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嵌入式课程实验以及其他有趣的实验记录

cpp_primer_practice icon cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库,包括笔记和课后练习答案。

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

kgpolicy icon kgpolicy

Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020

movierecommendation icon movierecommendation

本项目使用两种算法来实现一个电影推荐系统,一个是CNN,另一个是矩阵分解的协同过滤。

rl-book icon rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rl-movie-recommender icon rl-movie-recommender

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

striatum-trival01 icon striatum-trival01

基于原striatum项目,修改movielens_bandits.py使example能够运行,并且拓展该项目功能使其能够在 movieLens-10M100K、movieLens-1M(movieLens-100K)数据集上运行。

textinfoexp icon textinfoexp

自然语言处理相关实验(基于sougou数据集),包含文本特征提取(TF-IDF),文本分类,文本聚类,word2vec训练词向量及同义词词林中文词语相似度计算、文档自动摘要,信息抽取,情感分析与观点挖掘等。

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