Sign-In
Cart
Deep Learning in Hilbert Spaces: New Frontiers in Algorithmic Trading
Paperback
Series: The Artificial Edge: Quantitative Trading Strategies with Python
Publisher: Independently Published
Published: Sep 25 2024
Pages: 352
Weight: 1.04
Height: 0.73 Width: 6.00 Depth: 9.00
Language: English
This book delves into the fusion of advanced mathematical concepts and cutting-edge deep learning techniques to transform algorithmic trading. By extending deep learning models into Hilbert spaces-complete infinite-dimensional spaces endowed with inner products-the book presents a novel framework for handling the complex, high-dimensional data inherent in financial markets. This approach opens new avenues for modeling and predicting market behaviors with greater accuracy and computational efficiency.
Main Topics:
Foundations of Hilbert Spaces in Financial Modeling: This section introduces the core principles of Hilbert spaces and their applicability to finance, explaining how infinite-dimensional spaces can model complex financial phenomena more effectively than traditional finite-dimensional methods.Extending Deep Learning Architectures to Hilbert Spaces: Exploring how standard deep learning models like neural networks can be generalized to operate within Hilbert spaces, enabling the processing of functional data and continuous-time signals crucial for high-frequency trading.
Kernel Methods and Reproducing Kernel Hilbert Spaces (RKHS): Discussing the role of RKHS in enhancing machine learning models, particularly in capturing nonlinear relationships in financial data through kernel functions that map inputs into higher-dimensional Hilbert spaces.
Also from
Flux, Jamie
Quantitative Algorithm Design for FX Markets: Building High-Frequency Trading Systems With Python
Flux, Jamie
Paperback
Proteomics Data Mining - Advanced Computational Methods for Bioengineers: With R and Bioconductor
Flux, Jamie
Paperback
Elliptic Partial Differential Equations: Theory and Practical Applications with Python
Flux, Jamie
Paperback
Computational Physics - Quantum Mechanics: Comprehensive All in One Handbook With Python
Flux, Jamie
Paperback
Brain-Computer Interfaces: Programming Real-Time Neural Interaction Systems With Python
Flux, Jamie
Paperback
Computational Fluid Dynamics in Aerospace Engineering: Modeling and Analyzing Fluid Flows
Flux, Jamie
Paperback
Computational Physics - Black Holes: Comprehensive All in One Handbook With Python
Flux, Jamie
Paperback
Computational Modeling of Neural Systems: Programming Biologically Realistic Simulations With Python
Flux, Jamie
Paperback
Advanced Robotics for Rocket Assembly: Programming Automation and Precision Mechanics With Python
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Pioneering Self-Evolving Networks through Meta-Learning
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Innovating AI for Protein-Protein Interaction Networks
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Structuring Deep Reinforcement Learning for Robotics Control
Flux, Jamie
Paperback
Advanced Signal Processing Algorithms on Multi-Dimensional Data With CUDA: Never Before Seen Algorithms
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Engineering Synthetic Creativity via Generative Neural Models
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Predicting Non-Trivial Zeros of the Riemann Zeta Function
Flux, Jamie
Paperback
End-to-End Differentiable Architecture: Zero-Shot Learning with Infinite Modalities
Flux, Jamie
Paperback
Also in
Investing & Finance
How to Invest $50-$5,000: The Small Investor's Step-By-Step Plan for Low-Risk Investing in Today's Economy
Dunnan, Nancy
Paperback
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
Poor Charlie's Almanack: The Essential Wit and Wisdom of Charles T. Munger
Munger, Charles T.
Hardcover
Hide Your Assets and Disappear: A Step-By-Step Guide to Vanishing Without a Trace
Pankau, Edmund
Paperback
J.K. Lasser's Your Income Tax 2026: For Preparing Your 2025 Tax Return
J K Lasser Institute
Paperback
Fearless Pricing: Ignite Your Team, Own Your Value, and Command What You Deserve
Brown, Casey
Paperback
Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
Hardcover
The Compounders: From Small Acquisitions to Giant Shareholder Returns
Hadziefendic, Adnan
Dybvad, Oddbjørn
Nyland, Kjetil
Paperback
How to Invest in Gold and Silver: A Complete Guide with a Focus on Mining Stocks
Durrett, Don
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Danko, William D.
Stanley, Thomas J.
Paperback
The Complete Turtletrader: How 23 Novice Investors Became Overnight Millionaires
Covel, Michael W.
Paperback
How Not to Invest: The Ideas, Numbers, and Behaviors That Destroy Wealth--And How to Avoid Them
Ritholtz, Barry
Hardcover
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Farchy, Jack
Blas, Javier
Paperback
The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns
Bogle, John C.
Hardcover
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
The Intelligent Investor, 3rd Ed.: The Definitive Book on Value Investing
Graham, Benjamin
Zweig, Jason
Hardcover
Trading: Technical Analysis Masterclass: Master the financial markets
Czubatinski, Moritz
Schlotmann, Rolf
Paperback
The World According to Martin Armstrong: Conversations with the Master Forecaster
Lutz, Kerry
Paperback
Options Trading Crash Course: The #1 Beginner's Guide to Make Money With Trading Options in 7 Days or Less!
Richmond, Frank
Paperback
A History of the United States in Five Crashes: Stock Market Meltdowns That Defined a Nation
Nations, Scott
Paperback
Broken Money: Why Our Financial System is Failing Us and How We Can Make it Better
Alden, Lyn
Paperback
The Price of Democracy: The Revolutionary Power of Taxation in American History
Williamson, Vanessa S.
Hardcover
Tax-Free Wealth: How to Build Massive Wealth by Permanently Lowering Your Taxes
Wheelwright, Tom
Paperback
Trading in the Zone: Master the Market with Confidence, Discipline, and a Winning Attitude
Douglas, Mark
Hardcover
The Lords of Easy Money: How the Federal Reserve Broke the American Economy
Leonard, Christopher
Paperback
A Richer Retirement: Supercharging the 4% Rule to Spend More and Enjoy More
Bengen, William P.
Hardcover
La Psicología del Dinero: 18 Claves Imperecederas Sobre Riqueza Y Felicidad / The Psychology of Money
Housel, Morgan
Paperback
Understanding Living Trusts(R): How You Can Avoid Probate, Keep Control, Save Taxes, and Enjoy Peace of Mind
Schumacher, Vickie
Paperback
Profit First: Transform Your Business from a Cash-Eating Monster to a Money-Making Machine
Michalowicz, Mike
Hardcover
J.K. Lasser's 1001 Deductions and Tax Breaks 2026: Your Complete Guide to Everything Deductible
Weltman, Barbara
Paperback
The Winner's Curse: Behavioral Economics Anomalies, Then and Now
Thaler, Richard H.
Imas, Alex
Hardcover
Planet Money: A Guide to the Economic Forces That Shape Your Life
Mayyasi, Alex
Hosts of Npr's Planet Money
Hardcover
The World According to Martin Armstrong: Conversations with the Master Forecaster
Lutz, Kerry
Hardcover
The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
Zuboff, Shoshana
Paperback
El Inversor Inteligente: Un Libro de Asesoramiento Práctico = The Intelligent Investor
Graham, Benjamin
Paperback
One Up on Wall Street: How to Use What You Already Know to Make Money in the Market
Lynch, Peter
Paperback
Reducing the Risk of Black Swans: Using the Science of Investing to Capture Returns with Less Volatility
Swedroe, Larry
Grogan, Kevin
Paperback
SEVENTEEN TO MILLIONAIRE You're Seventeen. You're Canadian. You wanna be rich. Let's do this.
Price, Douglas
Paperback
Invest Like a Billionaire: Unlocking the Wealth Secrets of the Ultra-Rich
Fraser, Ben
Fraser, Bob
Hardcover
The Trauma of Money: Mapping Compassionate Pathways to Healing Financial Trauma and Disempowering Financial Shame
Chapman, Chantel
Hardcover
J.K. Lasser's Small Business Taxes 2026: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
Paperback
Friends That Invest: Your Guide to Financial Independence Through Shares and Stocks
Kaur, Simran
Paperback
Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
Paperback
How to Make Money in Stocks: A Winning System in Good Times and Bad, Fourth Edition
O'Neil, William J.
Paperback
Choose Wisely: Rationality, Ethics, and the Art of Decision-Making
Schwartz, Barry
Schuldenfrei, Richard
Hardcover
HBR Guide to Buying a Small Business: Think Big, Buy Small, Own Your Own Company
Yudkoff, Royce
Ruback, Richard S.
Paperback
The Psychology of Selling: How to Sell More, Easier, and Faster Than You Ever Thought Possible
Tracy, Brian
Paperback
El Dinero No Es El Problema, Tú Lo Eres - Money is Not the Problem Spanish
Douglas, Gary M.
Heer, Dain
Paperback
Fixed: Why Personal Finance Is Broken and How to Make It Work for Everyone
Campbell, John Y.
Ramadorai, Tarun
Hardcover
A Beginner's Guide to the Stock Market: Everything You Need to Start Making Money Today
Kratter, Matthew R.
Paperback
The Baron of Wall Street: Clarence Dillon and the Making of the Modern Financial World
Loomis Jr, William R.
Hardcover
Investing 101: From Stocks and Bonds to Etfs and Ipos, an Essential Primer on Building a Profitable Portfolio
Cagan, Michele
Hardcover
The Book on Rental Property Investing: How to Create Wealth with Intelligent Buy and Hold Real Estate Investing
Turner, Brandon
Paperback
Mindmasters: The Data-Driven Science of Predicting and Changing Human Behavior
Matz, Sandra
Hardcover
Your Complete Guide to Factor-Based Investing: The Way Smart Money Invests Today
Swedroe, Larry E.
Berkin, Andrew L.
Paperback
Covered Calls for Beginners: A Risk-Free Way to Collect "Rental Income" Every Single Month on Stocks You Already Own
Publications, Freeman
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Danko, William D.
Stanley, Thomas J.
Hardcover
Alchemy: The Dark Art and Curious Science of Creating Magic in Brands, Business, and Life
Sutherland, Rory
Paperback
Elliott Wave - Fibonacci High Probability Trading: Master The Wave Principle and Market Timing With Proven Strategies
Sanders, Jarrod
Paperback
The Mental Game of Trading: A System for Solving Problems with Greed, Fear, Anger, Confidence, and Discipline
Tendler, Jared
Paperback
Profit First For Lawyers: Transform Your Law Firm from a Cash-Eating Monster to a Money-Making Machine
Robins, RJon
Hardcover
Can't Deny It - An Unlikely Wall Street Career and the Calls that Reshaped the Energy Industry
Terreson, Doug
Hardcover
Financial Intelligence: A Manager's Guide to Knowing What the Numbers Really Mean
Berman, Karen
Knight, Joe
Hardcover
The QQQ and TQQQ ETF Profit Machine: A Roadmap for Trading and Investing in Cutting-Edge AI-Focused Tech Titans
Leslie N Masonson
Hardcover
Heard on The Street: Quantitative Questions from Wall Street Job Interviews
Crack, Timothy Falcon
Paperback
Payments Systems in the U.S.: A Guide for the Payments Professional
Loftesness, Scott
Benson, Carol Coye
Jones, Russ
Paperback
Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions
Ariely, Dan
Paperback
Retirement Planning Guidebook: Navigating the Important Decisions for Retirement Success
Pfau, Wade
Paperback
Dividend Investing: Dependable Income to Navigate All Market Environments
Harrington, Jenny
Paperback
The Capital Order: How Economists Invented Austerity and Paved the Way to Fascism
Mattei, Clara E.
Paperback
Bitcoin Is for Everyone: Why Our Financial System Is Broken and Bitcoin Is the Solution
Brunell, Natalie
Paperback
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Blas, Javier
Farchy, Jack
Hardcover
Financial Literacy for All: Disrupting Struggle, Advancing Financial Freedom, and Building a New American Middle Class
Bryant, John Hope
Paperback
Millionaire Mission: A 9-Step System to Level Up Your Finances and Build Wealth
Preston, Brian
Hardcover
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets
Taleb, Nassim Nicholas
Paperback
The Million-Dollar Financial Services Practice: A Proven System for Becoming a Top Producer
Mullen Jr, David J.
Paperback
The Art of Asset Allocation: Principles and Investment Strategies for Any Market, Second Edition
Darst, David H.
Hardcover
The Essays of Warren Buffett: Lessons for Corporate America
Cunningham, Lawrence a.
Buffett, Warren E.
Paperback
Obviously Awesome: How to Nail Product Positioning so Customers Get It, Buy It, Love It
Dunford, April
Paperback
Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
Hardcover
Buffett's 2-Step Stock Market Strategy: Know When To Buy A Stock, Become A Millionaire, Get The Highest Returns
Jiwani, Danial
Paperback
Buy and Hedge: The 5 Iron Rules for Investing Over the Long Term
Ferbert, Wayne
Pestrichelli, Jay
Hardcover
Dancing Between the Toes of Elephants: Clever Private Equity Idioms and Anecdotes from an Outsider's Experience on the Inside
Magliochetti, Michael
Paperback
The Infographic Guide to Personal Finance: A Visual Reference for Everything You Need to Know
Lariviere, Elisabeth
Cagan, Michele
Paperback
The 5 Mistakes Every Investor Makes and How to Avoid Them: Getting Investing Right
Mallouk, Peter
Paperback
The Accounting Game: Basic Accounting Fresh from the Lemonade Stand
Orloff, Judith
Mullis, Darrell
Paperback
This Time Is Different: Eight Centuries of Financial Folly
Rogoff, Kenneth S.
Reinhart, Carmen M.
Paperback
Venture Deals: Be Smarter Than Your Lawyer and Venture Capitalist
Feld, Brad
Mendelson, Jason
Hardcover
Engines That Move Markets: Technology Investing from Railroads to the Internet and Beyond
Nairn, Alasdair
Hardcover
Section 1031 Exchanges: How to Swap Till Ya' Drop, Building Family Wealth While Minimizing Taxes
Rogers, Louis J.
Paperback
Security Analysis, Seventh Edition: Principles and Techniques
Dodd, David
Klarman, Seth A.
Graham, Benjamin
Hardcover
The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
Como Gane $2,000,000 En La Bolsa / How I Made $2,000,000 in the Stock Market
Darvas, Nicolas
Paperback
Piense y Hágase Rico.: Nueva Traducción, Basada En La Versión Original 1937.
Hill, Napoleon
Hardcover
Foreclosures Unlocked: Your Key to Success in Real Estate Investing
Shippee, Kevin
Tortoriello, Matthew
Paperback
Masters of the Universe: Winning Strategies of America's Greatest Dealmakers
Kadlec, Daniel J.
Paperback