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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/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/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 Jan 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: 18 Dec 2024

https://github.com/inshh04/codealpha_chatbotforfaqs_inshanadeem

The FAQ Chatbot is a Python-based conversational agent designed to interact with users and respond to frequently asked questions. It offers a simple and engaging way to provide automated responses, handle polite interactions like thanking the user, and end conversations gracefully. This project serves as a basic template for building more advanced.

chatbot faqbot faqchatbot faqs keyword-extraction nlp nlp-machine-learning progressive-web-app project python python3 pythonprojects spacy spacy-nlp

Last synced: 18 Dec 2024

https://github.com/omar7tech/text-summarization

This repository explores the process of automatic text summarization using traditional methods and modern NLP models. It includes steps for text cleaning, word frequency analysis, and summarization, along with a comparison of summaries generated by different transformer models.

natural-language-processing python spacy text-summarization tokenization

Last synced: 18 Dec 2024

https://github.com/miteshgupta07/ats-scoring-system

An ATS (Applicant Tracking System) scoring system that evaluates and ranks resumes based on keyword matching and relevance.

ats ats-system nlp python resume-parser spacy

Last synced: 18 Dec 2024

https://github.com/kailejie/ner

This repository implements Named Entity Recognition (NER) using spaCy, NLTK, and BERT (from the Hugging Face Transformers library). The project runs on a Streamlit web application, allowing users to upload a CSV file containing subject lines to perform NER and visualize the results. It can be run locally or on Google Colab.

bert ner nltk spacy

Last synced: 18 Dec 2024

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: 19 Dec 2024

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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/sasank-sasi/subtheme-sentiment-analysis-for-review

"Comprehensive Subtheme Sentiment Analysis of Customer Reviews Using Advanced NLP Techniques"

matplotlib natural-language-processing nltk plotly python scikit-learn spacy vader-sentiment-analysis

Last synced: 02 Feb 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: 19 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/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: 30 Jan 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/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/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/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/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/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/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/lfoppiano/docker-image-spacy

Docker image for shipping spacy

docker image spacy

Last synced: 18 Dec 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/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/xettrisomeman/speechandtext

Practicing NLP using spacy and Sklearn

nlp sklearn spacy

Last synced: 02 Jan 2025

https://github.com/huspacy/demo

HuSpaCy Streamlit Demo

demo huspacy nlp spacy

Last synced: 26 Jan 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/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/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/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/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/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/thjbdvlt/quelquhui

tokenizer for french

french french-nlp nlp spacy tokenizer-nlp

Last synced: 09 Oct 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/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/francislauriano/chatsoftex

Plataforma desenvolvida em Python que visa automatizar e agilizar o processo de avaliação de projetos de inovação tecnológica, 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: 03 Feb 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: 09 Oct 2024

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/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/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: 18 Dec 2024

https://github.com/rafelafrance/angiospermtraiter

Using rule-based parsers to extract information from plant treatments

botany python spacy

Last synced: 09 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/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/crodriguez1a/kaggle-la-jobs

Helping the City of Los Angeles to structure and analyze its job descriptions

kaggle linguistic-analysis ml nlu python spacy

Last synced: 16 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/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/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

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

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