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: 2025-02-16 00:27:59 UTC
- JSON Representation
https://github.com/lucasspinola/monitorbot-api
API feita com FastApi e Spacy para auxiliar Bot Educacional em suas atividades durante a aula.
Last synced: 13 Feb 2025
https://github.com/gugarosa/brainy
🧠 An intelligent Python-inspired Machine Learning API for training NLP-based models.
api machine-learning nlp python spacy
Last synced: 02 Feb 2025
https://github.com/ajla-brdarevic/pdf_question_generator
Project - Artificial intelligence
ai flask machine-learning mt5 pypdf2 python spacy transformers
Last synced: 03 Feb 2025
https://github.com/5hraddha/sentiment-analysis
An innovative system for filtering and categorizing movie reviews
countvectorizer dummyclassifier lgbmclassifier logisticregression matplotlib minmaxscaler nltk nltk-stopwords nltk-tokenizer numpy pandas seaborn spacy tfidfvectorizer torch tqdm transformers
Last synced: 10 Feb 2025
https://github.com/jromero132/bachelor_thesis_code
Code of my Bachelor Thesis in Computer Science at the University of Havana, Cuba.
artificial-intelligence medline medlineplus natural-language-processing nlp nltk nltk-python ontology-learning python3 spacy spacy-nlp
Last synced: 13 Feb 2025
https://github.com/turbolent/telescope
Go explore
compiler nlp parser question-answering scala spacy sparql
Last synced: 03 Feb 2025
https://github.com/yash22222/terrorist-activity-forecasting-and-risk-assessment-system
In an era marked by global security challenges, the "TAFRAS" emerges as a cutting-edge solution to tackle the ever-evolving threat of terrorism. The project is grounded in the urgent need for predictive systems that can anticipate, assess, and mitigate potential terrorist activities.
corpora data-vizualisation folium-maps gensim global-terrorism-database lda machine-learning matplotlib networkx nltk nmf numpy pandas python random-forest-classifier seaborn sklearn spacy textblob vader-sentiment-analysis
Last synced: 05 Jan 2025
https://github.com/charlesyuan02/named_entity_recognition
Utilizing Spacy and Tensorflow to train custom Named Entity Recognizers.
conll-2003 named-entity-recognition ner nlp spacy transformer
Last synced: 12 Feb 2025
https://github.com/sudip-13/nlp
This repo for tutorial NLP dialog flow chat bot back end configured
dialogflow fastapi fasttext mogodb ner regex spacy tf-idf
Last synced: 03 Feb 2025
https://github.com/public-health-scotland/dose_instruction_parser
Parsing prescription dose instructions using Named Entity Recognition and rules
dose-instructions drug machine-learning named-entity-recognition natural-language-processing nhs prescribing prescriptions public-health scotland spacy
Last synced: 14 Oct 2024
https://github.com/aiatyourservice/deeplearningforcoders
Hey, this repo contains code from deep learning specialization by Andrew NG
deep-learning nltk python pytorch spacy
Last synced: 14 Oct 2024
https://github.com/karimosman89/legal-document-nlp
Create a tool that uses NLP to extract key information from legal documents, contracts, or agreements.Use NLP techniques for named entity recognition and text classification.Streamline the review process for legal teams by automating information extraction.
nltk python scikit-learn spacy
Last synced: 28 Dec 2024
https://github.com/tomhalloin/Springboard-Berkshire
Topic model analysis of Berkshire Hathaway annual letters (Completed Capstone Project #2)
gensim nlp spacy springboard textacy topic-modeling
Last synced: 16 Nov 2024
https://github.com/jash271/youglance
Package for analyzing Youtube Videos from searching by relevant entities to analyzing sentiments and clustering different parts of the video according to your liking
cosine-similarity named-entity-recognition ner nlp nltk python sentiment-analysis spacy tfidf topic-modeling
Last synced: 27 Jan 2025
https://github.com/bghorvath/TextMiningTheBechdelTest
Text mining movie scripts to explore long-term trend of female representation in movies according to the Bechdel test
bechdel bechdel-test coreference-resolution neuralcoref spacy
Last synced: 16 Nov 2024
https://github.com/araobp/bach-network
J. S. Bach's network with spaCy(NLP)
Last synced: 17 Jan 2025
https://github.com/oroszgy/spacy-tokenizer-benchmark
Quick and dirty scripts to measure the performance of spaCy
benchmark natural-language-processing nlp python spacy tokenizer
Last synced: 03 Feb 2025
https://github.com/vidhi1290/chatbot-with-rasa-nlu-model-and-python
This project builds an intelligent chatbot using Rasa NLU for an E-Commerce business 🛍️. The chatbot can handle user queries like product information, pricing, and order management 💬. With spacy and TensorFlow pipelines 🧠 for training, and MongoDB for storing data 📦, it offers seamless, context-aware conversations
aichatbot artificial-intelligence chatbot jupyter-notebook matplotlib nlu nlu-chatbot pandas pymongo python rasa-chatbot rasa-nlu spacy spacy-nlp tensorflow
Last synced: 14 Feb 2025
https://github.com/plandes/mimic
MIMIC III Corpus Parsing
mimic-iii natural-language-processing parsing-library spacy
Last synced: 18 Jan 2025
https://github.com/medspacy/nlp_preprocessor
SpaCy component for modifying the string of a doc before tokenizing.
clinical-nlp medspacy nlp nlp-library pipeline spacy
Last synced: 09 Jan 2025
https://github.com/sloev/spacy_onnx_sentiment_english
english sentiment model for spacy
onnx-models sentiment-analysis spacy spacy-pipeline
Last synced: 03 Feb 2025
https://github.com/codebasics/ner-resume-parser
A tutorial for NER Resume Parser to get the keywords out of a resume.
mlflow mlflow-tracking nlp python spacy spacy-models spacy-nlp
Last synced: 16 Jan 2025
https://github.com/turbolent/spacy-thrift-docker
spacy-thrift as a Docker container
docker named-entity-recognition ner nlp part-of-speech part-of-speech-tagger pos python service spacy thrift
Last synced: 03 Feb 2025
https://github.com/srstevenson/keyword-extractor
Extract keywords from plain text documents
Last synced: 20 Nov 2024
https://github.com/alessandromonolo/descriptive-texts-classification-by-usage-purposes-of-estate-properties
The project aims to identify the best model for the classification of texts derived from descriptions of assets subject to Italian judicial auctions. The employed models include both conventional models, such as Logistic Regression, Naive Bayes, SVM, and XGBoost, and neural network models, such as Fasttext and XLM-Roberta.
fasttext logistic-regression naive-bayes nlp python pytorch scikit-learn seaborn spacy svm text-classification tfidf tokenizer xgboost xlm-roberta
Last synced: 18 Feb 2025
https://github.com/ccoreilly/spacy-catala-generator
Training and dataset used for the catalan spacy model
catala catalan catalan-language spacy spacy-models
Last synced: 10 Feb 2025
https://github.com/touradbaba/nlp-notebooks
This repository contains Jupyter notebooks on various NLP techniques, including text processing, classification, sentiment analysis, and topic modeling.
machine-learning nlp nltk sentiment-analysis spacy text-classification text-processing topic-modeling
Last synced: 08 Feb 2025
https://github.com/rahul1582/text-summarisation-using-spacy
A Text Summarizer deployed to Heroku
heroku nlp spacy text-summarisation
Last synced: 06 Feb 2025
https://github.com/saifinohwal/sentiment-analysis
Sentiment analysis of Steve Jobs speech
lemmetization nlp spacy summarization tokenization wordcloud-visualization
Last synced: 10 Feb 2025
https://github.com/legendarym4x/data_science
Data Science Course
jupyter-notebook keras matplotlib nltk numpy pandas scikit-learn spacy tensorflow
Last synced: 18 Jan 2025
https://github.com/woranov/spacy-lazy-docbin
Lazy-loadable and indexable spaCy DocBins
Last synced: 18 Jan 2025
https://github.com/ntinouldinho/machine-learning-classification-and-speech-generation
Explored Greek Parliament Proceedings and tried to classify each speech to a corresponding parliamentary political party.
artificial-intelligence classification-machine-learning machine-learning neural-networks pandas python sklearn spacy
Last synced: 03 Feb 2025
https://github.com/thekartikeyamishra/resumeevaluatorapp
The Automated Resume Evaluator is a Python-based application that helps evaluate resumes against job descriptions. It calculates an Applicant Tracking System (ATS) score, which is the percentage of keywords from the job description found in the resume.
flask machine-learning matplotlib nlp nltk pypdf python scikit-learn spacy textblob
Last synced: 03 Feb 2025
https://github.com/naveen3830/splashtop_analysis
This repository contains the code for my webapp splashtop website analysis.
nlp-keywords-extraction python spacy streamlit
Last synced: 07 Dec 2024
https://github.com/bglid/job-application-helper
Project to incorporate web scraping of job applications and then analyze them using NLP methods.
nlp spacy streamlit text-processing webscraping
Last synced: 07 Dec 2024
https://github.com/imvladikon/quora-question-pair
duplicates detection experiments on Quora Question Pairs (QQP)
Last synced: 02 Jan 2025
https://github.com/ahmedabdalkreem/grammer-auto-correct
In this project work to make classification between the phase is correct or wrong if phase is right print the correct phase if phase is wrong be input of Transfer Learning and print the phase begore correct.
decision-trees logistic-regression machine-learning matplotlib-pyplot naive-bayes-classifier nlp nltk-library pandas-library python random-forest sklearn spacy svm-model transfer-learning
Last synced: 16 Jan 2025
https://github.com/turbolent/spacy-http
spaCy as a HTTP service
api named-entity-recognition ner nlp part-of-speech part-of-speech-tagger pos python service spacy
Last synced: 27 Jan 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/thjbdvlt/spacy-turlututu
french morphological analysis model for spacy
french french-nlp morphological-analysis nlp part-of-speech-tagging pos-tagging spacy
Last synced: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/thjbdvlt/spacy-presque
normalisation de mots (français) pour spacy
french nlp normalization spacy spacy-extensions
Last synced: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/thjbdvlt/spacy-viceverser
lemmatisation du français avec hunspell et spacy
french hunspell lemmatization nlp nlp-french spacy
Last synced: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/nanditha-prabhu/qa-system-via-srl
Question Answering System via Semantic Role Labeling Using Token Classification and Parsing Techniques
Last synced: 10 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/hansalemaos/spacy2df
converts a spaCy object into a pandas DataFrame
Last synced: 10 Feb 2025
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: 10 Feb 2025
https://github.com/hackerajofficial/chatbot
ChatBot capable of answering user queries while also integrating a conversational form to collect user information such as Name, Email, Phone Number, and Address using Python with Django
chat-application chatbot chatbots chatterbot django hackeraj hackerajofficial spacy spacy-nlp
Last synced: 10 Feb 2025
https://github.com/lfoppiano/docker-image-spacy
Docker image for shipping spacy
Last synced: 10 Feb 2025
https://github.com/pavithra-hn/text-summarizer
The Text Summarizer is a web-based application that allows users to input a piece of text and receive a summarized version of that text. The summarization is performed using NLP techniques to extract key information and provide a concise summary.
flask html-css-javascript nlp-library nltk python spacy
Last synced: 11 Feb 2025
https://github.com/benevanio/nasa-api-astro
Projeto utilizando a API da nasa.
apdo api api-client api-rest api-server astronomy css frond-end-development html5 javascipt javascipt-ai javascript nasa-api nasa-data react-router reactjs space spaceship spacy
Last synced: 28 Jan 2025
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: 12 Jan 2025
https://github.com/itsdaiton/named-entity-visualizer
NEV short for Named Entity Visualizer is a tool to visualize entities found in unstructured text built in Python.
named-entity-linking named-entity-recognition natural-language-processing nlp-pipeline python spacy wikidata
Last synced: 11 Feb 2025
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
https://github.com/d5555/textcat_dataset_imdb
Movie Review Dataset for binary sentiment classification
categories dataset spacy textcat textcategorizer
Last synced: 02 Jan 2025
https://github.com/amishra15/text-summarizer-using-nlp-and-tf-idf-methods
Text-Summarizer-Using-NLP-and-TF-IDF-Methods
Last synced: 04 Feb 2025
https://github.com/aranzadata/moviereviewclassifier
Modelo de análisis de sentimientos basado en BERT para 45,000 reseñas de películas, logrando una puntuación F1 de 0.88 al aprovechar técnicas avanzadas de preprocesamiento de texto con NLTK y SpaCy
Last synced: 04 Feb 2025
https://github.com/emmy-bradfield/hilly_xmas
A simple ChatBot built using openAI's davinci 003 as a gift for a dear friend of ours
machine-learning natural-language-processing openai python spacy
Last synced: 21 Jan 2025
https://github.com/aydan-moon/news_headlines_ner
Named Entity Recognition (NER) model for analyzing entities in news headlines using spaCy and trained on the CoNLL-2003 dataset.
conll-2003 ner nlp python spacy
Last synced: 21 Jan 2025
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: 07 Jan 2025
https://github.com/praadnya/govt-circular-analysis
Uses OCR and NER techniques for parsing Goverment Circulars
annotations graphdb ner ocr spacy
Last synced: 07 Jan 2025
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: 11 Feb 2025
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/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: 13 Jan 2025
https://github.com/stephenombuya/ai-powered-writing-assistant
An advanced writing assistant that helps users improve their writing through grammar checking, style analysis, and intelligent suggestions.
flask-application pytest python3 spacy sqlalchemy sqlite3 textblob-sentiment-analysis writing-assistant
Last synced: 09 Jan 2025
https://github.com/free-analytics/nlp
自然言語処理
ai chatbot jupyter-notebook llm machine-learning nlp python spacy transformers
Last synced: 09 Jan 2025
https://github.com/philippeitis/nlp_specifier
Formal verification for natural language software documentation
natural-language-processing nlp spacy
Last synced: 21 Jan 2025
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 Jan 2025
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: 03 Feb 2025
https://github.com/oroszgy/mltools
Common utility methods and classes to ease the work with sklearn, spacy, pandas, matplotlib
data-science machine-learning nlp pandas sklearn sklearn-compatible spacy tools
Last synced: 03 Feb 2025
https://github.com/oroszgy/cookiecutter-ml-flask
Cookiecutter template for training and serving machine learning models with scikit-learn, spacy, Flask and Docker
docker flask flask-application machine-learning nlp rest-api scikit-learn spacy
Last synced: 03 Feb 2025
https://github.com/veldhub/veld_data__akp_ner_linkedcat
data veld containg machine inferenced named entities and context data.
nlp spacy spacy-nlp spacy-nlp-ner
Last synced: 21 Jan 2025
https://github.com/veldhub/veld_code__spacy
Code velds encapsulating usage of spaCy.
Last synced: 21 Jan 2025
https://github.com/mugambi645/spacy-text-classification
Text classification with spacy
Last synced: 11 Nov 2024
https://github.com/403errors/ai-docparser
An application framework developed using the latest AI technologies to extract the values of specific pre-defined keys from a given PDF document. Also generating a document summary using the key & values extracted in the while doing so.
automation csv-export nlp pdf-files python3 regex reinforcement-learning spacy
Last synced: 21 Jan 2025
https://github.com/veldhub/veld_chain__apis_ner_transform_to_gold
Chain velds encapsulating extraction and conversion of gold data.
named-entity-recognition nlp spacy spacy-nlp spacy-nlp-ner
Last synced: 21 Jan 2025
https://github.com/veldhub/veld_data__apis_spacy_ner_models
spacy NER models, trained on APIS ÖBL data.
named-entity-recognition ner nlp spacy spacy-nlp spacy-nlp-ner
Last synced: 21 Jan 2025