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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: 21 Dec 2024

https://github.com/keshabkjha/climasense

ClimaSense is a web application that provides real-time weather information based on the user's location or any searched city. It features automatic location detection, manual search, and a chatbot , built using Python (Streamlit & SpaCy), that responds to weather-related queries.

html-css-javascript niet-codetantra niet-training python python3 spacy spacy-nlp streamlit weather-api weather-app

Last synced: 06 Feb 2025

https://github.com/florensadimer/nlp_ner_soccer_pt-br

Anotação Manual e Comparação com Modelos Treinados

annotation llm machine-learning ner nlp spacy

Last synced: 09 Dec 2024

https://github.com/aitechhero/nonullsense-nlp

Natural Language Processing (NLP) with libraries like spaCy, Transformers, and NLTK.

ai artificial-intelligence huggingface natural-language-processing nlp nltk python spacy text-analysis transformers

Last synced: 09 Jan 2025

https://github.com/datarohit/nlp-course-files

The files in this Repo are files for the online NLP-Course from Udemy.com which I completed.

nlp nlp-machine-learning nltk numpy panda python sklearn spacy

Last synced: 23 Dec 2024

https://github.com/bonysmoke/speliuk

A more accurate spelling correction for the Ukrainian language.

correction kenlm spacy spelling symspell ukrainian

Last synced: 09 Feb 2025

https://github.com/sukanyadutta52/sentiment-analysis

An Analysis of How Machine Perceives Women and How Women Feel about Themselves As a Result of This Perception: Sentiment Analysis

flair matplotlib nltk-library pandas regular-expression sentiment-analysis spacy textblob vader-sentiment-analysis women-beauty-standard

Last synced: 02 Feb 2025

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: 10 Feb 2025

https://github.com/jblake1965/elucidoc

Screens legal text and extracts sentences containing user input party name-predicate phrases

excel law legal-documents legal-text-analytics natural-language-processing python-script python3 spacy textacy word

Last synced: 23 Jan 2025

https://github.com/keshabkjha/weatherapp

WeatherApp is a web application that provides real-time weather information based on the user's location or any searched city. It features automatic location detection, manual search, and a chatbot called Weatha, built using Python (Streamlit & SpaCy), that responds to weather-related queries.

html-css-javascript niet-codetantra niet-training python python3 spacy spacy-nlp streamlit weather-api weather-app

Last synced: 25 Oct 2024

https://github.com/rkirlew/custom-resume-ner-model-development-with-spacy

I developed a custom Named Entity Recognition (NER) model using spaCy. The process involved manually annotating data, training the model, and evaluating its performance on unseen text. This project provided hands-on experience in working with NLP models, data annotation, and model training pipelines.

machine-learning named-entity-recognition ner spacy spacy-nlp

Last synced: 11 Jan 2025

https://github.com/csfelix/nlp-0-spacy-course

💬 Advanced NLP with Spacy Course

natural-language-processing nlp python spacy

Last synced: 30 Jan 2025

https://github.com/thyripian/core

This repository contains the Centralized Operational Reporting Engine (CORE), designed for processing diverse datasets and integrating with Elasticsearch, PostgreSQL, and SQLite. It features a React-based UI for interacting with the backend, offering data extraction, processing, and search functionalities.

api csv data-science elasticsearch flask fullstack-development javascript pandas postgresql python react spacy sqlite

Last synced: 07 Feb 2025

https://github.com/galal-pic/talented-recruitment-and-skills-analysis-system

The project's goal is to help job seekers understand the basic qualifications for specific jobs and evaluate the suitability of their skills for those positions. Additionally, the program aims to assist recruiters in enhancing their resume selection processes by analyzing and understanding job advertisements ....

cvanalysis fine-tuning flask huggingface ner nlp python scraping sentence-embeddings sentence-transformers spacy sqlalchemy transformer

Last synced: 14 Oct 2024

https://github.com/aditya172926/text_summarization

Project to generate summaries and perform Named Entity Recognition from multiple types of text bodies.

glove machine-learning nlp python scikit-learn spacy

Last synced: 24 Jan 2025

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/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/samestrin/llm-services-api

A FastAPI-powered REST API offering a comprehensive suite of natural language processing services using machine learning models with PyTorch and Transformers, packaged in a Docker container to run efficiently.

api docker fastapi hugging-face hugging-face-transformers huggingface-transformers keybert llm openai-compatible-api python python3 pytorch rest rest-api spacy torch transformers uvicorn

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/xettrisomeman/speechandtext

Practicing NLP using spacy and Sklearn

nlp sklearn spacy

Last synced: 02 Jan 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/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/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/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/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/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/d5555/textcat_dataset_imdb

Movie Review Dataset for binary sentiment classification

categories dataset spacy textcat textcategorizer

Last synced: 02 Jan 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/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/hansalemaos/spacy2df

converts a spaCy object into a pandas DataFrame

dataframe nlp pandas spacy

Last synced: 10 Feb 2025

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/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/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/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: 08 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/victowang/wikigame

A python script to play the Wikipedia game

nlp python spacy wikigame wikipedia-game

Last synced: 05 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/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/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/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/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/dagmawi-22/hotel-ai

Hotel Customer Support Chatbot Rest API

django nltk pyspellchecker python spacy

Last synced: 09 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/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/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/aubainmbk/analyse-des-avis-clients-amazon

Utiliser l’analyse des sentiments et le clustering sur des avis Amazon à des fins de marketing et de satisfaction des clients.

clustering marketing-analytics nlp-machine-learning nltk pca spacy vader-sentiment-analysis

Last synced: 05 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/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/manik2000/radiohead-lyrics

NLP analysis of Radiohead's songs lyrics.

embeddings huggingface-transformers nlp spacy

Last synced: 09 Feb 2025

https://github.com/huspacy/demo

HuSpaCy Streamlit Demo

demo huspacy nlp spacy

Last synced: 26 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/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/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/gopireddy99/named_entity_recognition

NLP Concept on Simple NER(Named Entity Recognition) using Spacy and pandas

ner nlp spacy spacy-nlp

Last synced: 01 Feb 2025

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/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/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/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: 29 Jan 2025

https://github.com/elbersb/depdistance

Calculation of dependency distance

conll conll-u spacy udpipe

Last synced: 02 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/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/kr1shnasomani/summarai

Text summarizer using NLP (Extractive Summarization & Abstractive Summarization)

natural-language-processing pytextrank pytorch spacy transformers

Last synced: 21 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: 30 Jan 2025

https://github.com/cllspy/nlp-playground

application to understand key concepts of nlp

ml nlp spacy

Last synced: 07 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/sohaamir/website_projects

Doing some analytics (scraping, app development) on my GitHub website

nltk requests scrapy spacy streamlit

Last synced: 21 Dec 2024

https://github.com/cmucheru/chatbot

A conversational chatbot for embedding in a site.

chatbot spacy

Last synced: 08 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/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/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

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