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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/lucasspinola/monitorbot-api

API feita com FastApi e Spacy para auxiliar Bot Educacional em suas atividades durante a aula.

fastapi nlp pln spacy

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/laurenzv/covbot

A small chatbot written as part of my bachelor thesis.

chatbot corenlp covid-19 docker python spacy sqlite vuejs

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/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/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)

graphology spacy visjs

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/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/jtlicardo/process-visualizer-web

Web interface for the process-visualizer project

bert bpmn nlp openai spacy

Last synced: 15 Nov 2024

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/srstevenson/keyword-extractor

Extract keywords from plain text documents

nlp spacy tf-idf

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/woranov/spacy-lazy-docbin

Lazy-loadable and indexable spaCy DocBins

spacy spacy-extension

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)

fasttext nlp paraphrase spacy

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/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/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/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

bert qa-system spacy srl

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/hansalemaos/spacy2df

converts a spaCy object into a pandas DataFrame

dataframe nlp pandas spacy

Last synced: 10 Feb 2025

https://github.com/shadbalti/simple-chatbot

This is a simple chatbot created using Python and spaCy. The chatbot can respond to common questions and perform specific tasks.

ai bots chatbot python spacy

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/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: 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

docker image 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/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: 12 Jan 2025

https://github.com/angelospanag/kleio-bot

A bot that aggregates the last 50 tweets of each political party currently in the Greek parliament and creates a word cloud for each daily

bot nlp python spacy twitter

Last synced: 03 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/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: 21 Jan 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/amishra15/text-summarizer-using-nlp-and-tf-idf-methods

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

nlp spacy text-summarization

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

bert-embeddings nltk 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/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: 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/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/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/mugambi645/basic-spacy-nlp

Basic NLP with spacy

nlp spacy

Last synced: 16 Jan 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.

nlp spacy spacy-nlp

Last synced: 21 Jan 2025

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

Text classification with spacy

machine-learning nlp 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

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