309 Open source projects that are alternatives of or similar to Mycail

BERT for Multitask Learning

🔮Deep Learning for text made easy with AllenNLP

👑 spaCy building blocks and visualizers for Streamlit apps

Starter 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.

Resources for learning about Text Mining and Natural Language Processing

All kinds of neural text classifiers implemented by Keras

Snips Python library to extract meaning from text

Tensorflow implementation of attention mechanism for text classification tasks.

Gathers scalable tensorflow and infrastructure deployment

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

嵌入Word2vec词向量的CNN中文文本分类

Text classification using deep learning models in Pytorch

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity identification, Snips Slot Filling and Intent Prediction.

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://www.tensorflownews.com/

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)

Chinese Question Classifier (Keras Implementation) on BQuLD

Convolutional Neural Network for Text Classification in Keras

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

Using the Tsetlin Machine to learn human-interpretable rules for high-accuracy text categorization with medical applications

bert on Jigsaw Unintended Bias in Toxicity Classification

Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019

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

Kaggle Twitter Sentiment Analysis Competition

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

OpenTC is a text classification engine using several algorithms in machine learning

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Open-source benchmark datasets and pretrained transformer models in the Filipino language.

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

Evidence-based Explanation Dataset (AACL-IJCNLP 2020)

A simple cookie choices thought to the GDPR rules 🔒🍪

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

A Benchmark of Text Classification in PyTorch

A Python implementation of a binary text classifier using Doc2Vec and SVM

Text classifier for Hierarchical Attention Networks for Document Classification

分别使用rnn/cnn/rcnn来实现根据患者描述，进行疾病诊断

Tensorflow implementations of Text Classification Models.

A ready to go text classification trainer based on synaptic (https://github.com/cazala/synaptic)

Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.

Text Classification in Turkish Texts with Bert

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

Official Java client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Java apps.

📚 Text classification library with Keras

Python for Text Classification with Machine Learning in Python 3.6.

ARCHIVED Source code for tosdr.org

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

Tensorflow based training and classification scripts for text, images, etc

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

PyTorch repository for text categorization and NER experiments in Turkish and English.

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Tools 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.

Web Service for E-Discovery Analytics

A Python interface for Facebook fastText

Meta learning with BERT as a learner

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.