Machine learning, in numpy

Topic Modelling for Humans

Extract Keywords from sentence or Replace keywords in sentences.

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFI…

兜哥出品 <一本开源的NLP入门书籍>

Beautiful visualizations of how language differs among document types.

Pre-trained word vectors of 30+ languages

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?? Contextually-keyed word vectors

A fast, efficient universal vector embedding utility package.

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Four word embedding models implemented in Python. Supporting arbitrary context features

基于Pytorch和torchtext的自然语言处理深度学习框架。

Deep neural network framework for multi-label text classification

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

基于法律裁判文书的事件抽取及其应用，包括数据的分词、词性标注、命名实体识别、事件要素抽取和判决结果预测等内容

中文情感分析库(Chinese Sentiment))可对文本进行情绪分析、正负情感分析。Text analysis, supporting multiple methods including word count, readability, document similarity, sentiment analysis, Word2Vec .

中文詞向量訓練教學