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Projects in Awesome Lists tagged with sentiment-analysis

A curated list of projects in awesome lists tagged with sentiment-analysis .

https://github.com/ai4finance-foundation/fingpt

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

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 29 Sep 2024

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

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

chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis

Last synced: 31 Jul 2024

https://github.com/paddlepaddle/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.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 29 Sep 2024

https://github.com/PaddlePaddle/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.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 31 Jul 2024

https://github.com/clips/pattern

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

machine-learning natural-language-processing network-analysis python sentiment-analysis web-mining wordnet

Last synced: 31 Jul 2024

https://github.com/axa-group/nlp.js

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

bot bots chatbot classifier conversational-ai entity-extraction hacktoberfest javascript natural-language-processing nlp nlu nodejs sentiment-analysis

Last synced: 31 Jul 2024

https://github.com/udacity/deep-learning-v2-pytorch

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

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 30 Sep 2024

https://github.com/thisandagain/sentiment

AFINN-based sentiment analysis for Node.js.

afinn analysis javascript nlp sentiment sentiment-analysis

Last synced: 31 Jul 2024

https://github.com/guillaume-be/rust-bert

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

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 28 Sep 2024

https://github.com/blmoistawinde/harvesttext

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised

Last synced: 30 Sep 2024

https://github.com/blmoistawinde/HarvestText

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

dependency-parser gitee harvesttext keyword-extraction named-entity-recognition new-word-discovery nlp pyhanlp sentiment-analysis text-cleaning text-segmentation text-summarization unsupervised

Last synced: 31 Jul 2024

https://github.com/curiousily/getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 30 Sep 2024

https://github.com/curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 01 Aug 2024

https://github.com/songyouwei/absa-pytorch

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

aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification

Last synced: 30 Sep 2024

https://github.com/songyouwei/ABSA-PyTorch

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

aspect-based-sentiment-analysis attention bert natural-language-processing nlp sentiment-analysis sentiment-classification

Last synced: 01 Aug 2024

https://github.com/dipanjans/text-analytics-with-python

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.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 26 Sep 2024

https://github.com/dipanjanS/text-analytics-with-python

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.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 02 Aug 2024

https://github.com/abdulfatir/twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

cnn deeplearning keras lstm machine-learning python sentiment-analysis sentiment-classification

Last synced: 29 Sep 2024

https://github.com/bfelbo/deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 26 Sep 2024

https://github.com/bfelbo/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 02 Aug 2024

https://github.com/charlesXu86/Chatbot_CN

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

attention-mechanism chatbot-cn deep-learning dialogue-systems django-restful intent-detection ir knowledge-graph ner nlg nlu oriented-dialogs recommendation reinforcement-learning sentiment-analysis slot-filling tenserflow-serving tensorflow text-classification text-correct

Last synced: 01 Aug 2024

https://github.com/seanlee97/xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker

Last synced: 30 Sep 2024

https://github.com/SeanLee97/xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

lexical-analysis ner nlp pinyin postagging radical segmentation sentence-embeddings sentence-similarity sentiment-analysis spell-checker

Last synced: 31 Jul 2024

https://github.com/curiousily/deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 26 Sep 2024

https://github.com/curiousily/Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

anomaly-detection artificial-intelligence autoencoders bert deep-learning image-augmentation intent-recognition jupyter-notebooks keras lstms machine-learning neural-networks object-detection python sentiment-analysis tensorflow tensorflow-tutorial time-series-classification time-series-forecasting

Last synced: 02 Aug 2024

https://github.com/anfederico/stocktalk

Data collection tool for social media analytics

data-mining sentiment-analysis twitter

Last synced: 07 Aug 2024

https://github.com/ilivans/tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

attention rnn sentiment-analysis tensorflow text-classification

Last synced: 03 Aug 2024

https://github.com/pysentimiento/pysentimiento

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

nlp sentiment-analysis transformers

Last synced: 31 Jul 2024

https://github.com/ankane/informers

Fast transformer inference for Ruby

named-entity-recognition question-answering sentiment-analysis

Last synced: 03 Oct 2024

https://github.com/howardhsu/BERT-for-RRC-ABSA

code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"

bert reading-comprehension sentiment-analysis

Last synced: 01 Aug 2024

https://github.com/fnielsen/afinn

AFINN sentiment analysis in Python

afinn danish english sentiment-analysis sentiment-lexcions

Last synced: 31 Jul 2024

https://github.com/the-finai/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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 02 Aug 2024

https://github.com/The-FinAI/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).

aifinance chatgpt fintech gpt-4 large-language-models llama machine-learning named-entity-recognition natural-language-processing nlp pixiu question-answering sentiment-analysis stock-price-prediction text-classification

Last synced: 29 Jul 2024

https://github.com/DataScienceUB/introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

analytics data data-science datascience machine-learning python sentiment-analysis

Last synced: 07 Aug 2024

https://github.com/thisandagain/troll

Language sentiment analysis and neural networks... for trolls.

javascript moderation neural-network nlp sentiment sentiment-analysis

Last synced: 03 Aug 2024

https://github.com/bureaucratic-labs/dostoevsky

Sentiment analysis library for russian language

natural-language-processing russian-specific sentiment-analysis

Last synced: 31 Jul 2024

https://github.com/minimaxir/reactionrnn

Python module + R package to predict the reactions to a given text using a pretrained recurrent neural network.

deep-learning keras r sentiment-analysis tensorflow

Last synced: 29 Sep 2024

https://github.com/uclatommy/tweetfeels

Real-time sentiment analysis in Python using twitter's streaming api

data-mining data-science python-3-6 sentiment-analysis twitter

Last synced: 01 Oct 2024

https://github.com/dongjunlee/text-cnn-tensorflow

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

classification deep-learning hb-experiment nlp sentiment-analysis tensorflow tensorflow-models text-cnn

Last synced: 26 Sep 2024

https://github.com/brminnick/HackerNews

A .NET MAUI app for displaying the top posts on Hacker News that demonstrates text sentiment analysis gathered using artificial intelligence

cognitive-services csharp8 google-natural-language-api hacker-news iasyncenumerable maui microsoft-cognitive-services net net-maui sentiment-analysis xamarin xamarin-android xamarin-forms xamarin-ios

Last synced: 02 Aug 2024

https://github.com/abelriboulot/onnxt5

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

inference nlp nlp-machine-learning onnx onnxruntime sentiment-analysis summarization text-classification text-generation transformer transformers translation

Last synced: 01 Aug 2024

https://github.com/luopeixiang/textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

bert cnn-text-classification configurable document-classification dpcnn drnn glove logistic-regression lstm-text-classification neuralclassifier pytorch sentiment-analysis sklearn-classify svm textcnn textrnn word2vec

Last synced: 02 Aug 2024

https://github.com/sunyilgdx/NSP-BERT

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

bert correference-resolution entity-linking entity-typing natural-language-inference nlp prompt-learning sentence-classification sentiment-analysis tensorflow text-classification zero-shot

Last synced: 03 Aug 2024

https://github.com/Lissy93/twitter-sentiment-visualisation

🌍 Sentiment analysis over real-time social media data, rendering live charts to visualise trends

data-visualisation sentiment-analysis sentiment-visualisation stream-tweets trends twitter

Last synced: 30 Jul 2024

https://github.com/bshaw2019/Crypto_Trader

Q-Learning Based Cryptocurrency Trader and Portfolio Optimizer for the Poloniex Exchange

cryptocurrency-trader machine-learning poloniex portfolio-optimization reinforcement-learning sentiment-analysis technical-analysis

Last synced: 07 Aug 2024

https://github.com/kevincobain2000/sentiment_classifier

Sentiment Classification using Word Sense Disambiguation

machine-learning sentiment-analysis word-sense-disambiguation wsd

Last synced: 31 Jul 2024

https://github.com/prrao87/fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

fasttext flair nlp python pytorch sentiment-analysis text-classification transformers

Last synced: 03 Oct 2024

https://github.com/malavbhavsar/sentimentalizer

Sentiment analysis with Machine Learning

machine-learning naive-bayes rails ruby sentiment-analysis

Last synced: 30 Sep 2024

https://github.com/curiousily/Machine-Learning-from-Scratch

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

artificial-intelligence book classification data-science machine-learning machine-learning-algorithms neural-networks notebook recommender-systems regression reinforcement-learning sentiment-analysis

Last synced: 08 Aug 2024

https://github.com/the-javapocalypse/Twitter-Sentiment-Analysis

This script can tell you the sentiments of people regarding to any events happening in the world by analyzing tweets related to that event

nlp python python3 sentiment sentiment-analysis textblob tweepy tweets twitter twitter-sentiment-analysis

Last synced: 30 Jul 2024

https://github.com/asad70/wallstreetbets-sentiment-analysis

This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.

algotrading analysis data docker-container reddit sentiment-analysis trading vader-sentimentintensityanalyzer wallstreetbets wallstreetbets-sentiment-analysis

Last synced: 26 Sep 2024

https://github.com/cocoa-ai/SentimentCoreMLDemo

😃 iOS11 demo application for sentiment polarity analysis.

coreml coreml-models ios machine-learning nlp sentiment-analysis sentiment-polarity swift swift4

Last synced: 03 Aug 2024

https://github.com/kennethenevoldsen/asent

Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.

interpretability natural-language-processing nlp python3 sentiment-analysis spacy spacy-extensions

Last synced: 30 Sep 2024

https://github.com/lan-ce-lot/pythorch-text-classification

对豆瓣影评进行文本分类情感分析，利用爬虫豆瓣爬取评论，进行数据清洗，分词，采用BERT、CNN、LSTM等模型进行训练，采用tensorboardX可视化训练过程，自然语言处理项目\A project for text classification, based on torch 1.7.1

bert cnn douban lstm natural-language-processing nlp qt qt5 qt6 rnn scrapy sentiment-analysis tensorboard tensorboardx text-classification ui

Last synced: 28 Sep 2024

https://github.com/ibrahimsharaf/doc2vec

:notebook: Long(er) text representation and classification using Doc2Vec embeddings

doc2vec gensim nlp-machine-learning scikit-learn sentiment-analysis text-classification

Last synced: 07 Aug 2024

https://github.com/ugis22/analysing_twitter

Stream Tweets and store them in a relational DB. Perform sentiment analysis and network interaction.

avenger keras network-graph postgresql-database python sentiment-analysis tweepy tweets

Last synced: 03 Aug 2024

https://github.com/rafjaa/LeIA

LeIA (Léxico para Inferência Adaptada) é um fork do léxico e ferramenta para análise de sentimentos VADER (Valence Aware Dictionary and sEntiment Reasoner) adaptado para textos em português.

lexicon portugues sentiment-analysis vader

Last synced: 31 Jul 2024