Mathematics for Machine Learning by Marc Peter DeisenrothOeuvres Completes de Niels Henrik Abel by Niels Henrik AbelCategorical Data Analysis by Alan AgrestiTheory of Linear Operators in Hilbert Space by N.I. AkhiezerIntroduction to Machine Learning by Ethem Alpaydin
Mathematics for Machine Learning
120 books — 12 voters
Algebra by Serge LangNumbers by Heinz-Dieter EbbinghausAn Introduction to Manifolds by Loring W. TuCategories for the Working Mathematician by Saunders Mac LaneDifferential Forms in Algebraic Topology by Raoul Bott
Best of Springer Mathematics
500 books — 35 voters

Dynamical Systems in Neuroscience by Eugene M. IzhikevichMathematical Models in Biology by Leah Edelstein-KeshetMathematical Biology by James Dickson MurrayMathematical Biology II by James Dickson MurrayMathematical Foundations of Neuroscience by G. Bard Ermentrout
Mathematical Biology (MMath)
12 books — 6 voters

Networks by M.E.J. NewmanNetwork Science by Albert-László BarabásiNumerical Optimization by Jorge NocedalDynamic Programming by Richard E. BellmanDynamic Programming and Markov Processes by Ronald A. Howard
Operational Research (MMath)
7 books — 7 voters
The Solid Earth by C.M.R. FowlerFundamentals of Geophysics by William LowrieGlobal Physical Climatology by Dennis L. HartmannWhole Earth Geophysics by Robert J. LilliePotential Theory in Gravity and Magnetic Applications by Richard J. Blakely
Geophysics (MMath)
5 books — 6 voters

An Introduction to Modern Astrophysics by Bradley W. CarrollSpacetime Physics by Edwin F. TaylorIntroduction to Cosmology by Barbara RydenGravitation and Cosmology by Steven WeinbergThe Large Scale Structure of Space-Time by Stephen Hawking
Astrophysics (MMath)
11 books — 6 voters
Gravitation by Charles W. MisnerA First Course in General Relativity by Bernard F. SchutzSpacetime and Geometry by Sean CarrollGeometry, Relativity and the Fourth Dimension by Rudolf RuckerGeneral Relativity by Robert M. Wald
Relativity and Gravitation (MMath)
26 books — 9 voters

Solid State Physics by Neil W. AshcroftStatistical Mechanics by R.K. PathriaCourse of Theoretical Physics by L.D. LandauFundamentals of Statistical and Thermal Physics by Frederick ReifMolecular Driving Forces by Ken A. Dill
Statistical Physics (MMath)
22 books — 6 voters
Introduction to Quantum Mechanics by David J. GriffithsModern Quantum Mechanics by J.J. SakuraiPrinciples of Quantum Mechanics by Ramamurti ShankarQuantum Computing Since Democritus by Scott AaronsonThe Principles Of Quantum Mechanics by Paul A.M. Dirac
Quantum Physics (MMath)
51 books — 7 voters

Concepts in Thermal Physics by Stephen J. BlundellFundamentals of Statistical and Thermal Physics by Frederick ReifMolecular Driving Forces by Ken A. DillModern Classical Physics by Kip S. ThorneSimulating Hamiltonian Dynamics by Benedict Leimkuhler
Thermal Physics (MMath)
7 books — 7 voters
Introduction to Electrodynamics by David J. GriffithsClassical Electrodynamics by John David JacksonA Student's Guide to Maxwell's Equations by Daniel FleischCourse of Theoretical Physics by L.D. LandauSchaum's Outline of Electromagnetics by Mahmood Nahvi
Electrodynamics (MMath)
11 books — 7 voters

Course of Theoretical Physics by L.D. LandauAn Album of Fluid Motion by Milton Van DykeAn Introduction to Fluid Dynamics by G.K. BatchelorModern Classical Physics by Kip S. ThorneElementary Fluid Dynamics by D.J. Acheson
Fluid Dynamics (MMath)
9 books — 7 voters

The Principia  by SIR ISAAC NEWTONNonlinear Dynamics and Chaos by Steven H. StrogatzClassical Mechanics by Charles P. Poole Jr.Course of Theoretical Physics by L.D. LandauClassical Mechanics by John R. Taylor
Classical Mechanics (MMath)
21 books — 7 voters
Introduction to Algorithms by Thomas H. CormenThe Nature of Computation by Cristopher MooreIntroduction to the Theory of Computation by Michael SipserStructure and Interpretation of Computer Programs by Harold AbelsonConcrete Mathematics by Ronald Graham
Theoretical Computer Science (MMath)
57 books — 6 voters

Numerical Analysis by Richard L. BurdenComputational Geometry by Mark de BergNumerical Recipes by William H. PressMatrix Computations by Gene H. GolubNumerical Optimization by Jorge Nocedal
Numerical Methods (MMath)
52 books — 6 voters



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