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Yuchen Shi's Projects

dc-mst-hssga icon dc-mst-hssga

Third-party implementation of A hybrid genetic algorithm for the degree-constrained minimum spanning tree problem. 求解带度约束的最小生成树问题的算法复现. **科学院大学现代智能优化方法第三次作业.

kaggle-dogs-vs-cats-pytorch icon kaggle-dogs-vs-cats-pytorch

Pytorch implementation for Dogs vs. Cats Redux: Kernels Edition, Kaggle competition. Modified from Image Classification with Pytorch. Homework of Deep Learning, UCAS course 081203M05009H. Kaggle猫狗分类比赛的Pytorch实现, 修改自Image Classification with Pytorch, **科学院大学深度学习作业.

markdown-resume icon markdown-resume

Markdown Chinese and English resume template. Markdown中英文简历模板.

neuroprim icon neuroprim

NeuroPrim: an attention-based model for solving three spanning tree problems (DCMST, MRCST, STP) on Euclidean space

pytorch-struct icon pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

svm icon svm

Numpy implementation of Sequential Minimal Optimization (SMO) and Parallel Dual Coordinate Descent (PDCD).

tsp-attention icon tsp-attention

Attention model for solving Traveling Salesman Problem (TSP), implemented by Pytorch with Policy Optimization with Multiple Optima (POMO) baseline.

tsp-meta-heuristic icon tsp-meta-heuristic

Python implementation of Tabu Search (TB), Genetic Algorithm (GA), and Simulated Annealing (SA) solving Travelling Salesman Problem (TSP). Term project of Intelligent Optimization Methods, UCAS course 070105M05002H. 禁忌搜索, 遗传算法, 模拟退火解旅行商问题的Python实现. **科学院大学现代智能优化方法大作业.

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