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Ruyi Qu's Projects

cpp-basics icon cpp-basics

collection of exercises I used when learning c plus plus

csc311-fall-2021-introduction-to-machine-learning icon csc311-fall-2021-introduction-to-machine-learning

An introduction to methods for automated learning of relationships on the basis of empirical data. Classification and regression using nearest neighbour methods, decision trees, linear models, and neural networks. Clustering algorithms. Problems of overfitting and of assessing accuracy. Basics of reinforcement learning.

csc413-winter-2021-neural-networks-and-deep-learning icon csc413-winter-2021-neural-networks-and-deep-learning

An introduction to neural networks and deep learning. Backpropagation and automatic differentiation. Architectures: convolutional networks and recurrent neural networks. Methods for improving optimization and generalization. Neural networks for unsupervised and reinforcement learning.

cwcf icon cwcf

Source code for paper Classification with Costly Features using Deep Reinforcement Learning.

leetcode icon leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

lihang-code icon lihang-code

ใ€Š็ปŸ่ฎกๅญฆไน ๆ–นๆณ•ใ€‹็š„ไปฃ็ ๅฎž็Žฐ

markdown-resume icon markdown-resume

A simple, elegant, and fast workflow to write resumes and CVs in Markdown.

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