Repository Index

TranslatedList of personally collected books PDF download Baidu Cloud e-book download

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

• reinforcement-learning
• book
• courses
• tutorials

TranslatedGraduate student mathematical modeling, undergraduate mathematical modeling, outstanding papers from mathematical modeling competitions, mathematical modeling algorithms, LaTeX paper templates, algorithm mind maps, reference books, Matlab software tutorials, PPT

• mathematics
• math
• algorithm
• matlab

Instructions for building an almost consumer hardware based prototype of a hearing aid

• hearing
• hearing-aids
• signal-processing
• jack

Support vector machines (SVMs) and related kernel-based learning algorithms are a well-known class of machine learning algorithms, for non-parametric classification and regression. liquidSVM is an implementation of SVMs whose key features are: fully integrated hyper-parameter selection, extreme speed on both small and large data sets, full flexibility for experts, and inclusion of a variety of different learning scenarios: multi-class classification, ROC, and Neyman-Pearson learning, and least-squares, quantile, and expectile regression.

• svm
• regression
• classification
• machine-learning