Options on Foreign Exchange [3rd Ed., 2011]
Duarte, Joe - Trading Options For Dummies [3rd Ed., 2017]
Fontanills, George - Trade Options Online [2nd Ed., 2009]
Fullman, Scott - Increasing Alpha with Options [2010]
Jabbour, George; Budwick, Philip - The Option Trader Handbook [2nd Ed., 2010]
Jordan, Lenny - The Financial Times Guide to Options [2nd Ed., 2011]
Junghenn, Hugo - Option Valuation [2011]
Keene, Andrew - Keene on the Market [2013]
Khouw, Michael; Guthner, Mark - The Options Edge [2016]
Kinahan, Joe - Essential Option Strategies [2016]
Levy, Jared - Bloomberg Visual Guide to Options [2013]
Lowell, Lee - Get Rich with Options [2nd Ed., 2009]
McMillan, Lawrence - McMillan on Options [2nd Ed., 2004]
Morris, Virginia - An Investors Guide to Trading Options [2013]
Natenberg, Sheldon - Option Volatility and Pricing [2nd Ed., 2014]
Nations, Scott - The Complete Book of Option Spreads and Combinations [2014]
Passarelli, Dan - Trading Option Greeks [2nd Ed., 2012]
Peters, Linda - Real Options Illustrated [2016]
Rouah, Fabrice; Vainberg, Gregory - Option Pricing Models [2007]
Saliba, Anthony - Option Spread Strategies [2009]
Sebastian, Mark - Trading Options for Edge [2017]
Sherbin, Al - How to Price and Trade Options [2015]
Sinclair, Euan - Option Trading [2010]
Sinclair, Euan - Volatility Trading [2nd Ed.; 2013]
Smith, Courtney - Option Strategies [3rd Ed., 2008]
Thomsett, Michael - Getting Started in Options [7th Ed., 2007]
Thomsett, Michael - Options Installment Strategies [2018]
Thomsett, Michael - Options Trading for the Conservative Investor [2nd Ed.; 2010]
Thomsett, Michael - Put Option Strategies for Smarter Trading [2010]
Thomsett, Michael - The Complete Options Trader [2018]
Thomsett, Michael - The Mathematics of Options [2017]
Ward, Robert - Options And Options Trading [2004]
Weert, Frans - An Introduction to Options Trading [2006]
Zerenner, Ernie; Chupka, Michael - Naked Puts [2008]

Edit#1: It is probably not wrong to add a 4th category here, which is in the spirit of the overarching theme.
EDIT#2: I don't know why, but I left out Wilmott completely - 4 titles added. See above under Quantitative Finance.
EDIT#3: I added the "Derivatives (general)" category and will add "Futures" and "Options" later.
EDIT #4: Added "Futures" and "Options" categories. Please note that not all titles in these categories will be useful for algorithmic purposes.

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