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xierunzhi's Projects

algorithm-base icon algorithm-base

专门为刚开始刷题的同学准备的算法基地,没有最细只有更细,立志用动画将晦涩难懂的算法说的通俗易懂!

algs4 icon algs4

Algorithms, 4th edition textbook code and libraries

cs-books icon cs-books

本仓库无偿分享各种计算机书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

cytotalk icon cytotalk

A novel computational method for inferring cell-type-specific signaling networks using single-cell transcriptomics data for better characterization of cell-cell communication.

driver2comm icon driver2comm

A general computationalframework for associating cancer cell-intrinsic driver genes with -extrinsic cell-cell communication

github icon github

GitHub 漫游指南- a Chinese ebook on how to build a good project on Github. Explore the users' behavior. Find some thing interest.

gspan icon gspan

Python implementation of frequent subgraph mining algorithm gSpan. Directed graphs are supported.

machinelearning_zhouzhihua_problemsets icon machinelearning_zhouzhihua_problemsets

Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题,个人解答。各算法都拿numpy和pandas实现了一遍

ml-assignments icon ml-assignments

about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

rsoptsc icon rsoptsc

Cell-cell communication and lineage inference for scRNA-seq data

spatalk icon spatalk

Knowledge-graph-based cell-cell communication inference for spatially resolved transcriptomic data

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