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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/ahmedkhaled404/ner-with-spacy

Named entity recognition using traditional NLP methods

machine-learning matplotlib ner nlp nlp-machine-learning python spacy

Last synced: 18 Dec 2024

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/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: 18 Dec 2024

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: 18 Dec 2024

https://github.com/thjbdvlt/spacy-presque

normalisation de mots (français) pour spacy

french nlp normalization spacy spacy-extensions

Last synced: 18 Dec 2024

https://github.com/sudeatesoglu/nlp-document-processor

An NLP tool for processing documents in different formats with functionalities of similarity score detection, highlighting given pattern and similar words between PDFs, and NER extraction.

nlp spacy text-processing

Last synced: 18 Dec 2024

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: 18 Dec 2024

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: 18 Dec 2024

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/thjbdvlt/spacy-viceverser

lemmatisation du français avec hunspell et spacy

french hunspell lemmatization nlp nlp-french spacy

Last synced: 18 Dec 2024

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: 18 Dec 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/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: 18 Dec 2024

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: 18 Dec 2024

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: 18 Dec 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 Jan 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: 18 Dec 2024

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: 18 Dec 2024

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: 18 Dec 2024

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: 18 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: 18 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/foxbenjaminfox/simil

CLI for semantic string similarity

glove machine-learning python spacy string-similarity

Last synced: 18 Dec 2024

https://github.com/hansalemaos/spacy2df

converts a spaCy object into a pandas DataFrame

dataframe nlp pandas spacy

Last synced: 18 Dec 2024

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: 18 Dec 2024

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/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: 18 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/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: 18 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/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/prateekrajsrivastav/question-answering-model

This project is an NLP-based Question-Answering System that leverages machine learning and natural language processing techniques to provide answers to user queries based on a given context or dataset. The system processes textual input, extracts meaningful insights, and returns relevant answers to the user's question.

huggingface-transformers matplotlib nltk numpy pandas seaborn spacy

Last synced: 20 Dec 2024

https://github.com/f1uctus/webanno2spacy

Convert WebAnno TSVs to spaCy's Doc-s.

spacy spacy-extension webanno webanno-tsv

Last synced: 09 Oct 2024

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: 18 Dec 2024

https://github.com/adishtienmetz/context-game

A context word guessing game. Try to guess the word in minimum tries!

python3 spacy sqlite3

Last synced: 09 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/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/rggh/api-4

Using FastAPI with spaCy to identify entities

docker fastapi python spacy

Last synced: 07 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/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: 09 Oct 2024

https://github.com/parthapray/pii_scrubbing_llm

This repo contains codes about PII scrubbing heuristics search before calling to LLM (local and remote)

chatgpt-api claude-api cloud edge fastapi hybrid llm ner-spacy ollama-api pii pii-detection scrubbing spacy sqlalchemy uvicorn

Last synced: 20 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/sydney-informatics-hub/clause-segmenter

A clause segmenting tool utilising Python's SpaCy

nlp python spacy

Last synced: 09 Oct 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/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/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/lfoppiano/docker-image-spacy

Docker image for shipping spacy

docker image spacy

Last synced: 18 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/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: 18 Dec 2024

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: 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/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/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/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/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: 13 Jan 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/caterinatasinato/machine-learning-nlp-projects

Projects I worked on as Trainee in Data Analytics at ProfessionAI

gensim matplotlib nltk pandas sklearn spacy

Last synced: 19 Dec 2024

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: 13 Dec 2024

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: 25 Dec 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/rahul1582/text-summarisation-using-spacy

A Text Summarizer deployed to Heroku

heroku nlp spacy text-summarisation

Last synced: 13 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/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/serenasensini/medspacy-tutorial

Use case to show medspaCy functionalities.

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

Last synced: 20 Nov 2024

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