FastnlpfastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
Stars: ✭ 2,441 (+1606.99%)
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 (-83.92%)
Artificial Adversary🗣️ Tool to generate adversarial text examples and test machine learning models against them
Stars: ✭ 348 (+143.36%)
TextvecText vectorization tool to outperform TFIDF for classification tasks
Stars: ✭ 167 (+16.78%)
Dan Jurafsky Chris Manning NlpMy solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Stars: ✭ 124 (-13.29%)
support-tickets-classificationThis case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en
Stars: ✭ 142 (-0.7%)
Text-Classification-LSTMs-PyTorchThe aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.
Stars: ✭ 45 (-68.53%)
FastrtextR wrapper for fastText
Stars: ✭ 103 (-27.97%)
Command Line Text Processing⚡ From finding text to search and replace, from sorting to beautifying text and more 🎨
Stars: ✭ 9,771 (+6732.87%)
Rcnn Text ClassificationTensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
Stars: ✭ 127 (-11.19%)
Texting[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"
Stars: ✭ 103 (-27.97%)
PadatiousA neural network intent parser
Stars: ✭ 124 (-13.29%)
NeuronblocksNLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Stars: ✭ 1,356 (+848.25%)
Doc2vec📓 Long(er) text representation and classification using Doc2Vec embeddings
Stars: ✭ 92 (-35.66%)
Python Stop WordsGet list of common stop words in various languages in Python
Stars: ✭ 122 (-14.69%)
Bible text gcnPytorch implementation of "Graph Convolutional Networks for Text Classification"
Stars: ✭ 90 (-37.06%)
MtpMulti-lingual Text Processing
Stars: ✭ 87 (-39.16%)
Parselawdocuments对收集的法律文档进行一系列分析,包括根据规范自动切分、案件相似度计算、案件聚类、法律条文推荐等(试验目前基于婚姻类案件,可扩展至其它领域)。
Stars: ✭ 138 (-3.5%)
PrenlpPreprocessing Library for Natural Language Processing
Stars: ✭ 130 (-9.09%)
ContextConText v4: Neural networks for text categorization
Stars: ✭ 120 (-16.08%)
KefirbbA flexible Java text processor. BB, BBCode, BB-code, HTML, Textile, Markdown, parser, translator, converter.
Stars: ✭ 83 (-41.96%)
KadotKadot, the unsupervised natural language processing library.
Stars: ✭ 108 (-24.48%)
Ml ProjectsML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Stars: ✭ 127 (-11.19%)
DeltaDELTA is a deep learning based natural language and speech processing platform.
Stars: ✭ 1,479 (+934.27%)
TmtoolkitText Mining and Topic Modeling Toolkit for Python with parallel processing power
Stars: ✭ 135 (-5.59%)
BplBinary Processing Language
Stars: ✭ 103 (-27.97%)
Text ClassificationAn example on how to train supervised classifiers for multi-label text classification using sklearn pipelines
Stars: ✭ 100 (-30.07%)
Stanza OldStanford NLP group's shared Python tools.
Stars: ✭ 142 (-0.7%)
TiaYour Advanced Twitter stalking tool
Stars: ✭ 98 (-31.47%)
Bdci2017 MinglueBDCI2017-让AI当法官,决赛第四(4/415)https://www.datafountain.cn/competitions/277/details
Stars: ✭ 118 (-17.48%)
VirastarCleaning-up Persian Texts!
Stars: ✭ 77 (-46.15%)
Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
Stars: ✭ 131 (-8.39%)
Nlp Pretrained ModelA collection of Natural language processing pre-trained models.
Stars: ✭ 122 (-14.69%)
NostrilNostril: Nonsense String Evaluator
Stars: ✭ 86 (-39.86%)
Monkeylearn PythonOfficial Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.
Stars: ✭ 143 (+0%)
Node RakeA NodeJS implementation of the Rapid Automatic Keyword Extraction algorithm.
Stars: ✭ 85 (-40.56%)
Konoha🌿 An easy-to-use Japanese Text Processing tool, which makes it possible to switch tokenizers with small changes of code.
Stars: ✭ 130 (-9.09%)
Monkeylearn RubyOfficial Ruby client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Ruby apps.
Stars: ✭ 76 (-46.85%)
Atec NlpATEC 金融大脑-金融智能NLP服务
Stars: ✭ 74 (-48.25%)
Document Classifier LstmA bidirectional LSTM with attention for multiclass/multilabel text classification.
Stars: ✭ 136 (-4.9%)
LibasciidocA Golang library for processing Asciidoc files.
Stars: ✭ 129 (-9.79%)
Cogcomp NlpyCogComp's light-weight Python NLP annotators
Stars: ✭ 115 (-19.58%)
Nlp TutorialA list of NLP(Natural Language Processing) tutorials
Stars: ✭ 1,188 (+730.77%)
Sarcasm DetectionDetecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Stars: ✭ 73 (-48.95%)
Textcluster短文本聚类预处理模块 Short text cluster
Stars: ✭ 115 (-19.58%)
Text Classifiertext-classifier is a toolkit for text classification. It was developed to facilitate the designing, comparing, and sharing of text classification models.
Stars: ✭ 72 (-49.65%)
Rnn Text Classification TfTensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
Stars: ✭ 114 (-20.28%)