Multi Class Text Classification CnnClassify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.
Stars: ✭ 410 (+736.73%)
Nlp In PracticeStarter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
Stars: ✭ 790 (+1512.24%)
Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
Stars: ✭ 570 (+1063.27%)
Text mining resourcesResources for learning about Text Mining and Natural Language Processing
Stars: ✭ 358 (+630.61%)
Eda nlpData augmentation for NLP, presented at EMNLP 2019
Stars: ✭ 902 (+1740.82%)
Spacy💫 Industrial-strength Natural Language Processing (NLP) in Python
Stars: ✭ 21,978 (+44753.06%)
Textclassification KerasText classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
Stars: ✭ 621 (+1167.35%)
Gather DeploymentGathers scalable tensorflow and infrastructure deployment
Stars: ✭ 326 (+565.31%)
Bert language understandingPre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Stars: ✭ 933 (+1804.08%)
Hanlp中文分词 词性标注 命名实体识别 依存句法分析 成分句法分析 语义依存分析 语义角色标注 指代消解 风格转换 语义相似度 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
Stars: ✭ 24,626 (+50157.14%)
Nlp xiaojiang自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用
Stars: ✭ 954 (+1846.94%)
Sequence Semantic EmbeddingTools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.
Stars: ✭ 435 (+787.76%)
Nlp Experiments In PytorchPyTorch repository for text categorization and NER experiments in Turkish and English.
Stars: ✭ 35 (-28.57%)
Tf Rnn AttentionTensorflow implementation of attention mechanism for text classification tasks.
Stars: ✭ 735 (+1400%)
Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
Stars: ✭ 360 (+634.69%)
Keras Textclassification中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Stars: ✭ 914 (+1765.31%)
Snips NluSnips Python library to extract meaning from text
Stars: ✭ 3,583 (+7212.24%)
Chatito🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Stars: ✭ 678 (+1283.67%)
Nlp RecipesNatural Language Processing Best Practices & Examples
Stars: ✭ 5,783 (+11702.04%)
Bert seq2seqpytorch实现bert做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持GPT2进行文章续写。
Stars: ✭ 298 (+508.16%)
Nlp tensorflow projectUse tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.
Stars: ✭ 27 (-44.9%)
MetaA Modern C++ Data Sciences Toolkit
Stars: ✭ 600 (+1124.49%)
Few Shot Text ClassificationFew-shot binary text classification with Induction Networks and Word2Vec weights initialization
Stars: ✭ 32 (-34.69%)
Concise Ipython Notebooks For Deep LearningIpython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
Stars: ✭ 23 (-53.06%)
TextcnnTextCNN by TensorFlow 2.0.0 ( tf.keras mainly ).
Stars: ✭ 37 (-24.49%)
Omnicat BayesNaive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)
Stars: ✭ 30 (-38.78%)
TfclassifierTensorflow based training and classification scripts for text, images, etc
Stars: ✭ 441 (+800%)
Chatbot cn基于金融-司法领域(兼有闲聊性质)的聊天机器人,其中的主要模块有信息抽取、NLU、NLG、知识图谱等,并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Stars: ✭ 791 (+1514.29%)
Keras TextText Classification Library in Keras
Stars: ✭ 421 (+759.18%)
Ml Classify Text JsMachine learning based text classification in JavaScript using n-grams and cosine similarity
Stars: ✭ 38 (-22.45%)
Whatlang RsNatural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/
Stars: ✭ 400 (+716.33%)
Lightnlp基于Pytorch和torchtext的自然语言处理深度学习框架。
Stars: ✭ 739 (+1408.16%)
Text gcnGraph Convolutional Networks for Text Classification. AAAI 2019
Stars: ✭ 945 (+1828.57%)
RmdlRMDL: Random Multimodel Deep Learning for Classification
Stars: ✭ 375 (+665.31%)
Nlp chinese corpus大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Stars: ✭ 6,656 (+13483.67%)
Nlp Projectsword2vec, 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
Stars: ✭ 360 (+634.69%)
Artificial Adversary🗣️ Tool to generate adversarial text examples and test machine learning models against them
Stars: ✭ 348 (+610.2%)
Text ClassificationImplementation of papers for text classification task on DBpedia
Stars: ✭ 682 (+1291.84%)
Text2genderPredict the author's gender from their text.
Stars: ✭ 14 (-71.43%)
Eda nlp for chineseAn implement of the paper of EDA for Chinese corpus.中文语料的EDA数据增强工具。NLP数据增强。论文阅读笔记。
Stars: ✭ 660 (+1246.94%)
TextclassifierText classifier for Hierarchical Attention Networks for Document Classification
Stars: ✭ 985 (+1910.2%)
Text classificationall kinds of text classification models and more with deep learning
Stars: ✭ 7,179 (+14551.02%)
Wikipedia2vecA tool for learning vector representations of words and entities from Wikipedia
Stars: ✭ 655 (+1236.73%)