Results for “Journal of Machine Learning Research”

The Chaos Textbook: Mathematics in the age of the computer

Glenn Elert

Information Theory, Inference, and Learning Algorithms

David J. C. MacKay

Lectures In Basic Computational Numerical Analysis

J. M. McDonough (University of Kentucky)

Concepts and Applications of Inferential Statistics

Richard Lowry

NIST Handbook of Statistical Methods

Resource on practical statistics directed towards scientists and engineers.

Linear Methods of Applied Mathematics

E. Harrell, J. Herod (Georgia Tech)

Mathematics of the Discrete Fourier Transform (DFT) with Audio Applications

Julius O. Smith III (Stanford University)

Supplements to the Exercises in Chapters 1-7 of Walter Rudin's "Principles of Mathematical Analysis"

George M. Bergman

The Calculus of Functions of Several Variables

Dan Sloughter

Analysis of Functions of a Single Variable

Lawerence Baggett

Elementary Calculus: An Approach Using Infinitesimals

Professor H. Jerome Keisler

The Geometry and Topology of Three-Manifolds

W. Thurston

Graph Theory : Interactive Algorithm Visualizer | Graph Theory Learning Platform

Hadjoudj Mohammed Islam

Interactive Linear Algebra

Dan Margalit and Joseph Rabinoff

Elements of Abstract and Linear Algebra

E.H. Connell (University of Miami)

Proofs and Concepts: the fundamentals of abstract mathematics

Joy Morris, Dave Morris

Set Theory and Foundations of Mathematics

Sylvain Poirier

Book of Proof

Richard Hammak (Virginia Commonwealth University)

Basic Concepts of Mathematics

Elias Zakon

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.