https://github.com/galal-pic/gd-project

annotations data fine-tuning ner nlp python spacy

Last synced: 23 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: 08 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/michabirklbauer/hgb_dse_text_mining_solutions

Solutions for the practical part of the lecture Text Mining

deep-learning educational how-to keras machine-learning nlp python spacy tensorflow text-classification text-clustering text-mining

Last synced: 04 Jan 2025

https://github.com/rohetoric/text-vector-visualisation

Website: https://rohetoric.github.io/text-vector-visualisation/

data-science data-visualization fasttext fasttext-embeddings machine-learning python3 spacy spacy-nlp tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials tensorflow1 tensorflow2

Last synced: 21 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 Nov 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/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: 06 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: 12 Oct 2024

https://github.com/philippeitis/nlp_specifier

Formal verification for natural language software documentation

natural-language-processing nlp spacy

Last synced: 12 Oct 2024

https://github.com/dragonscypher/sustaining-balance

geopandas huggingface-transformers jupyter-notebook matplotlib nlp nltk-python numpy pandas python pytorch scikit-learn seaborn spacy tableau tensorflow

Last synced: 07 Jan 2025

https://github.com/michabirklbauer/hgb_dse_text_mining

Contents for the practical part of the lecture Text Mining

deep-learning educational how-to keras machine-learning nlp python spacy tensorflow text-classification text-clustering text-mining

Last synced: 09 Nov 2024

https://github.com/raul23/nlp

Performing various NLP tasks with different Python libraries

cld2 compact-language-detector langdetect langid language-classification nameparser natural-language-processing nlp nltk python spacy textcat

Last synced: 14 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/free-analytics/nlp

自然言語処理

ai chatbot jupyter-notebook llm machine-learning nlp python spacy transformers

Last synced: 09 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/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: 14 Nov 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/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/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/lexxai/goit_python_ds_hw_12

Модуль 12. Основи NLP.

nlp nlp-machine-learning nlp-spacy nltk nltk-tokenizer spacy spacy-nlp

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/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/woranov/spacy-lazy-docbin

Lazy-loadable and indexable spaCy DocBins

spacy spacy-extension

Last synced: 17 Nov 2024

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/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/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/hariprasath-v/machinehack_intel_oneapi_hackathon_the_llm_challenge

Generate a response for the question from pre-defined text using LLM(Extracted Question-Answering(QA) Model).

accuracy exploratory-data-analysis extractive-question-answering huggingface machine-learning matplotlib nlp nltk numpy pandas python seaborn sklearn spacy spellchecker wordcloud

Last synced: 13 Nov 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 Nov 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/d5555/textcat_dataset_imdb

Movie Review Dataset for binary sentiment classification

categories dataset spacy textcat textcategorizer

Last synced: 02 Jan 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/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/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/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/legendarym4x/data_science

Data Science Course

jupyter-notebook keras matplotlib nltk numpy pandas scikit-learn spacy tensorflow

Last synced: 17 Nov 2024

https://github.com/xettrisomeman/speechandtext

Practicing NLP using spacy and Sklearn

nlp sklearn spacy

Last synced: 02 Jan 2025

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

phonology in spaCy!

linguistics nlp phonology python spacy

Last synced: 19 Nov 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/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/jonas-jonas/text_mining

Sentiment Analysis using spaCy

jupyter-notebook nlp sentiment-analysis spacy

Last synced: 20 Dec 2024

https://github.com/ssciwr/argumentation-management

Annotator combining different NLP pipelines.

corpus-linguistics cwb hacktoberfest natural-language-processing nlp part-of-speech python sentencizer spacy tokenization

Last synced: 17 Nov 2024

https://github.com/shiv010hbtu/sentiment-analysis

Sentiment Analysis

django pandas python spacy tensorflow

Last synced: 17 Nov 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/adesoji1/visis_backend_assessment_submission-adesoji

Create a backend API to handle book information requests, and summary generation.

bart cache cuda data-extraction fastapi flask hugging-face hugging-face-hub llama postman-api python3 pytorch spacy sqlite3-database swagger-api tensorboard-visualizations transformer ubuntu2304

Last synced: 22 Dec 2024

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/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/fyt3rp4til/lexicon-nlp-lab

bag-of-words bag-of-words-model gensim gensim-word2vec lemmatization n-grams named-entity-recognition nltk parts-of-speech regex spacy spacy-word-embeddings stemming stop-words tf-idf word-embeddings

Last synced: 09 Oct 2024

https://github.com/salma-4/nlp-task

Preprocessing using NLTK ,SPACY

nltk-library python spacy svm-model

Last synced: 09 Oct 2024

https://github.com/christram/tln-miage-ia2-2

NLP Project #2

deep-learning nlp python spacy

Last synced: 18 Nov 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/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/serenasensini/medspacy-tutorial

Use case to show medspaCy functionalities.

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

Last synced: 20 Nov 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: 20 Nov 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/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: 20 Nov 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: 20 Nov 2024

https://github.com/oroszgy/hunlp-resources

Scripts and resources for making spaCy understand Hungarian.

corpus-linguistics data hungarian hungarian-language hunlp magyarlanc model natural-language-processing nlp resources script spacy wikipedia

Last synced: 08 Dec 2024

https://github.com/elbersb/depdistance

Calculation of dependency distance

conll conll-u spacy udpipe

Last synced: 07 Dec 2024

https://github.com/zevio/pcu_nlp

NLP pipeline (spacy.io) for PCU project

component natural-language-processing nlp nlp-pipeline pcu pcu-nlp pipeline python spacy

Last synced: 07 Dec 2024

https://github.com/miweru/vrt_spacy

corpora linguistic-corpora linguistics nlp spacy vrt wrapper

Last synced: 07 Dec 2024

https://github.com/xwiz/spacy_symspell

Spacy symspell extension

spacy spelling-correction spelling-suggestions symspell

Last synced: 07 Dec 2024

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/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/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/cur10usitydrives/named-entity-recognition

named-entity-recognition natural-language-processing python regex-pattern spacy

Last synced: 31 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/pythonicforge/e.c.h.o-mini

A miniature model of ECHO intended for my portfolio

ai express javascript nltk python spacy

Last synced: 22 Nov 2024

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/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: 07 Dec 2024

https://github.com/nxgeo/id-svo-extractor

id-svo-extractor: Extract SVO triples from Indonesian text.

artificial-intelligence indonesian-language indonesian-linguistics indonesian-nlp information-extraction knowledge-extraction knowledge-representation natural-language-processing nlp python rdf-triples spacy spacy-stanza stanza text-analysis triple-extraction

Last synced: 07 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: 07 Dec 2024

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/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/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/tony-stone-code/codealpha_simple_chatbot

This is a simple chatbot, built with python.

ai bot-development chatbot css flask flask-application flask-web htlm5 javascript python python3 spacy spacy-nlp web-development

Last synced: 23 Nov 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: 01 Dec 2024

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: 26 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/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/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: 08 Dec 2024

https://github.com/satoru-shibata-jpn/nlp

自然言語処理

ai chatbot jupyter-notebook llm machine-learning nlp python spacy transformers

Last synced: 02 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: 02 Dec 2024

https://github.com/maxzirps/lyrics-sentiment-analysis

Analyse lyrics for their sentiment score

nlp pandas sentiment-analysis spacy spacy-nlp

Last synced: 12 Jan 2025