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/shwetam19/python-ai-chatbot
Pluto.ai is an intelligent chatbot built using Flask. It provides dynamic conversations with features like user authentication, sentiment analysis, NLP-powered intent matching, and API integrations.
ai chatbot flask nlp nltk python spacy sqlalchemy
Last synced: 08 Feb 2025
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: 10 Feb 2025
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: 10 Feb 2025
https://github.com/foxbenjaminfox/simil
CLI for semantic string similarity
glove machine-learning python spacy string-similarity
Last synced: 10 Feb 2025
https://github.com/thjbdvlt/jusquci
french tokenizer for postgresql text search / spacy
nlp nlp-french postgresql postgresql-extension spacy tokenizer
Last synced: 08 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/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/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/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/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/arvind-4/summarizer
Simple Summarizer using python
flask flask-app flask-applications gunicorn-flask-webserver gunicorn-service html html5 javascript python python-dotenv pythoon-3 spacy summarizer textblob vanilla-javascript
Last synced: 17 Feb 2025
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: 17 Feb 2025
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/tristan-mcinnis/spacy-models-setup-and-testing
A Python utility for downloading, storing, and testing Spacy language models for English and Chinese NLP tasks.
chinese english nlp python simple-project spacy testing
Last synced: 10 Feb 2025
https://github.com/thekartikeyamishra/documentsummarizer
The Document Summarizer is a Python-based application that extracts summaries from uploaded text and PDF documents using Natural Language Processing (NLP) techniques. This project includes a basic GUI to interact with the application, upload documents, and view the summarized content.
machine-learning nlp nlp-machine-learning pdfplumber python spacy tkinter tkinter-gui
Last synced: 02 Feb 2025
https://github.com/arkadiuszkaros/nlp-book-pos-extractor
This project focuses on extracting sentences from the text of two popular book series: Harry Potter and Game of Thrones. Using Natural Language Processing (NLP) techniques powered by spaCy, the project aims to identify and analyze the parts of speech (POS) for each word in a sentence.
extractor nlp part-of-speech-tagging python spacy
Last synced: 02 Feb 2025
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 Jan 2025
https://github.com/adesoji1/visis_backend_assessment_submission-adesoji
Create a backend API to handle book information requests, and summary generation.
bart cache cuda data-extraction fastapi flask hugging-face hugging-face-hub llama postman-api python3 pytorch spacy sqlite3-database swagger-api tensorboard-visualizations transformer ubuntu2304
Last synced: 14 Feb 2025
https://github.com/izuna385/arxiv-checker-backend
This is an API and backend modules to return accepted papers related to natural language processing from arxiv.
docker fastapi natural-language-processing pytest spacy tdd tdd-python
Last synced: 02 Feb 2025
https://github.com/imvladikon/quora-question-pair
duplicates detection experiments on Quora Question Pairs (QQP)
Last synced: 02 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/blue-codes-yep/AI.AT
AI-Powered Text-To-Speech Script Generator This web application uses AI to generate captivating and informative video scripts based on user inputs. It is still under development, but it has the potential to be a useful tool.
ai automation chatbot flask langchain-python llm nlp python3 react reactjs spacy spacy-nlp
Last synced: 06 Jan 2025
https://github.com/rfdzan/summarize-search-result
extractive text summarization with a handful of different libraries
natural-language-processing python spacy
Last synced: 19 Feb 2025
https://github.com/xwiz/spacy_symspell
Spacy symspell extension
spacy spelling-correction spelling-suggestions symspell
Last synced: 02 Feb 2025
https://github.com/miweru/vrt_spacy
corpora linguistic-corpora linguistics nlp spacy vrt wrapper
Last synced: 02 Feb 2025
https://github.com/asrot0/spacy_ner
SpaCy-based NER🧠 implementation for extracting and classifying entities from text✨
machine-learning ner nlp spacy textclassification
Last synced: 16 Feb 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/inoles/resumeinsight
AI-powered resume screening tool
numpy pandas pandas-python pdfminersix python resume resume-screening spacy spacy-nlp
Last synced: 16 Feb 2025
https://github.com/chewzzz1014/fyp-ner-archive
final-year-project flair fyp machine-learning ner nlp project spacy transformer
Last synced: 18 Jan 2025
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: 10 Feb 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/etienne-bobo/information-retreival_project
In this project, it was a question of designing a model capable of recognizing terms related to our field which is: INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES.
information-retrieval nlp prodigy spacy
Last synced: 10 Jan 2025
https://github.com/sadegh15khedry/comments-sentiment-analysis
text classification on comments using an ANN model.
collections deep-learning keras nlp numpy pandas python sentiment-analysis sklearn spacy unicodedata
Last synced: 10 Jan 2025
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: 07 Feb 2025
https://github.com/f1uctus/webanno2spacy
Convert WebAnno TSVs to spaCy's Doc-s.
spacy spacy-extension webanno webanno-tsv
Last synced: 08 Feb 2025
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: 17 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/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 Jan 2025
https://github.com/tony-stone-code/codealpha_simple_chatbot
This is a simple chatbot, built with python.
ai bot-development chatbot css flask flask-application flask-web htlm5 javascript python python3 spacy spacy-nlp web-development
Last synced: 23 Jan 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/michabirklbauer/hgb_dse_text_mining_solutions
Solutions 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: 04 Jan 2025
https://github.com/abinashsahoo007/project-resume-classification
The document classification solution should significantly reduce the manual human effort in the HRM. It should achieve a higher level of accuracy and automation with minimal human intervention.
corpus count-vectorizer label-encoding lemmitization machine-learning nltk part-of-speech-tagging resume-classification spacy stemming text-mining text-preprocessing textract tfidf-vectorizer tokenization wordcloud
Last synced: 10 Feb 2025
https://github.com/jrubengaliciab/wordtoobsidian
Converts Word documents into Markdown for Obsidian, identifying and linking keywords related to topics using spaCy's Spanish NER model.
Last synced: 13 Jan 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/direct-phonology/phony
phonology in spaCy!
linguistics nlp phonology python spacy
Last synced: 20 Jan 2025
https://github.com/prashver/nlp-driven-video-summarizer-and-insight-tool
An NLP-powered tool for transcribing, summarizing, and indexing podcast content, with video-to-audio conversion and multilingual support.
flask-application huggingface-transformers keyword-extraction named-entity-recognition natural-language-processing ntlk spacy speech-to-text speech-translation text-summarization topic-modeling
Last synced: 10 Feb 2025
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: 11 Jan 2025
https://github.com/maxzirps/lyrics-sentiment-analysis
Analyse lyrics for their sentiment score
nlp pandas sentiment-analysis spacy spacy-nlp
Last synced: 12 Jan 2025
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: 14 Feb 2025
https://github.com/kivanc57/nlp_data_visualization
This project provides Python scripts for analyzing and visualizing text data using efficient NLP methods. It includes tools for creating bar plots, histograms, pie charts, treemaps, violin plots, and word clouds, using libraries such as matplotlib, seaborn, wordcloud, spacy, and textblob.
data-science matplotlib nlp parsing plotting python spacy visualization
Last synced: 08 Feb 2025
https://github.com/aidan-zamfir/the-iliad
Data analysis & relationship network for the characters of Homers Iliad
data data-analysis dataframes networks networkx python selenium spacy webscraping
Last synced: 12 Jan 2025
https://github.com/ledsouza/nlp-article-classification
This project aims to develop a machine learning model capable of classifying news articles into different categories based on their titles. Two different word embedding models (CBOW and Skip-gram) are trained and used to vectorize the article titles. These vectorized representations are then used to train a Logistic Regression classifier.
gensim-word2vec natural-language-processing nlp nlp-machine-learning pandas python scikit-learn spacy spacy-nlp
Last synced: 30 Jan 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/centrefordigitalhumanities/textminer
A script to detect named entities and store them in an Elasticsearch annotated_text field
annotation elasticsearch ner spacy
Last synced: 16 Feb 2025
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: 02 Feb 2025
https://github.com/camara94/spacy
nlp nlp-machine-learning space-invaders spacy
Last synced: 15 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/christram/tln-miage-ia2-2
NLP Project #2
deep-learning nlp python spacy
Last synced: 19 Jan 2025
https://github.com/martincastroalvarez/search-keras-gensim-elasticsearch
Search Engine using Word Embeddings, GloVe, Neural Networks, BART and Elasticsearch
elasticsearch gensim gensim-word2vec keras nlp numpy python scipy spacy word2vec
Last synced: 14 Feb 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/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/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/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: 13 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/karimosman89/resume-screening
Screen resumes to identify the best candidates.Build a machine learning model that screens resumes and ranks candidates based on job descriptions.Streamline the hiring process for HR departments by automating candidate screening.
machine-learning-algorithms nlp-machine-learning nltk-python python scikit-learn spacy text-processing
Last synced: 16 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/victowang/wikigame
A python script to play the Wikipedia game
nlp python spacy wikigame wikipedia-game
Last synced: 05 Jan 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/gopireddy99/named_entity_recognition
NLP Concept on Simple NER(Named Entity Recognition) using Spacy and pandas
Last synced: 01 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/jpedrou/spotify-nlp-analysis
Repository created with the aim of analyzing song lyrics with the help of Spotify API and Natural Language Processing algorithms.
genius-api matplotlib natural-language-processing nltk python3 spacy spotify-api
Last synced: 01 Feb 2025
https://github.com/cllspy/nlp-playground
application to understand key concepts of nlp
Last synced: 07 Feb 2025
https://github.com/surbhi242singh/text_summarizer
machine-learning nlp spacy tokenization
Last synced: 08 Feb 2025
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/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: 08 Feb 2025
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: 08 Feb 2025
https://github.com/e3oroush/music_sorting
A simple project for categorizing your local musics. Find and delete the duplicate music files in your local machine
duplication-detection mediainfo music-duplication-detection music-information-retrieval python spacy
Last synced: 29 Jan 2025
https://github.com/richackashyap/using-bart-model-and-named-entity-recognition-to-summarize-text-and-create-a-mind-map-
Generation of mind maps based on any given paragraph
Last synced: 10 Feb 2025
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: 18 Jan 2025
https://github.com/shiv010hbtu/sentiment-analysis
Sentiment Analysis
django pandas python spacy tensorflow
Last synced: 18 Jan 2025
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/lfoppiano/docker-image-spacy
Docker image for shipping spacy
Last synced: 10 Feb 2025
https://github.com/pabvald/bachelor-thesis
Bachelor's thesis overview
chatbots dialogflow fasttext glove nlp spacy university-of-valladolid user-evaluation virtual-assistants word-embeddings word2vec
Last synced: 29 Jan 2025
https://github.com/imvladikon/spacy-trankit
💥 Trankit models directly in spaCy💥
nlp spacy spacy-extension spacy-nlp spacy-pipeline trankit
Last synced: 28 Jan 2025
https://github.com/sydney-informatics-hub/clause-segmenter
A clause segmenting tool utilising Python's SpaCy
Last synced: 08 Feb 2025
https://github.com/hansalemaos/spacy2df
converts a spaCy object into a pandas DataFrame
Last synced: 10 Feb 2025
https://github.com/pedcapa/nlpower
FastAPI-based service designed to provide real-time text analysis. It leverages some Natural Language Processing (NLP) libraries to offer functionalities such as sentiment analysis, keyword extraction, and text summarization.
Last synced: 08 Feb 2025
