zeyujia Goto Github PK

appliedmathtools

Seminar Tools in Applied Mathematics

deepritzmethod

Group project for Deep Learning: Algorithms and Applications in Peking University 2018 Spring. This is a brief survey, discussion and implementation for deep Ritz method.

exploration-in-rl

kaggle

optimaltransport

Group project for Convex Optimization in Autumn 2017 in PKU. This includes implementation and discussion of several method in solving optimal transport problems.

outlierdetection

Group project for Statistical Learning in Peking University 2018 Fall. This is a brief survey of outlier detection tasks, including implementation and discussion of several outlier detection algorithms.

pointernet

Pytorch implementation of Pointer Network

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

turbulentflow

Group project for Mathematical Models in Spring 2018 in PKU. This includes literature survey and simple experiments about turbulent flow models