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Search results for natural language processing classification

classification x

natural-language-processing x

110 search results found

Nlp Tutorial ⭐ 13,226

Natural Language Processing Tutorial for Deep Learning Researchers

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Smile ⭐ 5,833

Statistical Machine Intelligence & Learning Engine

Franc ⭐ 3,963

Natural language detection

Flaml ⭐ 3,500

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Uer Py ⭐ 2,802

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Kashgari ⭐ 2,141

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Practical Machine Learning With Python ⭐ 2,054

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

A high-level machine learning and deep learning library for the PHP language.

Absa Pytorch ⭐ 1,782

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Keras Textclassification ⭐ 1,641

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，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Detext ⭐ 1,235

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

Tribuo ⭐ 1,202

Tribuo - A Java machine learning library

Ktrain ⭐ 1,188

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

Semi Supervised Learning ⭐ 1,069

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Tencentpretrain ⭐ 951

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

Wikipedia2vec ⭐ 899

A tool for learning vector representations of words and entities from Wikipedia

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Awesome Relation Extraction ⭐ 831

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

Source code of K-BERT (AAAI2020)

Transformers Tutorials ⭐ 777

Github repo with tutorials to fine tune transformers for diff NLP tasks

Detoxify ⭐ 774

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at [email protected].

Lightautoml ⭐ 769

LAMA - automatic model creation framework

Bert Multi Label Text Classification ⭐ 761

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Neural Network Compression Framework for enhanced OpenVINO™ inference

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Textclassification Keras ⭐ 649

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Failed Ml ⭐ 585

Compilation of high-profile real-world examples of failed machine learning projects

Deep neural network framework for multi-label text classification

Llm Finetuning Hub ⭐ 556

Repository that contains LLM fine-tuning and deployment scripts along with our research findings.

Deeplearning4nlp Tutorial ⭐ 549

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Attention Networks For Classification ⭐ 477

Hierarchical Attention Networks for Document Classification in PyTorch

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Course repo for Applied Natural Language Processing (Spring 2019)

Awesome Data Comp Solution ⭐ 407

数据科学/人工智能比赛解决方案汇总

Ner Bert ⭐ 401

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Hierarchical Attention Networks ⭐ 396

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Melusine ⭐ 335

Melusine is a high-level library for emails classification and feature extraction "dédiée aux courriels français".

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Awesome Noah ⭐ 290

:octocat: AI圈Noah plan-AI数据竞赛Top可复现解决方案(Awesome Top Solution List of Excellent AI Competitions)

Aspect Based Sentiment Analysis ⭐ 288

A paper list for aspect based sentiment analysis.

Neural Sentiment Classification

How To Use Transformers ⭐ 271

Transformers 库快速入门教程

Absapapers ⭐ 268

Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合

Nlp_bahasa_resources ⭐ 260

A Curated List of Dataset and Usable Library Resources for NLP in Bahasa Indonesia

Textclassification ⭐ 255

Pytorch + NLP, 一份友好的项目实践仓库

Finnlp Progress ⭐ 254

NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

Indic Bert ⭐ 253

BERT-based Multilingual Model for Indian Languages

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

Toxic Comment Classification Challenge

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Nlp_classification ⭐ 231

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Demo Chinese Text Binary Classification With Bert ⭐ 219

Jfasttext ⭐ 215

Java interface for fastText

Chineseblue ⭐ 212

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

Text Cnn Tensorflow ⭐ 211

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Speech_signal_processing_and_classification ⭐ 203

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem employing speech or audio (e.g., music). Here, we are interesting in voice disorder classification. That is, to develop two-class classifiers, which can discriminate between utterances of a subject suffering from say vocal fold paralysis and utterances of a healthy subject.The mathematical modeling of th

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Textvec ⭐ 190

Text vectorization tool to outperform TFIDF for classification tasks

Unify Emotion Datasets ⭐ 189

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

Data Science Toolkit ⭐ 185

Collection of stats, modeling, and data science tools in Python and R.

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Scicloj.ml ⭐ 176

A Clojure machine learning library

Neat Vision ⭐ 175

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

Nlp_research ⭐ 170

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文四大任务

Pubmed Rct ⭐ 166

PubMed 200k RCT dataset: a large dataset for sequential sentence classification.

Text Emotion Classification ⭐ 165

Archived - not answering issues

All4nlp ⭐ 157

All For NLP, especially Chinese.

Notebooks ⭐ 156

Jupyter Notebooks with Deep Learning Tutorials

Java Deep Learning Cookbook ⭐ 150

Code for Java Deep Learning Cookbook

Nlp Beginner Guide Keras ⭐ 149

NLP model implementations with keras for beginner

Negapoji ⭐ 147

Japanese negative positive classification.日本語文書のネガポジを判定。

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Emotion_dataset ⭐ 140

😄 Dataset for Emotion Classification

Cocoaai ⭐ 134

🤖 The Cocoa Artificial Intelligence Lab

Txtai.js ⭐ 130

JavaScript client for txtai

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Classifier.js ⭐ 117

🤖 Natural language processing with JavaScript

Transformersdataaugmentation ⭐ 115

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Okd Reading List ⭐ 113

Papers for Open Knowledge Discovery

Whatthelang ⭐ 111

Lightning Fast Language Prediction 🚀

Natural Synaptic ⭐ 110

Javascript Natural Language Classifier

基于 Tensorflow，仿 Scikit-Learn 设计的深度学习自然语言处理框架。支持 40 余种模型类，涵盖语言模型、文本分类、NER、MRC、知识蒸馏等各个领域

Sa Papers ⭐ 108

📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢

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