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Larix-Shen's Projects

knn icon knn

kNN((k-nearest neighbors algorithm),此專案以ETtoday新聞進行kNN範例之實作

mit-ml icon mit-ml

斯坦福机器学习完整 python 实现

n-gram icon n-gram

This project is based on n-gram and apply to find the similar question by user's query.

reinforcement-learning icon reinforcement-learning

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

seq2seq icon seq2seq

Sequence to Sequence Learning with Keras

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。

tf-idf_tutorial icon tf-idf_tutorial

計算關鍵詞重要程度(TF-IDF實作)Calculate cosine-similarity between documents using TF-IDF

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