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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.

https://github.com/luis54929/oscarbot

OscarBot: Chatbot de IA personalizado para el área de tecnología del Banco de Occidente. Asistente inteligente para procesos internos y consultas hacia tecnología..

ai banco-de-occidente banking banking-applications chatbot chatterbot machine-learning nlp python3 spacy

Last synced: 21 Dec 2024

https://github.com/gabrielmazzotta/nlp-clustering--movie-similarity-from-plot-summaries

A Python-based movie recommendation system leveraging NLP and clustering techniques. This project includes data processing, vectorization of plot summaries, and the implementation of recommendation algorithms to suggest similar movies based on user input.

clustering cosine-similarity hierarchical-clustering kmeans lemmatization nlp recommendation-engine scikit-learn similarity-score spacy tokenization

Last synced: 21 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/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/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/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/rahul1582/text-summarisation-using-spacy

A Text Summarizer deployed to Heroku

heroku nlp spacy text-summarisation

Last synced: 13 Dec 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/centrefordigitalhumanities/textminer

A script to detect named entities and store them in an Elasticsearch annotated_text field

annotation elasticsearch ner spacy

Last synced: 25 Dec 2024

https://github.com/mugambi645/spacy-text-classification

Text classification with spacy

machine-learning nlp spacy

Last synced: 11 Nov 2024

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 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: 11 Jan 2025

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/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/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

docker fastapi python spacy

Last synced: 07 Dec 2024

https://github.com/araobp/bach-network

J. S. Bach's network with spaCy(NLP)

graphology spacy visjs

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/mugambi645/basic-spacy-nlp

Basic NLP with spacy

nlp spacy

Last synced: 15 Nov 2024

https://github.com/kahngjoonkoh/inkspect

An online Rorschach inkblot test. Uses NLP to code responses and the Exner system to interpret results.

nlp nltk python rorschach spacy web

Last synced: 15 Nov 2024

https://github.com/jonas-jonas/text_mining

Sentiment Analysis using spaCy

jupyter-notebook nlp sentiment-analysis spacy

Last synced: 20 Dec 2024

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.

obsidian python spacy

Last synced: 13 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/direct-phonology/phony

phonology in spaCy!

linguistics nlp phonology python spacy

Last synced: 19 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/xettrisomeman/speechandtext

Practicing NLP using spacy and Sklearn

nlp sklearn spacy

Last synced: 02 Jan 2025

https://github.com/yashaswini-lankalapalli/text-summarization

Here are the two NLP models for text summarization: Abstractive NLP and Extractive NLP.

nlp python spacy transformers

Last synced: 12 Oct 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.

spacy

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/woranov/spacy-lazy-docbin

Lazy-loadable and indexable spaCy DocBins

spacy spacy-extension

Last synced: 17 Nov 2024

https://github.com/samarthhchinivar/nlp-codebasics-playlist

This is a GitHub repository containing Jupyter notebooks and Python scripts related to natural language processing (NLP) concepts and techniques covered in the "NLP with Python" playlist by Codebasics YouTube channel. The notebooks cover topics such as text preprocessing, feature extraction using Python libraries NLTK, SpaCy

nlp-machine-learning nltk python3 spacy

Last synced: 06 Jan 2025

https://github.com/blacksujit/quantumlens

QuantumLens is a cutting-edge, AI-powered information assistant designed to revolutionize how you interact with and process information. By leveraging advanced machine learning algorithms and natural language processing techniques.

ai bert bert-embeddings dataanalysis information integration-flow intellij-idea ml model models nlp-machine-learning processing project research spacy spacy-models spacy-nlp spacy-pipeline summeriza summerization

Last synced: 15 Dec 2024

https://github.com/raju-2003/indiaai-cyberguard-ai-hackathon

An NLP-powered system to simplify cybercrime reporting by analyzing descriptions, categorizing incidents, and providing actionable insights.

matplotlib nltk numpy pandas python random-forest-classifier re scikit-learn seaborn shap spacy wordcloud

Last synced: 23 Nov 2024

https://github.com/serenasensini/medspacy-tutorial

Use case to show medspaCy functionalities.

medspacy nlp nlp-machine-learning spacy spacy-nlp spacy-pipeline

Last synced: 20 Nov 2024

https://github.com/rtmigo/spacy_installer_py

Installing and removing spaCy language models from Python code, without using the command line

install nlp pip python spacy uninstall

Last synced: 20 Nov 2024

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: 22 Dec 2024

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: 20 Nov 2024

https://github.com/paulo-santos-ds/analise_de_sentimentos_em_criticas_de_filmes

Este projeto visa desenvolver um sistema para filtrar e categorizar resenhas de filmes

lgbm math matplotlib nltk pandas python re sklearn spacy torch

Last synced: 20 Nov 2024

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: 06 Jan 2025

https://github.com/philippeitis/nlp_specifier

Formal verification for natural language software documentation

natural-language-processing nlp spacy

Last synced: 12 Oct 2024

https://github.com/elbersb/depdistance

Calculation of dependency distance

conll conll-u spacy udpipe

Last synced: 07 Dec 2024

https://github.com/praju-1/deep_learning

This repository include Deep_learning concept which is subset of machine learning which is based on Neural Networking.

keras nltk pandas python sklearn spacy statistics tensorflow

Last synced: 15 Dec 2024

https://github.com/pythonicforge/e.c.h.o-mini

A miniature model of ECHO intended for my portfolio

ai express javascript nltk python spacy

Last synced: 22 Nov 2024

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: 07 Dec 2024

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: 07 Dec 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: 09 Jan 2025

https://github.com/ajaykumar095/natural_language_processing

Explore cutting-edge Natural Language Processing (NLP) techniques in this GitHub repository. Includes pre-trained models, custom NLP pipelines, text preprocessing tools, sentiment analysis, text classification, and more. Ideal for research, learning, and deploying NLP solutions in Python.

ann nltk-python python rnn spacy tensorflow text-preprocessing textblob

Last synced: 22 Dec 2024

https://github.com/ayaz-amin/speechpos

A simple Python script that tags speech to parts-of-speech

deep-learning machine-learning python3 spacy

Last synced: 01 Dec 2024

https://github.com/iv4n-ga6l/nlp-chatbot-api

A NLP project leveraging NLTK for extracting weather data.

flask nlp-api nlp-chatbot nltk python spacy transformers

Last synced: 26 Nov 2024

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/bonysmoke/speliuk

A more accurate spelling correction for the Ukrainian language.

correction kenlm spacy spelling symspell ukrainian

Last synced: 10 Oct 2024

https://github.com/rfdzan/summarize-search-result

extractive text summarization with a handful of different libraries

natural-language-processing python spacy

Last synced: 28 Dec 2024

https://github.com/tbarlow12/wiki-answer

I wanted to create a question answerer for Wikipedia articles. This project reads articles and responds to a set of questions, getting 31% accuracy on the test set of questions

nlp python question-answering spacy wikipedia

Last synced: 08 Dec 2024

https://github.com/leosimoes/coursera-usp-pln-i

Atividades do curso "Processamento Neural de Linguagem Natural em Português I" oferecido pela USP através do Coursera.

nlp pln python spacy

Last synced: 02 Dec 2024

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: 08 Dec 2024

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/randika00/ism-web-automation-y23cp-web

Web scraping refers to the extraction of data from a website. Be it a spreadsheet or an API.

2captcha-api beautifulsoup regex scrapy selenium spacy webdriver

Last synced: 08 Dec 2024

https://github.com/cmucheru/chatbot

A conversational chatbot for embedding in a site.

chatbot spacy

Last synced: 15 Dec 2024

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: 15 Dec 2024

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: 08 Dec 2024

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: 09 Dec 2024

https://github.com/chinmoyt03/voice-to-text

Its an AI project. It will take input from user from a text box and then generate texts.

axios flask mysql nlp nodejs spacy vuejs

Last synced: 18 Dec 2024

https://github.com/francislauriano/chatsoftex

Plataforma inovadora desenvolvida em Python que visa automatizar e agilizar o processo de avaliação de projetos de inovação, utilizando inteligência artificial e critérios padronizados com base na Lei do Bem.

cryptography fernet firebase flask flask-jwt-extended hugging-face-transformers numpy openai pdfplumber postgresql pyjwt pymupdf-fitz pypdf2 python pytorch scikit-learn scipy spacy sqlalchemy tensorflow

Last synced: 09 Dec 2024

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: 03 Dec 2024

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

bert-embeddings nltk spacy

Last synced: 09 Dec 2024

https://github.com/kavyachouhan/manasvi

An AI-powered chatbot built with Django and spaCy that provides real-time emotional support. Manasvi uses natural language processing (NLP) and sentiment analysis to engage users in meaningful conversations about mental health, offering personalized responses based on emotional tone.

chatbot django machine-learning mental-health mental-health-chatbot nlp python sentiment-analysis spacy text-processing web-app

Last synced: 09 Dec 2024

https://github.com/rafelafrance/angiospermtraiter

Using rule-based parsers to extract information from plant treatments

botany python spacy

Last synced: 09 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/crodriguez1a/kaggle-la-jobs

Helping the City of Los Angeles to structure and analyze its job descriptions

kaggle linguistic-analysis ml nlu python spacy

Last synced: 16 Dec 2024

https://github.com/camara94/nlp-basique

Dans ce tutoriel, nous découvrir ensemble les bases de NLP en IA

gensim nlp nlp-keywords-extraction nlp-machine-learning pytorch sklearn spacy spacy-nlp tensorflow

Last synced: 23 Dec 2024

https://github.com/giuliosmall/twitter-trending-topics-pipeline

This project demonstrates trending topic detection using Apache Spark and MinIO. It processes Twitter JSON data with PySpark, leveraging distributed data processing and cloud storage. The entire project is containerized with Docker for easy deployment across architectures.

docker minio nlp pyspark pytest spacy spark streamlit

Last synced: 11 Dec 2024

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