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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/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/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/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 Jan 2025

https://github.com/dagmawi-22/hotel-ai

Hotel Customer Support Chatbot Rest API

django nltk pyspellchecker python spacy

Last synced: 17 Dec 2024

https://github.com/manik2000/radiohead-lyrics

NLP analysis of Radiohead's songs lyrics.

embeddings huggingface-transformers nlp spacy

Last synced: 17 Dec 2024

https://github.com/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 06 Feb 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/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/wanjage/charles-burney-digital

Digitale Aufbereitung, Anreicherung und Geovisualisierung eines Reiseberichts des Musikhistorikers Charles Burney, mithilfe von Transkribus, Spacy-NER und Nodegoat

geovisualisierung ner nlp nodegoat reisebericht spacy

Last synced: 18 Dec 2024

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: 18 Dec 2024

https://github.com/atharvapathak/customer_service_chatbot

Customer Service Chatbot Repository includes a range of features for building custom chatbots that can handle customer service queries and support requests. These features include NLP capabilities and pre-built dialog flows that can help chatbots understand and respond to customer.

chatbot database dialogflow nlp nltk reinforcement-learning restful-api spacy tensorflow

Last synced: 18 Dec 2024

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/jonas-jonas/text_mining

Sentiment Analysis using spaCy

jupyter-notebook nlp sentiment-analysis spacy

Last synced: 20 Dec 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/veldhub/veld_chain__train_spacy_apis_ner

Chain velds encapsulating a spacy NER training setup on APIS data.

named-entity-recognition nlp spacy spacy-nlp spacy-nlp-ner

Last synced: 21 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/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/veldhub/veld_chain__apis_ner_evaluate_old_models

Chain velds encapsulating evalution of old spacy models.

named-entity-recognition nlp spacy spacy-nlp spacy-nlp-ner

Last synced: 21 Jan 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: 18 Dec 2024

https://github.com/veldhub/veld_chain__mara_load_and_publish_models

Chain velds for publishing self-trained MARA models to huggingface.

nlp spacy spacy-nlp

Last synced: 21 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/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/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: 02 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: 18 Dec 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/xettrisomeman/speechandtext

Practicing NLP using spacy and Sklearn

nlp sklearn spacy

Last synced: 02 Jan 2025

https://github.com/rggh/api-4

Using FastAPI with spaCy to identify entities

docker fastapi python spacy

Last synced: 02 Feb 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/lfoppiano/docker-image-spacy

Docker image for shipping spacy

docker image spacy

Last synced: 18 Dec 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/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/mugambi645/spacy-text-classification

Text classification with spacy

machine-learning nlp spacy

Last synced: 11 Nov 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: 04 Feb 2025

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/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/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/imvladikon/quora-question-pair

duplicates detection experiments on Quora Question Pairs (QQP)

fasttext nlp paraphrase spacy

Last synced: 02 Jan 2025

https://github.com/direct-phonology/phony

phonology in spaCy!

linguistics nlp phonology python spacy

Last synced: 20 Jan 2025

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/salma-4/nlp-task

Preprocessing using NLTK ,SPACY

nltk-library python spacy svm-model

Last synced: 22 Jan 2025

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/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/etienne-bobo/information-retreival_project

In this project, it was a question of designing a model capable of recognizing terms related to our field which is: INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES.

information-retrieval nlp prodigy spacy

Last synced: 10 Jan 2025

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: 25 Jan 2025

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/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/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/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/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/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/pythonicforge/e.c.h.o-mini

A miniature model of ECHO intended for my portfolio

ai express javascript nltk python spacy

Last synced: 22 Jan 2025

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/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/imvladikon/spacy-trankit

💥 Trankit models directly in spaCy💥

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

Last synced: 28 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/sukanyadutta52/topic_modeling

What are the most pressing concerns regarding ‘Climate Change’ among tweeters according to Topic Modeling?

climate-change gensim matplotlib nltk numpy pandas pyldavis regular-expression spacy

Last synced: 26 Dec 2024

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/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

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