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The Top 16 Python Sentiment Text Classification Open Source Projects

Open source projects categorized as Python Sentiment Text Classification
Categories > Machine Learning > Sentiment
Categories > Machine Learning > Text Classification
Text Analytics With Python ⭐ 1,073
Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.
most recent commit 3 years ago
Nlu ⭐ 775
1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.
most recent commit 3 months ago
Onnxt5 ⭐ 136
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
total releases 11most recent commit 3 years ago
Fine Grained Sentiment ⭐ 126
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
most recent commit 3 years ago
Doc2vec ⭐ 82
📓 Long(er) text representation and classification using Doc2Vec embeddings
most recent commit 4 years ago
Deep Atrous Cnn Sentiment ⭐ 63
Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications
most recent commit 7 years ago
Capsule Pytorch ⭐ 59
A pytorch implementation of CapsNet for text classification 汽车行业用户观点主题及情感识别为例(subject-and-sentiment-analysis)
most recent commit 5 years ago
Tensorflow Sentiment Analysis On Amazon Reviews Data ⭐ 23
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.
most recent commit 5 years ago
Fasttext Sentiment Analysis For Tweets ⭐ 21
Essential about fastText architecture, cleaning, upsampling and sentiments for tweets.
most recent commit 2 years ago
Sentiment Analysis Amazon Products Reviews ⭐ 20
NLP with NLTK for Sentiment analysis amazon Products Reviews
most recent commit 4 years ago
Sentiment Analysis Cnn ⭐ 13
Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec
most recent commit a year ago
Sentivi ⭐ 9
A Simple Tool For Sentiment Analysis: https://sentivi.readthedocs.io/en/latest/index.htm
total releases 12most recent commit 3 years ago
Google Natural Language Sampler ⭐ 9
Code examples for Google Natural Language API.
most recent commit 5 years ago
Sentimentanalysis ⭐ 7
This project aims at learning sentiment features from user reviews
most recent commit 5 years ago
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.
most recent commit 3 years ago
Perceptron Text Classification From Scracth ⭐ 5
A perceptron based text classification based on word bag feature extraction and applied on sentiment analysis dataset
most recent commit a year ago
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