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20 search results found

A Modern C++ Data Sciences Toolkit

Multi Class Text Classification Cnn Rnn ⭐ 554

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

Multi Class Text Classification Cnn ⭐ 388

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

Jfasttext ⭐ 215

Java interface for fastText

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Fasttext.js ⭐ 169

FastText for Node.js

Lbl2vec ⭐ 165

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Natural language processing using unsupervised vectors representation.

Nlp Tutorial ⭐ 101

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取

Fastrtext ⭐ 97

R wrapper for fastText

Textblob Ar ⭐ 46

Arabic support for textblob

Ssl_text_classification ⭐ 45

Semi Supervised Learning for Text-Classification

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Nlp Intuition And Applications Of Word Embeddings ⭐ 31

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

Word Factor Vectors

Concise Ipython Notebooks For Deep Learning ⭐ 17

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

Short Text Classification ⭐ 12

A command line tool for training deep network models for short text classification

Identification Of Twitter Bots Using Cnn ⭐ 8

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.

Digitalowl Pysemantics ⭐ 6

Free Python client, that utilizes the digitalowl.org NLP API.

fsText : Few Shot Text Classification

Icdmai_2020 ⭐ 6

This repository is for the Session held in International Conference on Data Management, Analytics and Innovation, New Delhi 2020

Sentiment Classification Of Amazon Fine Food Reviews ⭐ 6

A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.

Related Searches

Python Text Classification (893)

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Jupyter Notebook Text Classification (381)

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