awesome-math
A curated list of awesome mathematics resources
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General Resources / Learning Platforms | |||
Khan Academy | |||
Coursera | |||
MIT OpenCourseWare | |||
edX | |||
Brilliant | |||
WooTube | |||
Mathigon | |||
Calculus.org | |||
Ximera | : free interactive mathematics textbooks (Ohio State University) | ||
MathRelay | |||
Almost Fun | |||
Oxford Mathematics | |||
Math Academy | |||
General Resources / Learn to Learn | |||
Understanding Mathematics | 1,063 | over 1 year ago | |
General Resources / Youtube Series | |||
Brandon Foltz | |||
StatQuest | |||
3Blue1Brown | |||
NPTEL | |||
PatrickJMT | |||
Professor Leonard | |||
General Resources / Youtube Series / Professor Leonard | |||
Precalculus - College Algebra/Trigonometry | |||
Calculus 1 | |||
Calculus 2 | |||
Calculus 3 | |||
Differential Equations | |||
To The Point Math | |||
General Resources / Youtube Series | |||
Crash Course | |||
Harvard | |||
MIT OpenCourseWare | |||
Mathologer | |||
The Math District | |||
Mathematical Monk | |||
General Resources / Tools | |||
Symbolab | |||
Desmos | |||
Math Words | |||
Wolfram Alpha | |||
Maxima | |||
Sympy | |||
Sagemath | |||
Unit Converter | |||
GeoGebra | |||
Macaulay2 | |||
Singular | |||
GNU Octave | |||
Magma | |||
Maple | |||
Matlab | |||
Wolfram Mathematica | |||
Free Math | |||
xhub | |||
CopyPasteMathjax | |||
Finance calculators | |||
Mathcheap | |||
Midpoint Calculator | |||
Quartiles Calculator | |||
General Resources / Questions and Answers | |||
Mathematics Stack Exchange | |||
MathOverflow | for professional mathematicians | ||
General Resources / Encyclopedia | |||
Encyclopedia of Mathematics | |||
Planetmath | |||
ProofWiki | |||
Wolfram Mathworld | |||
The On-Line Encyclopedia of Integer Sequences | Great compendium of many different integer sequences. Founded 1964 by N. J. A. Sloane | ||
The Princeton Companion to Mathematics | π² - Timothy Gowers (Professor, Fields medallist), June Barrow-Green (Professor), and Imre Leader (Professor) | ||
Encyclopedia of Distances (4th Edition) | π² - Michel Marie Deza, Elena Deza | ||
General Resources / Books | |||
Calculus: Basic Concepts for High Schools | L.V. Tarasov | ||
Basics of Algebra, Topology, and Differential Calculus | Jean Gallier (University of Pennsylvania) | ||
Multivariable Calculus | G. Cain, J. Herod (Georgia Tech) | ||
Wikibooks | |||
Online Mathematics Textbooks | |||
Beginning and Intermediate Algebra | |||
Free Mathematics Books | 334,730 | 21 days ago | |
Trigonometry | |||
General Resources / Magazines | |||
Quanta Magazine | Features latest research breakthroughs in an accessible style for non-experts | ||
Bulletin of the American Mathematical Society | Expository articles on contemporary mathematical research, written in a way that gives insight to mathematicians who may not be experts in the particular topic | ||
Notices of the American Mathematical Society | Publicizes activities of the Society and features surveys, reports, news, announcements, and opinions on industry trends, academia, and research | ||
European Mathematical Society Magazine | The Magazine features announcements about meetings and conferences, articles outlining current trends in scientific development, reports on member societies, and many other informational items | ||
Mathematics Today by Institute of Mathematics and its Applications | News, opinions, and articles related to mathematics, so the reader stays updated | ||
Crux Mathematicorum by Canadian Mathematical Society | source of unique and challenging mathematical problems designed for the secondary and undergraduate levels. It includes an Olympiad Corner which is helpful for math competitions | ||
General Resources / Blogs | |||
BetterExplained | Maintained by Kalid Azad | ||
ILoveMaths | For grades 6 thru 12 in K-12 system | ||
3blue1brown | Animated Maths | ||
Mathsisfun | simple text lightweight site for students up to highschool | ||
MathematicsIsAScience | Peter Saveliev (Professor of mathematics at Marshall University, Huntington WV, USA) | ||
General Resources / Meetings and Conferences | |||
MathsJam | monthly local recreational maths/puzzle meetups and an annual gathering in Staffordshire, England | ||
Talking Maths in Public | a conference for maths communicators, running every two years, usually in the UK | ||
Bridges | an annual conference on mathematical connections in art, music, architecture, and culture. The 2025 meeting is in Eindhoven, Netherlands | ||
General Resources / Misc | |||
Areas of mathematics on Wikipedia | |||
Paul's Online Math Notes | Paul Dawkins (Lamar University) | ||
List of electronic textbooks | Marcel B. Finan (Arkansas Tech University) | ||
Topology Atlas | |||
Recreations in Math | H. E. Licks (1917) | ||
Magic Squares and Cubes | W. S. Andrews (1917) | ||
Convex Optimization | Stephen Boyd and Lieven Vandenberghe | ||
Fabrice Baudoin's Notes | Both research and lecture notes on many topics, Including Diffusions on foliated manifold, Stochastic Calculus, Global analysis in Dirichlet spaces, and more | ||
Branches of Mathematics / Foundations of Mathematics / Transition To Pure Rigour Math | |||
Basic Concepts of Mathematics | π - Elias Zakon | ||
Book of Proof | π - Richard Hammak (Virginia Commonwealth University) | ||
How to Prove It: A Structured Approach (3rd Edition) | π - Daniel J. Velleman (Professor) | ||
Branches of Mathematics / Foundations of Mathematics / Set Theory | |||
Sets, Relations, Functions | π - Ivo DΓΌntsch, GΓΌnther Gediga | ||
An Introduction to Set Theory | π - William A. R. Weiss | ||
Set Theory and Foundations of Mathematics | π - Sylvain Poirier | ||
Set Theory on the Stanford Encyclopedia of Philosophy | π | ||
Branches of Mathematics / Foundations of Mathematics / Logic | |||
Introduction to Logic | π - Michael Genesereth, Eric Kao (Stanford University) | ||
An Introduction to Formal Logic | π - P.D. Magnus (University at Albany) | ||
A Problem Course in Mathematical Logic | π - Stefan Bilaniuk (Trent University) | ||
Computability - An introduction to recursive function theory | π - Nigel Cutland (University of Hull) | ||
Language, Proof, and Logic | π - Jon Barwise, John Etchemendy | ||
Mathematical Logic | π - Helmut Schwichtenberg | ||
Mathematical Logic | π - Stephen G. Simpson (Pennsylvania State University) | ||
Formal Logic | π - Miguel Palomino | ||
Predictive Arithmetic | π - Edward Nelson | ||
Proofs and Concepts: the fundamentals of abstract mathematics | π - Joy Morris, Dave Morris | ||
Mathematical Reasoning: Writing and Proof | π - Ted Sundstrom | ||
Logic and Proof | π - Jeremy Avigad, Robert Y. Lewis, and Floris van Doorn | ||
QED - an interactive textbook | π - Terence Tao | ||
Open Logic Textbook | π - collaborative effort, main contributors listed | ||
Branches of Mathematics / Foundations of Mathematics / Category Theory | |||
Introduction to Category Theory and Categorical Logic | π - Thomas Streicher | ||
An Introduction to Category Theory | π - Harold Simmons | ||
Category Theory | π - Steve Awodey (Carnegie Mellon University) | ||
Category Theory | π - B. Pareigis | ||
Category Theory for Computing Science | π - Michael Barr, Charles Wells | ||
Toposes, Triples and Theories | π - Michael Barr, Charles Wells | ||
Abelian Categories | π - Peter Freyd | ||
Categories and Groupoids | π - P. J. Higgins | ||
Basic Concepts of Enriched Category Theory | π - G. M. Kelley | ||
Abstract and Concrete Categories: The Joy of Cats | π - Jiri Adamek, Horst Herrlich, George Strecker | ||
Seven Sketches in Compositionality: An Invitation to Applied Category Theory | π - Brendan Fong and David I. Spivak (MIT) | ||
Category Theory in Context | π - Emily Riehl (John Hopkins University) | ||
Branches of Mathematics / Foundations of Mathematics / Type Theory | |||
Proofs and Types | π - Jean-Yves Girard | ||
Intuitionistic Type Theory | π - Per Martin-Lof | ||
Type Theory and Functional Programming | π - Simon Thompson | ||
Programming in Martin-Lofβs Type Theory | π - Bengt Nordstrom, Kent Petersson, Jan M. Smith | ||
Branches of Mathematics / Foundations of Mathematics / Homotopy Type Theory | |||
Homotopy Type Theory | π | ||
Branches of Mathematics / Foundations of Mathematics / Surreal Numbers | |||
Surreal Numbers - How two ex-students turned on to pure mathematics and found total happiness | π - D. E. Knuth | ||
Surreal Numbers and Games | π | ||
Conway names, the simplicity hierarchy and the surreal number tree | π - Philip Ehrlich | ||
Branches of Mathematics / Number Theory | |||
Elementary Number Theory: Primes, Congruences, and Secrets | π - William Stein | ||
Elementary Number Theory | π - W. Edwin Clark (University of South Florida) | ||
A Course on Number Theory | π - Peter J. Cameron | ||
A Computational Introduction to Number Theory and Algebra | π - Victor Shoup | ||
Number Theory: A Contemporary Introduction | π - Pete L. Clark | ||
An Introduction to the Theory of Numbers | π - Leo Moser | ||
Yet Another Introductory Number Theory Textbook | π - Jonathan A. Poritz | ||
Branches of Mathematics / Number Theory / Algebraic Number Theory | |||
Introduction to Algebraic Number Theory | π | ||
Introduction to Algebraic Number Theory | π - F. Oggier | ||
Algebraic Number Theory | π - J.S. Milne | ||
Algebraic Number Theory Course Notes | π - Matthew Baker (Georgia Tech) | ||
A Course In Algebraic Number Theory | π - Robert Ash | ||
Branches of Mathematics / Number Theory / Analytic Number Theory | |||
Introduction to Analytic Number Theory | π - A.J. Hildebrand (University of Illinois) | ||
Elements of Analytic Number Theory | π - P. S. Kolesnikov, E. P. Vdovin (Novosibirsk) | ||
Analytic Number Theory | π - Otto Forster (LMU Munich) | ||
Analytic Number Theory - Lecture Notes based on Davenportβs book | π - Andreas StrΓΆmbergsson | ||
Branches of Mathematics / Algebra | |||
A Course in Universal Algebra | π - S. Burris, H.P. Sankappanavar | ||
A Course in Commutative Algebra | π - Robert Ash | ||
First Course in Algebra | π - Herbert E. Hawkes, William A. Luby, Frank C. Touton (1910) | ||
Second Course in Algebra | π - Herbert E. Hawkes, William A. Luby, Frank C. Touton (1911) | ||
Algebra: An Elementary Text-Book, Part I | π - G. Chrystal (1904) | ||
Algebra: An Elementary Text-Book, Part II | π - G. Chrystal (1900) | ||
Understanding Algebra | π - James W. Brennan | ||
Branches of Mathematics / Algebra / Abstract Algebra | |||
Introduction to Abstract Algebra | π - D. S. Malik, John N. Mordeson, M.K. Sen (Creighton University) | ||
Introduction to Modern Algebra | π - David Joyce (Clark University) | ||
Algebraic Methods | π - F. Oggier | ||
Abstract Algebra : Theory and Applications | π - Thomas W. Judson, Robert A. Beezer (Austin State University) | ||
An Undergraduate Course in Abstract Algebra | π - Robert Howlett | ||
Elements of Abstract and Linear Algebra | π - E.H. Connell (University of Miami) | ||
Abstract Algebra: The Basic Graduate Year | π - Robert Ash | ||
Abstract Algebra: Harvard Extension (Archived) | π - Benedict Gross | ||
Abstract Algebra: Harvard Extension Videos | π - Benedict Gross | ||
Branches of Mathematics / Algebra / Group Theory | |||
Notes on Group Theory | π - Mark Reeder | ||
Group Theory | π - J.S. Milne | ||
Notes on Finite Group Theory | π - Peter J. Cameron | ||
Group Theory | π - Pedrag Civitanovic | ||
Branches of Mathematics / Algebra / Linear Algebra | |||
Fundamentals of Linear Algebra | π - James B. Carrell | ||
Linear Algebra and Matrices | π - Martin Fluch | ||
Vector Space Theory | π - Robert Howlett | ||
Linear Algebra | π - Jim Hefferon | ||
MIT OpenCourseWare Lectures on Linear Algebra (18.06) as Jupyter Notebooks | 534 | 11 months ago | π - Juan Klopper |
Elementary Linear Algebra | π - Keith Matthews | ||
A First Courses in Linear Algebra | π - Rob Breezer | ||
Linear Algebra | π - David Cherney, Tom Denton, Andrew Waldron | ||
Introduction to vectors and tensors, Vol 1: linear and multilinear algebra | π - Ray M Bowen, C. C. Wang | ||
Introduction to vectors and tensors, Vol 2: vector and tensor analysis | π - Ray M Bowen, C. C. Wang | ||
Introduction to Applied Linear Algebra | π - Stephen Boyd (Stanford University), Lieven Vandenberghe (UCLA) | ||
Linear Algebra Done Wrong | π - Sergei Treil | ||
Immersive Linear Algebra | π - J. StrΓΆm, K. Γ strΓΆm, and T. Akenine-MΓΆller | ||
Interactive Linear Algebra | π - Dan Margalit and Joseph Rabinoff | ||
Linear Algebra, Infinite Dimensions, and Maple | π - James Herod | ||
Branches of Mathematics / Algebra / Ring Theory | |||
Foundations of Module and Ring Theory | π - Robert Wisbauer (University of DΓΌsseldorf) | ||
Branches of Mathematics / Algebra / Galois Theory | |||
An Introduction to Galois Theory | π - Andrew Baker (University of Glasgow) | ||
Fields and Galois Theory | π - J.S. Milne | ||
Galois theory | π - Miles Reid | ||
Galois Theory | π - Ian Stewart | ||
Galois Theory | π β Tom Leinster (University of Edinburgh) | ||
Branches of Mathematics / Algebra / Lie Algebras | |||
Lie Algebras | π - Shlomo Sternberg | ||
Branches of Mathematics / Combinatorics | |||
Basic Combinatorics | π - Carl G. Wagner (University of Tennessee) | ||
Applied Combinatorics | π - Mitchel T. Keller, William T. Trotter | ||
Notes on Combinatorics | π - Peter J. Cameron | ||
Analytic Combinatorics | π - Philippe Flajolet, Robert Sedgewick | ||
generatingfunctionology | π - Herbert Wilf | ||
Branches of Mathematics / Combinatorics / Graph Theory | |||
Graph Theory: Lecture Notes | π - Christopher Griffin | ||
Graph Theory | π - Reinhard Diestel | ||
Branches of Mathematics / Geometry and Topology | |||
Fundamentals of Geometry | π - Oleg A. Belyaev | ||
A=B | π - M. Petkovsek, H. Wilf, D. Zeilberger | ||
Elements | π - Euclid | ||
Euclid's Elements Redux | π - Daniel Callahan | ||
Mathematical Illustrations | π - Bill Casselman | ||
Byrne's Euclid | π - Oliver Byrne | ||
Plane Geometry | π - George Wentworth and David Eugene Smith (1913) | ||
Planes and Spherical Trigonometry | π - George Wentworth and David Eugene Smith (1915) | ||
Coordinate Geometry | π - Henry Buchard Fine and Henry Dallas Thompson (1911) | ||
Analytic Geometry | π - Lewis Parker Siceloff, George Wentworth, David Eugene Smith (1922) | ||
Branches of Mathematics / Geometry and Topology / Differential Geometry | |||
Introduction to Differential Geometry | π - Joel W. Robbin, Dietmar A. Salamon | ||
Notes on Differential Geometry and Lie Groups | π - Jean Gallier (University of Pennsylvania) | ||
Topics in Differential Geometry | π - Peter W. Michor | ||
Lectures on Differential Geometry | π - Wulf Rossmann | ||
An Introduction to Riemannian Geometry | π - Sigmundur Gudmundsson (Lund University) | ||
The Geometry and Topology of Three-Manifolds | π - W. Thurston | ||
Semi-Riemann Geometry and General Relativity | π - Shlomo Sternberg | ||
Discrete Differential Geometry | π - Keenan Crane | ||
Branches of Mathematics / Geometry and Topology / Algebraic Geometry | |||
A Brief Introduction to Algebraic Geometry | π - R.C. Churchill | ||
Introduction to Algebraic Geometry | π - Igor V. Dolgachev | ||
Foundations of Algebraic Geometry | π - Ravi Vakil | ||
Algebraic Geometry | π - Jean Gallier, Stephen S. Shatz (University of Pennsylvania) | ||
Algebraic Geometry | π - J.S. Milne | ||
Algebraic Geometry | π - Andreas Gathmann (University of Kaiserslautern) | ||
The Stacks Project | π - Maintained by Aise Johan de Jong (Columbia) | ||
Branches of Mathematics / Geometry and Topology / Algebraic Statistics | |||
Lectures on Algebraic Statistics | π - Mathias Drton, Bernd Sturmfels, Seth Sullivant | ||
An Introduction to Algebraic Statistics | π - Cristiano Bocci, Luca Chiantini and Anthony V. Geramita | ||
Algebraic Statistics | π - Karl-Heinz Zimmermann | ||
Algebraic Statistics for Computational Biology | π - Pachter, and Sturmfels | ||
Branches of Mathematics / Geometry and Topology / Topology | |||
Elementary Applied Topology | π - Robert Ghrist (UPenn) | ||
Introduction to Topology | π | ||
Introduction to Topology | π - Alex KΓΌronya | ||
Introductory Topology | π - Jim L. Brown | ||
General Topology | π - Pierre Schapira (Paris VI University) | ||
Elementary Topology Problem Textbook | π | ||
General Topology | π - Jesper M. MΓΈller | ||
Topology Topics | π | ||
Branches of Mathematics / Geometry and Topology / Algebraic Topology | |||
Algebraic Topology | π - Allen Hatcher | ||
A Concise Course in Algebraic Topology | π - J. P. May | ||
Introduction to Algebraic Topology | π - Martin Cadek | ||
Algebra and Topology | π - Pierre Schapira (Paris VI University) | ||
Lecture Notes in Algebraic Topology | π - James F. Davis, Paul Kirk (Indiana University) | ||
Algebraic Topology | π - Michael Starbird | ||
Lecture Notes on Algebraic Topology | π - Jie Wu | ||
Branches of Mathematics / Analysis / Real Analysis | |||
MIT OpenCourseWare Lectures on Calculus | π - G. Strang | ||
Elementary Calculus: An Approach Using Infinitesimals | π - Professor H. Jerome Keisler | ||
An Introduction to Real Analysis | π - John K. Hunter (University of California at Davis) | ||
Introduction to Real Analysis | π - William F. Trench (Trinity University, Texas) | ||
Basic Analysis: Introduction to Real Analysis | π - JiΕΓ Lebl | ||
Elementary Real Analysis | π - Thomson, Bruckner | ||
Lecture Notes in Real Analysis | π - Eric T. Sawyer (McMaster University) | ||
Real Analysis | π - C. McMullen | ||
Real Analysis for Graduate Students | π - Richard F. Bass | ||
Modern Real Analysis | π - William P. Ziemer (Indiana University) | ||
Mathematical Analysis Vol I | π - Elias Zakon | ||
Mathematical Analysis Vol II | π - Elias Zakon | ||
Advanced Calculus | π - Lynn Loomis, Schlomo Sternberg | ||
Analysis of Functions of a Single Variable | π - Lawerence Baggett | ||
The Calculus of Functions of Several Variables | π - Dan Sloughter | ||
A ProblemText in Advanced Calculus | π - John M. Erdman | ||
Calculus and Linear Algebra. Vol. 1 | π - Wilfred Kaplan, Donald J. Lewis | ||
Calculus and Linear Algebra. Vol. 2 | π - Wilfred Kaplan, Donald J. Lewis | ||
Introduction to Calculus I and II | π - J.H. Heinbockel | ||
Active Calculus | π - Matt Boelkins | ||
Supplements to the Exercises in Chapters 1-7 of Walter Rudin's "Principles of Mathematical Analysis" | π - George M. Bergman | ||
Calculus Made Easy | π - Silvanus P. Thompson (1910) | ||
Elements of Differential and Integral Calculus | π - William Anthony Granville (1911) | ||
Precalculus | π - Carl Stitz, Jeff Zeager | ||
Branches of Mathematics / Analysis / Harmonic Analysis | |||
Harmonic Analysis Lecture Notes | π - Richard S. Laugesen (University of Illinois at UrbanaβChampaign) | ||
Harmonic Analysis | π - W. Schlag | ||
Lecture Notes: Fourier Transform and its Applications | π - Brad Osgood | ||
Fourier Analysis | π - Lucas Illing | ||
Mathematics of the Discrete Fourier Transform (DFT) with Audio Applications | π - Julius O. Smith III (Stanford University) | ||
Branches of Mathematics / Analysis / Complex Analysis | |||
Introduction to Complex Analysis | π - Michael Taylor | ||
An Introduction to Complex Analysis and Geometry | π - John P. D'Angelo (University of Illinois) | ||
A First Course in Complex Analysis | π - Matthias Beck, Gerald Marchesi, Dennis Pixton, Lucas Sabalka | ||
A Guide to Complex Variables | π - Steven G. Krantz | ||
Complex Analysis | π - Charles Walkden | ||
Complex Analysis | π - Christian Berg | ||
Complex Variables | π - R. B. Ash, W.P. Novinger | ||
Complex Analysis | π - Christer Bennewitz | ||
Complex Analysis | π - Donald E. Marshall | ||
A Concise Course in Complex Analysis and Riemann Surfaces | π - Wilhelm Schlag | ||
Complex Analysis | π - G. Cain (Georgia Tech) | ||
Complex Analysis | π - Juan Carlos Ponce Campuzano | ||
Branches of Mathematics / Analysis / Functional Analysis | |||
An Introduction to Functional Analysis | π - Laurent W. Marcoux (University of Waterloo) | ||
Functional Analysis: Lecture Notes | π - Jeff Schenker (Michigan State University) | ||
Functional Analysis Lecture Notes | π - T.B. Ward (University of East Anglia) | ||
Functional Analysis | π - Alexander C. R. Belton | ||
Topics in Real and Functional Analysis | π - Gerald Teschl | ||
Functional Analysis | π - Christian Remling | ||
Theory of Functions of a Real Variable | π - Shlomo Sternberg | ||
Functional Analysis | π - Lawerence Baggett | ||
Branches of Mathematics / Analysis / Measure Theory | |||
An Introduction to Measure Theory | π - Terence Tao (UCLA) | ||
Lecture Notes on Measure Theory and Functional Analysis | π - P. Cannarsa, T. DβAprile | ||
Lecture Notes in Measure Theory | π - Christer Borell | ||
A Crash Course on the Lebesgue Integral and Measure Theory | π - Steve Cheng | ||
Measure Theory | π - John K. Hunter (University of California at Davis) | ||
Measure and Integration | π - Dietmar A. Salamon (ETH ZΓΌrich) | ||
Lecture notes: Measure Theory | π - Bruce K. Driver | ||
Branches of Mathematics / Analysis / Ordinary Differential Equations | |||
Difference Equations To Differential Equations | π - Dan Sloughter | ||
Ordinary Differential Equation | π - Alexander Grigorian (University of Bielefeld) | ||
Ordinary Differential Equations: Lecture Notes | π - Eugen J. Ionascu | ||
Ordinary Differential Equations | π - Peter Philip | ||
Ordinary Differential Equations | π - Gabriel Nagy | ||
Ordinary Differential Equations and Dynamical Systems | π - Gerald Teschl | ||
Notes on Differential Equations | π - Bob Terrell | ||
Elementary Differential Equations | π - William F. Trench | ||
Elementary Differential Equations With Boundary Value Problems | π - William F. Trench | ||
Notes on Diffy Qs: Differential Equations for Engineers | π - JiΕΓ Lebl | ||
Differential Equations | π - H. B. Phillips (1922) | ||
Branches of Mathematics / Analysis / Partial Differential Equations | |||
Notes on Partial Differential Equations | π - John K. Hunter (University of California at Davis) | ||
Partial Differential Equations: Lecture Notes | π - Erich Miersemann (Leipzig University) | ||
Linear Methods of Applied Mathematics | π - E. Harrell, J. Herod (Georgia Tech) | ||
Branches of Mathematics / Probability and Statistics / Probability Theory | |||
Introduction to Probability | π - Charles M. Grinstead, J. Laurie Snell | ||
Introduction to Probability | π - Dimitri P. Bertsekas, John N. Tsitsiklis (MIT) | ||
A Short Introduction to Probability | π - Dirk P. Kroese (University of Queensland) | ||
Probability: Theory and Examples | π - Rick Durrett | ||
Probability and Statistics Cookbook | 2,245 | over 1 year ago | π - Matthias Vallentin (UC Berkeley) |
The Only Probability Cheatsheet You'll Ever Need | π - William Chen | ||
An Introduction to Probability and Random Processes | π - Gian-Carlo Rota, Kenneth Baclawski | ||
Foundations of Constructive Probability Theory | π - Yuen-Kwok Chan | ||
Branches of Mathematics / Probability and Statistics / Statistics | |||
Lecture Notes on Statistical Theory | π - Ryan Martin (University of Illinois) | ||
Introduction to Statistics and Data Analysis for Physicists | π - Gerhard Bohm, GΓΌnter Zech | ||
Probability and Mathematical Statistics | π - Prasanna Sahoo (University of Louisville) | ||
Lectures on Statistics | π - William G. Faris | ||
Statistical Theory | π - Adolfo J. Rumbos | ||
Theory of Statistics | π - James E. Gentle (George Mason University) | ||
Theory of Statistics | π - Joseph C. Watkins (University of Arizona) | ||
Glossary of Data Modeling | π - AI Access | ||
Statistics Papers | π - List of statistics papers curated by the Institute for Digital Research and Education (IDRE) at UCLA on methods such as bootstrap and factor invariance | ||
NIST Handbook of Statistical Methods | π - Resource on practical statistics directed towards scientists and engineers | ||
Concepts and Applications of Inferential Statistics | π - Richard Lowry | ||
Rough set data analysis: A road to non-invasive knowledge discovery | π - Ivo DΓΌntsch, GΓΌnther Gediga | ||
Statistical Thinking for the 21st Century | π - Russell A. Poldrack | ||
Odds and Ends: Introducing Probability & Decision with a Visual Emphasis | π - Jonathan Weisberg | ||
Seeing Theory | π - Daniel Kunin, Jingru Guo, Tyler Dae Devlin, and Daniel Xiang | ||
Statistics Done Wrong | π - Alex Reinhart | ||
All of Statistics: A Concise Course in Statistical Inference | π - Larry Wasserman | ||
Branches of Mathematics / Probability and Statistics / Statistical Learning | |||
An Introduction to Statistical Learning with Applications in R | π - Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani | ||
The Elements of Statistical Learning | π - Trevor Hastie, Robert Tibshirani, Jerome Friedman | ||
Statistical Learning Theory | π - Percy Liang | ||
Reinforcement Learning: An Introduction | π - Richard S. Sutton, Andrew G. Barto | ||
Branches of Mathematics / Probability and Statistics / Stochastic processes | |||
Lectures on Stochastic Processes | π - K. Ito (Tata Institute of Fundamental Research, Bombay) | ||
Probability and Stochastic Processes with Applications | π - Oliver Knill (Harvard University) | ||
Stochastic Processes | π - Amir Dembo (Stanford University) | ||
Lecture Notes on Stochastic Processes | π - Frank NoΓ©, Bettina Keller and Jan-Hendrik Prinz (Freie UniversitΓ€t Berlin) | ||
Introduction to Stochastic Processes - Lecture Notes | π - Gordan Ε½itkoviΔ (University of Texas) | ||
Applied Stochastic Processes in science and engineering | π - Matt Scott (University of Waterloo) | ||
An Introduction to Stochastic Processes in Continuous Time | π - Flora Spieksma (Leiden University) | ||
Markov Chains and Mixing Times | π - David A. Levin, Yuval Peres, Elizabeth L. Wilmer | ||
Convergence of Stochastic Processes | π - David Pollard | ||
Branches of Mathematics / Numerical Analysis | |||
Introduction to Numerical Analysis | π - Doron Levy (University of Maryland) | ||
A Concise Introduction to Numerical Analysis | π - Douglas N. Arnold (University of Minnesota) | ||
Numerical Analysis | π - L. Ridgway Scott | ||
Lectures In Basic Computational Numerical Analysis | π - J. M. McDonough (University of Kentucky) | ||
Advanced Numerical Methods and Their Applications to Industrial Problems: Adaptive Finite Element Methods | π - Alfred Schmidt, Arsen Narimanyan | ||
Numerical Analysis for Engineers | π - Douglas Wilhelm Harder | ||
Advanced Linear Algebra: Foundations to Frontiers | ππ₯ - Robert van de Geijn, Margaret Myers (University of Texas at Austin) | ||
Branches of Mathematics / Signal processing | |||
Introduction to Signal Processing | π - Sophocles J. Orfanidis (Rutgers University) | ||
Foundations of Signal Processing | π - Martin Vetterli, Jelena Kovacevic, Vivek K Goyal | ||
An Introduction to Statistical Signal Processing | π - Robert M. Gray, Lee D. Davisson | ||
Think DSP | π - Allen B. Downey | ||
Linear algebra, signal processing, and wavelets. A unified approach. | π - Γyvind Ryan (University of Oslo) | ||
Branches of Mathematics / Mathematics for Computer Science | |||
Mathematics for Computer Science | π - Eric Lehman, F. Thomson Leighton, Albert R. Meyer | ||
Algorithms and Complexity | π - H. Wilf | ||
Lecture Notes on Optimization | π - Pravin Varaiya | ||
Information Theory, Inference, and Learning Algorithms | π - David J. C. MacKay | ||
The Chaos Textbook: Mathematics in the age of the computer | π - Glenn Elert | ||
Branches of Mathematics / Mathematical Biology | |||
Mathematical Biology | π - Jeffrey Chasnov | ||
Branches of Mathematics / Mathematical Physics | |||
Introduction to Continuum Mechanics | π - Ray. M. Bowen | ||
Mathematical Tools for Physics | π - James Nearing | ||
Mechanism of the Heavens (1831) | π - Mary Somerville | ||
Students Lecture Notes | |||
Evan Chen | MIT. 2012 ~ 2018. Covers Combinatorics, Number Theory, Honors Algebra, Set Theory, Real Analysis, Graph Theory, and more | ||
Dexter Chua | Harvard. 2013 ~ 2018. Covers Analysis, Probability, Linear Algebra, Complex Analysis, Numerical Analysis, Statistics, Optimization, Algebraic Topology, Quantum Field Theory, and more | ||
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