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tianye121212's Projects

interview_internal_reference icon interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1500+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1500+页)和视频链接

polynomial_surrogates icon polynomial_surrogates

Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions via least-angle regression as well as continuous-space low-rank approximations in canonical polyadics format.

python icon python

All Algorithms implemented in Python

scikit-opt icon scikit-opt

Heuristic Algorithms(Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Algorithm and TSP in Python（遗传算法、粒子群算法、模拟退火、蚁群算法、免疫优化算法、鱼群算法，旅行商问题）

sparse-matrix icon sparse-matrix

C++ implementation of sparse matrix using CRS (Compressed Row Storage) format

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