sentiment-analysis

Open-source projects categorized as sentiment-analysis
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Language: + Python + Jupyter Notebook + JavaScript + Scala + Rust + Ruby
Topics: NLP Natural Language Processing Machine Learning Python Deep Learning
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Top 23 sentiment-analysis Open-Source Projects

  • PaddleNLP

    👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  • FinGPT

    FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

    Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24

    There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.

    https://github.com/AI4Finance-Foundation/FinGPT

  • InfluxDB

    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.

  • Pattern

    Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

  • nlp.js

    An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

    Project mention: Natural Language Processing (NLP) in JavaScript (series 2) | dev.to | 2023-07-18

    We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment.

  • deep-learning-v2-pytorch

    Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

  • pytorch-sentiment-analysis

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

  • spark-nlp

    State of the Art Natural Language Processing

    Project mention: Spark NLP 5.1.0: Introducing state-of-the-art OpenAI Whisper speech-to-text, OpenAI Embeddings and Completion transformers, MPNet text embeddings, ONNX support for E5 text embeddings, new multi-lingual BART Zero-Shot text classification, and much more! | /r/Python | 2023-09-06

  • WorkOS

    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.

  • rust-bert

    Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

    Project mention: How to leverage the state-of-the-art NLP models in Rust | /r/infinilabs | 2023-06-07

    brew install libtorch brew link libtorch brew ls --verbose libtorch | grep dylib export LIBTORCH=$(brew --cellar pytorch)/$(brew info --json pytorch | jq -r '.[0].installed[0].version') export LD_LIBRARY_PATH=${LIBTORCH}/lib:$LD_LIBRARY_PATH git clone https://github.com/guillaume-be/rust-bert.git cd rust-bert ORT_STRATEGY=system cargo run --example sentence_embeddings

  • stocksight

    Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

  • bulbea

    :boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

  • ABSA-PyTorch

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

  • wink-nlp

    Developer friendly Natural Language Processing ✨

    Project mention: Show HN: Next-token prediction in JavaScript – build fast LLMs from scratch | news.ycombinator.com | 2024-04-10

    This is awesome, thanks. I've been messing with wink's NLP library (https://winkjs.org/wink-nlp/) to transform user queries and format responses so I can make a proper chat bot - will see what I can learn from these!

  • obsei

    Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

  • linusrants

    Dataset of Linus Torvalds' rants classified by negativity using sentiment analysis

    Project mention: Linus Torvalds' rants classified by negativity using sentiment analysis | news.ycombinator.com | 2024-04-04

  • Awesome NLP with Ruby

    Curated List: Practical Natural Language Processing done in Ruby

    Project mention: Un repo con herramientas, documentación y recursos para el manejo de lenguaje natural en Ruby | /r/technopreneursAI | 2023-10-24

  • tutorials

    AI-related tutorials. Access any of them for free → https://towardsai.net/editorial (by towardsai)

  • nlu

    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.

  • BERTweet

    BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

  • awesome-sentiment-analysis

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

  • FinBERT

    A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097 (by yya518)

  • malaya

    Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/

  • afinn

    AFINN sentiment analysis in Python

  • PIXIU

    This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

    Project mention: PIXIU: NEW Data - star count:172.0 | /r/algoprojects | 2023-08-15

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2024-04-10.

sentiment-analysis related posts

Index

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

Project Stars
1 PaddleNLP 11,335
2 FinGPT 11,334
3 Pattern 8,656
4 nlp.js 6,069
5 deep-learning-v2-pytorch 5,161
6 pytorch-sentiment-analysis 4,211
7 spark-nlp 3,667
8 rust-bert 2,413
9 stocksight 1,980
10 bulbea 1,969
11 ABSA-PyTorch 1,942
12 wink-nlp 1,143
13 obsei 1,072
14 linusrants 1,040
15 Awesome NLP with Ruby 1,034
16 tutorials 959
17 nlu 803
18 BERTweet 555
19 awesome-sentiment-analysis 526
20 FinBERT 519
21 malaya 456
22 afinn 439
23 PIXIU 393

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