392 Open source projects that are alternatives of or similar to cnn-text-classification

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.

Machine Learning (EE 5184) in NTU

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Implementation of papers for text classification task on SST-1/SST-2

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Rank 1 / 216

A list of NLP(Natural Language Processing) tutorials

🎬 An attempt at the most complete IMDb API

Text classification using deep learning models in Pytorch

Система, анализирующая тональность текстов и высказываний.

Your Advanced Twitter stalking tool

NLP with NLTK for Sentiment analysis amazon Products Reviews

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

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.

ConText v4: Neural networks for text categorization

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

Official code for UnICORNN (ICML 2021)

Multipurpose telegram bot

A simple Neural Network for sentiment analysis, embedding sentences using a Transformer network.

NLP in Python with Deep Learning

A Python script that auto tags and adds poster to mkv or mp4 movie files.

An easy to use python package for deep learning-based german sentiment classification.

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

Implementation of ULMFit algorithm for text classification via transfer learning

Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.

Auto search for movie/series on torrent, usenet, ddl, subtitles, streaming, predb and other sites. Adds links to IMDb pages from hundreds various sites. Adds movies/series to Radarr/Sonarr. Adds external ratings from Metacritic, Rotten Tomatoes, Letterboxd, Douban, Allocine. Media Server indicators for Plex, Jellyfin, Emby. Dark theme/style for …

Learn how to use Kinesis Firehose, AWS Glue, S3, and Amazon Athena by streaming and analyzing reddit comments in realtime. 100-200 level tutorial.

Graph-based framework for text classification

sentiment analysis、情感分析、文本分类、基于字典、python、classification

小时候练手的nlp项目

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

App using auth0, netlify functions, + Algolia

Automated NLP sentiment predictions- batteries included, or use your own data

Comparable documents miner: Arabic-English morphological analysis, text processing, n-gram features extraction, POS tagging, dictionary translation, documents alignment, corpus information, text classification, tf-idf computation, text similarity computation, html documents cleaning

Tensorflow implementation of Semi-supervised Sequence Learning (https://arxiv.org/abs/1511.01432)

2018-腾讯广告算法大赛-相似人群拓展(初赛)：10th/1563 (Top 0.64%)

🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.

Semisupervided LDA for theory-driven text analysis

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

An emotion-polarity classifier specifically trained on developers' communication channels

基于scikit-learn实现对新浪新闻的文本分类，数据集为100w篇文档，总计10类，测试集与训练集1:1划分。分类算法采用SVM和Bayes，其中Bayes作为baseline。

A Deep Graph-based Toolbox for Fraud Detection in TensorFlow 2.X

NLP Classification Workshop

Twitter Bot to follow financial trends in publicly traded companies

Pipeline for fast building text classification TF-IDF + LogReg baselines.

A Framework for Textual Entailment based Zero Shot text classification

中文文本分析工具包（包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取）

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

php4dvd is an open source php/mysql powered movie database. Catalog your video collection with ease. Automatic update of information and images.

This repo contains a PyTorch implementation of a pretrained ERNIE model for text classification.

The 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.

Easy text classification for everyone : Bert based models via Huggingface transformers (KR / EN)

Tensorflow implementation of Attention-based Bidirectional RNN text classification.

Balanced Multiclass Image Classification with TensorFlow on Python.

Scripts utilizing Heartex platform to build brand sentiment analysis from the news

📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

Lectures in Urban Data Science Lab, Seoul

All NLP you Need Here. 个人实现了一些好玩的NLP demo，目前包含13个NLP应用的pytorch实现

This repository contains the official release of the model "BanglaBERT" and associated downstream finetuning code and datasets introduced in the paper titled "BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Bangla" accpeted in Findings of the Annual Conference of the North American Chap…

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.