Probability and Computing - Randomized Algorithms and Probabilistic Analysis中文版 作者Michael Mitzenmacher， Eli Upfal

Understanding Molecular Simulation From Algorithms to Applications.

This fourth edition of Robert Sedgewick and Kevin Wayne’s Algorithms is the leading textbook on algorithms today and is widely used in colleges and universities worldwide. This book surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing--including fifty algorithms every programmer should know.

Algorithms in Python

Genetic Algorithms as in the file

数据结构与算法研究 “数据结构”课程由同济大学管理科学与工程系梁哲教授教授。 我在Coursera上研究了图上的算法。 笔记： 数据结构 图上的算法 代码： 排序 分而治之 图形 练习： 算法导论

DQN-PyTorch 实现PyTorch 目录： 项目结构： ├── agents | └── dqn.py # the main training agent for the dqn ├── graphs | └── models | | └── dqn.py | └── losses | | └── huber_loss.py # contains huber loss definition ├── datasets # contains all dataloaders for the project ├── utils # utilities folder containing input extraction, replay memory, config parsing, etc | └── assets | └── replay_memory.py |

Data Structures and Algorithms in Java 6th Edition.2014.pdf数据结构与算法 纯英文 java

纠错码经典课本《Error Correction Coding Mathematical Methods and Algorithms》，非常好用。

Wellesley, Massachusetts, А К Peters, Ltd., 1995. - 308 p., ISBN 1-56881-017-2. Library of Congress Cataloging-in-Publication Data.This is the continuation of One Dimensional Spline Interpolation Algorithms to two dimensions as mentioned in the postscript to that book. We again take the point of view that the nodes (only in the plane) and the values to be interpolated are fixed ahead of time and that no information on a possible underlying function is available.Contents: Preface. Spline Interpolation on Rectangular Grids. Polynomial Interpolation. Rectangular Grids and Product Interpolation. The Lagrange Form of the Bivariate Interpolating Polynomial. Polynomial Interpolation on Special Triangular Grids. Bilinear Spline Interpolation. Searching a Rectangular Grid. Bilinear Interpolation on Rectangles. Biquadratic Spline Interpolants. Knots the Same as Nodes. Knots Different from Nodes. Shape Preservation. A Local Quadratic Method of Interpolation. Bicubic Spline Interpolation. Bicubic Spline Interpolation on Rectangular Grids. Parametric Bicubic Spline Interpolation. Bicubic Hermite Spline Interpolation. Semi-Bicubic Hermite Spline Interpolation. Shape Preservation. Biquadratic Histosplines. Birational Spline Interpolants. Birational Spline Interpolants on Rectangular Grids. Birational Histosplines. Spline Interpolation for Arbitrarily Distributed Points. Global Methods without Triangulation. Existence Problems and Goal Setting. Shepard's Method. Hardy's Multiquadrics. Triangulations. Linear Spline Interpolants over Triangulations. The Approximation of First Partial Derivatives. Quadratic Spline Interpolants over Triangulations. Cubic Spline Interpolation over Triangulations. C1 Spline Interpolation of Degree Five on Triangulations. Postscript. A. Appendix. B. List of Subroutines. Bibliography. Index.