Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
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Numpy Ml | 14,162 | 6 months ago | 3 | June 20, 2020 | 35 | gpl-3.0 | Python | |||
Machine learning, in numpy | ||||||||||
Nlp Journey | 1,563 | 5 months ago | 3 | April 29, 2020 | apache-2.0 | Python | ||||
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0. | ||||||||||
Deep_learning_nlp | 359 | 4 years ago | Jupyter Notebook | |||||||
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP | ||||||||||
Nlp Projects | 345 | 3 years ago | 1 | OpenEdge ABL | ||||||
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding | ||||||||||
Attentionwalk | 299 | 2 years ago | gpl-3.0 | Python | ||||||
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018). | ||||||||||
Abcnn | 252 | 5 years ago | 4 | Python | ||||||
Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Tensorflow | ||||||||||
Textclf | 217 | 10 months ago | 8 | mit | Python | |||||
TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型,通过简单配置即可完成数据处理、模型训练、测试等过程。 | ||||||||||
Hierarchical Attention Network | 117 | 6 years ago | 3 | Jupyter Notebook | ||||||
Implementation of Hierarchical Attention Networks in PyTorch | ||||||||||
Text_rnn_attention | 102 | 4 years ago | 6 | mit | Python | |||||
嵌入Word2vec词向量的RNN+ATTENTION中文文本分类 | ||||||||||
Self Attentive Emb Tf | 91 | 6 years ago | 1 | mit | Python | |||||
Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017) |