hankcs/CS224n
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
$ git clone https://github.com/Cadene/skip-thoughts.torch.gitCS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
Tensorflow2.3的文本分类项目,支持各种分类模型,支持相关tricks。
Implementation of Hierarchical Attention Networks in PyTorch
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,AutoFIS等,包含经典推荐系统数据集criteo 、movielens等
Data from GitHub · snapshot Sep 24, 2026