Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
spaCy
spaCy is a free library for advanced Natural Language Processing (NLP) in Python. It’s designed specifically for production use and helps you build applications that process and “understand” large volumes of text. It can be used to build information extraction or natural language understanding systems.
- GitHub: https://github.com/topics/spacy
- Wikipedia: https://en.wikipedia.org/wiki/SpaCy
- Repo: https://github.com/explosion/spaCy
- Created by: Explosion
- Related Topics: machine-learning, natural-language-processing, text-classification, named-entity-recognition, tokenization, entity-linking, dependency-parsing, relation-extraction, part-of-speech-tagging, lemmatization,
- Last updated: 2024-12-29 00:22:24 UTC
- JSON Representation
https://github.com/rahul1582/named-entity-recognition
A keras implementation of Bidirectional-LSTM for Named Entity Recognition.
bidirectional-lstm keras named-entity-recognition spacy tensorflow
Last synced: 13 Dec 2024
https://github.com/brianj-4/ai-race-engineer
AI Race Engineer for the F1 Games
ai f1-22 intent-classification named-entity-recognition natural-language-processing nlp spacy
Last synced: 13 Dec 2024
https://github.com/caterinatasinato/machine-learning-nlp-projects
Projects I worked on as Trainee in Data Analytics at ProfessionAI
gensim matplotlib nltk pandas sklearn spacy
Last synced: 19 Dec 2024
https://github.com/asaficontact/stack_classifier_project
We classified Stack Overflow Python questions from 2008-2016 with Natural Language Processing and Deep Learning. Using Regular Expressions, we removed HTML tags and punctuation. We also utilized spaCy to tokenize, lemmatize and remove stop words. Using Keras, we built a 4 layered artificial neural network with a 20% dropout rate using relu and softmax activation functions. We also utilized the adam optimizer and categorical cross-entropy loss function which classified 11 tags 88% successfully.
cross-entropy-loss deep-learning deep-neural-networks keras lemmatization neural-networks object-oriented-programming pandas python3 regular-expressions relu sklearn spacy spacy-nlp stackoverflow tfidf tokenization
Last synced: 22 Dec 2024
https://github.com/surbhi242singh/text_summarizer
machine-learning nlp spacy tokenization
Last synced: 09 Oct 2024
https://github.com/salma-4/nlp-task
Preprocessing using NLTK ,SPACY
nltk-library python spacy svm-model
Last synced: 09 Oct 2024
https://github.com/an0nx/ner-model-for-company-names-gost-and-product-names-detect
Модель NER для определения названий компаний, стандартов госта и названий товаров с точностью 97%
named-entity-recognition ner python spacy spacy-models
Last synced: 09 Oct 2024
https://github.com/saifinohwal/sentiment-analysis
Sentiment analysis of Steve Jobs speech
lemmetization nlp spacy summarization tokenization wordcloud-visualization
Last synced: 18 Dec 2024
https://github.com/malcolmgreaves/py_ml_img
A Python 3 image for NLP & ML. Includes spaCy & NLTK model data.
docker-image machine-learning nlp nltk python3 spacy
Last synced: 13 Dec 2024
https://github.com/wanjage/charles-burney-digital
Digitale Aufbereitung, Anreicherung und Geovisualisierung eines Reiseberichts des Musikhistorikers Charles Burney, mithilfe von Transkribus, Spacy-NER und Nodegoat
geovisualisierung ner nlp nodegoat reisebericht spacy
Last synced: 18 Dec 2024
https://github.com/mydarapy/named-entity-recognition-in-clinical-texts-using-nlp-techniques
using a pretrained ML model to identify and extract named entities (drugs and dosage) from a medical corpus of clinical text
healthcare-data machine-learning medical named-entity-recognition nlp spacy spacy-nlp
Last synced: 18 Dec 2024
https://github.com/atharvapathak/customer_service_chatbot
Customer Service Chatbot Repository includes a range of features for building custom chatbots that can handle customer service queries and support requests. These features include NLP capabilities and pre-built dialog flows that can help chatbots understand and respond to customer.
chatbot database dialogflow nlp nltk reinforcement-learning restful-api spacy tensorflow
Last synced: 18 Dec 2024
https://github.com/anquetos/nasa-apod-database
etl-pipeline galaxy image json nasa-apod object-oriented-programming pandas pillow space spacy
Last synced: 18 Dec 2024
https://github.com/ahmedkhaled404/ner-with-spacy
Named entity recognition using traditional NLP methods
machine-learning matplotlib ner nlp nlp-machine-learning python spacy
Last synced: 18 Dec 2024
https://github.com/tanyakuznetsova/amazon-handmade-reviews-23-sentiment-and-ner
Comparison of AWS Comprehend and SpaCy on a subset of the Amazon Handmade reviews for sentiment analysis and NER
amazon-api amazon-reviews amazon-reviews-sentiment-analysis aws-boto3 aws-comprehend aws-comprehend-nlp named-entity-recognition natural-language-processing ner sentiment-analysis spacy spacy-nlp spacy-nlp-ner
Last synced: 18 Dec 2024
https://github.com/arnabd64/spacy-ner-hf-space
A webapp built using Gradio for demonstrating the capabilities of the Spacy NER pipeline.
gradio huggingface-spaces named-entity-recognition nlp spacy spacy-pipeline token-classification
Last synced: 09 Oct 2024
https://github.com/meefs/entseeker
entseeker is a command-line tool for Named Entity Recognition (NER) and web entity searches in text files. It uses spaCy's NLP capabilities for standard named entities and custom rules for web-related entities.
ai named-entity-recognition spacy spacy-nlp text-classification text-processing
Last synced: 18 Dec 2024
https://github.com/cmilamaya/flight-dashboard-app
This project is an application that processes attached PDF documents containing flight information and extracts relevant data. The data is stored in a PostgreSQL database and visualized on a dynamic dashboard using Streamlit.
pandas pdfplumber python spacy
Last synced: 18 Dec 2024
https://github.com/thjbdvlt/spacy-presque
normalisation de mots (français) pour spacy
french nlp normalization spacy spacy-extensions
Last synced: 18 Dec 2024
https://github.com/thjbdvlt/spacy-french-parser
syntactic dependency parser for french using spacy
french nlp nlp-french spacy spacy-parser syntactic-dependency-parsing universal-dependencies
Last synced: 18 Dec 2024
https://github.com/sudeatesoglu/nlp-document-processor
An NLP tool for processing documents in different formats with functionalities of similarity score detection, highlighting given pattern and similar words between PDFs, and NER extraction.
Last synced: 18 Dec 2024
https://github.com/sukanyadutta52/topic_modeling
What are the most pressing concerns regarding ‘Climate Change’ among tweeters according to Topic Modeling?
climate-change gensim matplotlib nltk numpy pandas pyldavis regular-expression spacy
Last synced: 26 Dec 2024
https://github.com/dmytrovoytko/mlops-spacy-sentiment-analysis
MLOps project Training and Deployment of Spacy model for Sentiment analysis
amazon ml-engineering mlflow mlops nlp prefect sentiment-analysis spacy text-classification
Last synced: 18 Dec 2024
https://github.com/coueghlani/nlp
Proyecto de Procesamiento de Lenguaje Natural y Análisis de Datos
mineria-de-datos nlp nlp-machine-learning nltk numpy procesadores-de-lenguajes sklearn spacy
Last synced: 18 Dec 2024
https://github.com/lexxai/goit_python_ds_hw_12
Модуль 12. Основи NLP.
nlp nlp-machine-learning nlp-spacy nltk nltk-tokenizer spacy spacy-nlp
Last synced: 18 Dec 2024
https://github.com/thjbdvlt/spacy-viceverser
lemmatisation du français avec hunspell et spacy
french hunspell lemmatization nlp nlp-french spacy
Last synced: 18 Dec 2024
https://github.com/trikztr/gptscrape
GPTScrape: A tool for web scraping that uses spaCy for NLP and GPT4All for converting scraped text into structured JSON.
ai data-extraction data-scraping gpt gpt4all llm npl python scraping spacy spacy-nlp web-scraping
Last synced: 18 Dec 2024
https://github.com/ivangael/nlp-chatbot-api
A NLP project leveraging NLTK for extracting weather data.
flask nlp-api nlp-chatbot nltk python spacy transformers
Last synced: 31 Oct 2024
https://github.com/cano1998/sentiment-analysis-report-for-amazon-product-reviews
Sentiment analysis of Amazon product reviews. The analysis provides insights into customer sentiment and opinions regarding specific products sold on Amazon.
pdf pdf-generation sentiment-analysis spacy text-blob
Last synced: 18 Dec 2024
https://github.com/thjbdvlt/litteralement
schéma de base de données postgresql EAV hybride pour l'analyse de textes en français
eav french nlp nlp-french postgresql spacy sql
Last synced: 18 Dec 2024
https://github.com/shwetajanwekar/capstone-project_1
Capstone project_1 include python code for best fit regression model, SQL feature store and tableau dashboard
accuracy create engine lasso-regression-model linear-regression mysql-database pandas ridge-regression seaborn skewness sklearn-library spacy sqlalchemy standard-deviation transformation variense xtrain ytrain
Last synced: 21 Dec 2024
https://github.com/atharvapathak/customer_sentiment_analysis
Customer sentiment analysis is the process of using natural language processing (NLP) and machine learning techniques to analyze and understand the feelings, opinions, and attitudes expressed by customers in textual data, such as reviews, feedback, and social media posts.
cnn naive-bayes nlp nltk spacy stemming text-mining tokenization
Last synced: 18 Dec 2024
https://github.com/i-am-jiwoo-seo/vocabhub
Python Flask based web application
bootstrap flask googletrans gtts pandas python spacy website webview-app
Last synced: 18 Dec 2024
https://github.com/parthapray/nlp_pipeline_openai
This repo contains nlp pipeline and openai API integration
gradio matplotlib networkx nltk openai rake-nltk scikit-learn seaborn spacy textblob textstat wordcloud
Last synced: 26 Dec 2024
https://github.com/presizhai/rmp-ai-assistant
This project implements a RAG system for a Rate My Professor service, leveraging Pinecone for vector storage and OpenAI for text embeddings. It preprocesses professor reviews using SpaCy for cleaning and sentiment analysis, enabling the AI assistant to provide more nuanced recommendations and insights based on student queries.
generative-ai large-language-model natural-language-processing openai software-development software-engineering spacy
Last synced: 18 Dec 2024
https://github.com/nanditha-prabhu/qa-system-via-srl
Question Answering System via Semantic Role Labeling Using Token Classification and Parsing Techniques
Last synced: 18 Dec 2024
https://github.com/muhammadshavaiz/ai_learning
Google Colab notebooks showcasing PyTorch implementations and experiments. Covers deep learning techniques, including neural networks and NLP concepts.
deep-learning nlp python pytorch spacy
Last synced: 18 Dec 2024
https://github.com/lucas54neves/dependency-parsing
Repository of the project for the Introduction to Natural Language Processing discipline of the Computer Science course at the University of Lavras, whose task objective is to explore the parsing of dependencies, using the SpaCy tool.
dependency-parsing nlp python spacy spacy-nlp
Last synced: 13 Nov 2024
https://github.com/rggh/api-4
Using FastAPI with spaCy to identify entities
Last synced: 07 Dec 2024
https://github.com/hariprasath-v/machinehack_intel_oneapi_hackathon_the_llm_challenge
Generate a response for the question from pre-defined text using LLM(Extracted Question-Answering(QA) Model).
accuracy exploratory-data-analysis extractive-question-answering huggingface machine-learning matplotlib nlp nltk numpy pandas python seaborn sklearn spacy spellchecker wordcloud
Last synced: 13 Nov 2024
https://github.com/zackakil/nlp-using-word-vectors
Code resources for Central London Data Science Project Nights meetup on word vectors
machine-learning natural-language-processing nlp python spacy word-embeddings word-vectors
Last synced: 13 Nov 2024
https://github.com/zofiaqlt/nlp_libraries_tweets_analysis
🎯 Exploration of NLP libraries (nltk, spacy) and tweets analysis - use of Python and JupyterLab (Data collection, Cleaning, EDA, Classification, and Data Visualization)
Last synced: 13 Nov 2024
https://github.com/maxzirps/lyrics-sentiment-analysis
Analyse lyrics for their sentiment score
nlp pandas sentiment-analysis spacy spacy-nlp
Last synced: 13 Nov 2024
https://github.com/araobp/bach-network
J. S. Bach's network with spaCy(NLP)
Last synced: 17 Nov 2024
https://github.com/ashenoooone/semantic-book-analyzer
Веб-сервис для извлечения ключевых слов из введения книг по дискретной математике в формате PDF. Фронтенд: React.js, Webpack, FSD, RTK, TypeScript. Бэкенд: FastAPI, FastAPI Users, SQLAlchemy, Pydantic, Pymorphy3, Spacy. Включает авторизацию, регистрацию и историю запросов. 📚🔍
fastapi fastapi-users nlp pymorphy2 pymorphy3 python3 reactjs rtk rtkquery spacy spacy-nlp sqlalchemy typescript
Last synced: 15 Nov 2024
https://github.com/arya-io/ner-entitylinker
A Streamlit app that performs Named Entity Recognition (NER), links entities to Wikipedia, and handles disambiguation for ambiguous terms like "Apple," using NLP techniques.
ai disambiguation entityextraction entitylinking machinelearning namedentityrecognition naturallanguageprocessing nlp python spacy streamlit textprocessing wikipediaapi
Last synced: 12 Nov 2024
https://github.com/mugambi645/spacy-text-classification
Text classification with spacy
Last synced: 11 Nov 2024
https://github.com/medspacy/nlp_postprocessor
A spaCy component for executing custom logic at the end of a pipeline.
clinical-nlp medspacy nlp nlp-library pipeline spacy
Last synced: 11 Nov 2024
https://github.com/simeonhristov99/ati
Ati is a web-based application for predicting which famous classic Bulgarian novelist wrote a piece of text (short or long).
authorship-attribution embeddings jupyter-notebook multiclass-classification nlp optuna pycaret python3 scraping-websites spacy transformer
Last synced: 14 Nov 2024
https://github.com/victowang/wikigame
A python script to play the Wikipedia game
nlp python spacy wikigame wikipedia-game
Last synced: 09 Nov 2024
https://github.com/michaelkinfu/hknews-headline-analysis
The Hongkong News headline analysis project was conducted by the Chinese University of Hong Kong Library.
beautifulsoup deep-learning digital-scholarship folium historical-newspapers machine-learning spacy yolov5
Last synced: 18 Dec 2024
https://github.com/raul23/nlp
Performing various NLP tasks with different Python libraries
cld2 compact-language-detector langdetect langid language-classification nameparser natural-language-processing nlp nltk python spacy textcat
Last synced: 14 Nov 2024
https://github.com/atharvapathak/twitter_sentiment_analysis_project
Twitter sentiment analysis is the process of analyzing tweets posted on the Twitter platform to determine the overall sentiment expressed within them. It involves using natural language processing (NLP) and machine learning techniques to classify tweets.
api bag-of-words bert cnn data gbm nltk rnn spacy twitter
Last synced: 18 Dec 2024
https://github.com/oroszgy/hunlp-resources
Scripts and resources for making spaCy understand Hungarian.
corpus-linguistics data hungarian hungarian-language hunlp magyarlanc model natural-language-processing nlp resources script spacy wikipedia
Last synced: 08 Dec 2024
https://github.com/foxbenjaminfox/simil
CLI for semantic string similarity
glove machine-learning python spacy string-similarity
Last synced: 18 Dec 2024
https://github.com/michabirklbauer/hgb_dse_text_mining
Contents for the practical part of the lecture Text Mining
deep-learning educational how-to keras machine-learning nlp python spacy tensorflow text-classification text-clustering text-mining
Last synced: 09 Nov 2024
https://github.com/imvladikon/spacy-trankit
💥 Trankit models directly in spaCy💥
nlp spacy spacy-extension spacy-nlp spacy-pipeline trankit
Last synced: 30 Nov 2024
https://github.com/d5555/textcat_dataset_imdb
Movie Review Dataset for binary sentiment classification
categories dataset spacy textcat textcategorizer
Last synced: 09 Nov 2024
https://github.com/hansalemaos/spacy2df
converts a spaCy object into a pandas DataFrame
Last synced: 18 Dec 2024
https://github.com/imvladikon/quora-question-pair
duplicates detection experiments on Quora Question Pairs (QQP)
Last synced: 09 Nov 2024
https://github.com/ssciwr/argumentation-management
Annotator combining different NLP pipelines.
corpus-linguistics cwb hacktoberfest natural-language-processing nlp part-of-speech python sentencizer spacy tokenization
Last synced: 17 Nov 2024
https://github.com/shiv010hbtu/sentiment-analysis
Sentiment Analysis
django pandas python spacy tensorflow
Last synced: 17 Nov 2024
https://github.com/vanheemstrasystems/spacy
SpaCy - spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.
Last synced: 17 Nov 2024
https://github.com/lilivalgo/nlp-for-ipcc-climate-reports
This project combines web scraping, PDF processing, and Natural Language Processing (NLP) to extract and analyze IPCC climate reports. It automates downloading PDFs, processes file validation, and applies NLP for data insights.
beautifulsoup4 matplotlib nlp pandas pypdf2 python requests seaborn spacy text-analysis text-processing webscraping
Last synced: 17 Nov 2024
https://github.com/yathartharora/twitter_bot
A twitter bot using tweepy API and phrasematching
nlp phrase-extraction spacy spacy-nlp twitter twitter-api twitter-bot
Last synced: 10 Nov 2024
https://github.com/lilivalgo/nlp-analysis-of-un-climate-change-reports
This project uses Natural Language Processing (NLP) techniques to analyze large amounts of textual data from UN reports on climate change. By applying NLP, the project aims to extract valuable information that can shed light on critical aspects of climate change
beautifulsoup4 matplotlib pandas pypdf2 seaborn spacy text-analysis text-processing webscraping
Last synced: 12 Oct 2024
https://github.com/darkrockmountain/spacy-ewc
A spaCy library for Named Entity Recognition with Elastic Weight Consolidation.
catastrophic-forgetting clasificacion entity-recognition ewc labeling machine-learning machine-learning-algorithms model ner nlp spacy spacy-nlp thinc
Last synced: 08 Nov 2024
https://github.com/rrayhka/indonesian-ner-spacy
Fine-tuning SpaCy for Indonesian Named Entity Recognition (NER) with custom dataset.
indonesian named-entity-recognition ner nlp spacy
Last synced: 09 Oct 2024
https://github.com/sasank-sasi/subtheme-sentiment-analysis-for-review
"Comprehensive Subtheme Sentiment Analysis of Customer Reviews Using Advanced NLP Techniques"
matplotlib natural-language-processing nltk plotly python scikit-learn spacy vader-sentiment-analysis
Last synced: 12 Oct 2024
https://github.com/ianhaggerty/final-capstone
This represents the final capstone project in my HyperionDev Data Science (fundamentals) course. A dataset of Amazon customer reviews is analysed using natural language processing.
amazon data-analytics data-science data-visualization dataset matplotlib nlp nlp-machine-learning numpy pandas plotly reviews seaborn spacy tabulate textblob wordcloud
Last synced: 18 Dec 2024
https://github.com/isabelleysseric/question-answering
Building a Natural Language Question & Answer Search Engine with corpus in Python language.
corpus deep-learning nlp qa question-answering spacy whoosh
Last synced: 30 Dec 2024
