Top 10 sentiment-classification Open-Source Projects

pytorch-sentiment-analysis

2 4,225 4.0 Jupyter Notebook

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
ABSA-PyTorch

1 1,945 0.0 Python

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

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
awesome-sentiment-analysis

1 526 1.9

Repository with all what is necessary for sentiment analysis and related areas
MachineLearningWithPython

1 144 0.0 Jupyter Notebook

Get started with Machine Learning with Python - An introduction with Python programming examples
NewsMTSC

1 131 7.2 Python

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.
Sentiment

0 100 1.7 PHP

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
hashformers

2 63 6.2 Python

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
augmented-interpretable-models

1 37 7.4 Jupyter Notebook

Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.
gosentiwordnet

0 10 0.0 Go

💬 Sentiment analyzer library using SentiWordnet in Go
Twitter-sentiment-analysis

1 2 0.0 Jupyter Notebook

A sentiment analysis model trained with Kaggle GPU on 1.6M examples, used to make inferences on 220k tweets about Messi and draw insights from their results.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

sentiment-classification related posts

Emotion Classification
1 project | dev.to | 3 Feb 2021

Index

What are some of the best open-source sentiment-classification projects? This list will help you:

	Project	Stars
1	pytorch-sentiment-analysis	4,225
2	ABSA-PyTorch	1,945
3	awesome-sentiment-analysis	526
4	MachineLearningWithPython	144
5	NewsMTSC	131
6	Sentiment	100
7	hashformers	63
8	augmented-interpretable-models	37
9	gosentiwordnet	10
10	Twitter-sentiment-analysis	2