zbarui's repositories
crawler-book
《爬虫实战：从数据到产品》一书源代码
cs230-code-examples
Code examples in pyTorch and Tensorflow for CS230
cvrp-decomposition
Decomposition Strategies for Vehicle Routing Heuristics
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
DeepLearning
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
HGS-CVRP
Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.
ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
ST-ResNet-PyTorch
The implementation of ST-ResNet in PyTorch.
TSPDrone-RL
A Deep Reinforcement Learning Approach for Solving the Traveling Salesman Problem with Drone
UAV-algorithm-design
PDSTSP problem algorithm design at Weihui