Pattern Recognition and Machine Learning
Christopher M. Bishop
Proofs: A Long-Form Mathematics Textbook
Jay Cummings
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Book of Proof
Richard H. Hammack
Proofs and Refutations: The Logic of Mathematical Discovery
Imre Lakatos
Proof and the Art of Mathematics: Examples and Extensions
Joel David Hamkins
Reading, Writing, and Proving: A Closer Look at Mathematics
Ulrich Daepp & Pamela Gorkin
Mathematical Thinking: Problem-Solving and Proofs 2nd Edition
John P. D'Angelo & Douglas Brent West