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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/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/amishra15/text-summarizer-using-nlp-and-tf-idf-methods

Text-Summarizer-Using-NLP-and-TF-IDF-Methods

nlp spacy text-summarization

Last synced: 09 Dec 2024

https://github.com/sydney-informatics-hub/clause-segmenter

A clause segmenting tool utilising Python's SpaCy

nlp python spacy

Last synced: 09 Oct 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/viniciusmecosta/cv_classifier

A REST API that classifies resumes into occupation fields and seniority levels using machine learning. Trained on 3,000+ resumes across 26 occupations, the API provides accurate classifications with efficient PDF text extraction.

catboost fastapi python3 sklearn spacy

Last synced: 09 Oct 2024

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

Text classification with spacy

machine-learning nlp spacy

Last synced: 11 Nov 2024

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: 08 Dec 2024

https://github.com/imvladikon/quora-question-pair

duplicates detection experiments on Quora Question Pairs (QQP)

fasttext nlp paraphrase spacy

Last synced: 02 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)

nlp nltk python spacy

Last synced: 13 Nov 2024

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/jamnicki/bachelor_thesis_project

System for Training-based Expansion of Tools for Proper Name Mentions Recognition Based on Active Learning

active-learning active-learning-in-nlp annotation-tool argilla kpwr named-entity-recognition nlp optimization sampling-methods sequence-labeling sequential-data spacy

Last synced: 21 Dec 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/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/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/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/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/spacy-trankit

💥 Trankit models directly in spaCy💥

nlp spacy spacy-extension spacy-nlp spacy-pipeline trankit

Last synced: 30 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/raniasakrr/breakthrough-hire

The project aims to help job seekers understand the essential qualifications required for specific jobs and assess how well their skills match those positions. Additionally, it assists recruiters in improving their resume selection processes by analyzing and comprehending job advertisements.

bert cvanalysis flask ner nlp python scraping sentence-similarity spacy sqlalchemy transformer

Last synced: 09 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/rahul1582/text-summarisation-using-spacy

A Text Summarizer deployed to Heroku

heroku nlp spacy text-summarisation

Last synced: 13 Dec 2024

https://github.com/thjbdvlt/quelquhui

tokenizer for french

french french-nlp nlp spacy tokenizer-nlp

Last synced: 09 Oct 2024

https://github.com/2pa4ul2/mcq-quiz-maker-nlp

Quizzable a quiz generator for short reviews with Spacy and NLTK

flask nlp nltk python question-generation quizapp spacy

Last synced: 09 Oct 2024

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/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/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/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/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/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/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/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/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.

fastapi nlp nltk spacy

Last synced: 09 Oct 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/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/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/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/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/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/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/salma-4/nlp-task

Preprocessing using NLTK ,SPACY

nltk-library python spacy svm-model

Last synced: 09 Oct 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

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