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wuhanllliu's Projects

chinesenlpcorpus icon chinesenlpcorpus

中文自然语言处理数据集,平时做做实验的材料。欢迎补充提交合并。

introrl icon introrl

Intro to Reinforcement Learning (强化学习纲要)

seq2annotation icon seq2annotation

基于 TensorFlow & PaddlePaddle 的通用序列标注算法库(目前包含 BiLSTM+CRF, Stacked-BiLSTM+CRF 和 IDCNN+CRF,更多算法正在持续添加中)实现中文分词(Tokenizer / segmentation)、词性标注(Part Of Speech, POS)和命名实体识别(Named Entity Recognition, NER)等序列标注任务。

weibo-analysis-and-visualization icon weibo-analysis-and-visualization

使用python对微博文本分析和可视化,LDA(树图)、关系图、词云、时间趋势(折线图)、热度地图、词典情感分析(饼图和3D柱状图)、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

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