Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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.
- GitHub: https://github.com/topics/spacy
- Wikipedia: https://en.wikipedia.org/wiki/SpaCy
- Repo: https://github.com/explosion/spaCy
- Created by: Explosion
- Related Topics: machine-learning, natural-language-processing, text-classification, named-entity-recognition, tokenization, entity-linking, dependency-parsing, relation-extraction, part-of-speech-tagging, lemmatization,
- Last updated: 2024-12-28 00:22:50 UTC
- JSON Representation
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/gtoffoli/spacy-cameltokenizer
Tokenizer extension for the Arabic language (MSA), integrating the Morphological Tokenizer of the camel_tools project (CAMeL Lab).
arabic nlp spacy spacy-pipeline tokenizer tools
Last synced: 30 Nov 2024
https://github.com/whatevery1says/preprocessing
WE1S Preprocessing -- workflow preparing documents for import as WE1S data
digital-humanities humanities news nltk preprocessing spacy topic-modeling
Last synced: 14 Nov 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/etdds/redditquotebot
A Reddit comment bot for detecting and replying to famous quotes.
bot chatbot natural-language-processing nlp praw python reddit spacy
Last synced: 23 Nov 2024
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/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 Nov 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/rahul1582/text-summarisation-using-spacy
A Text Summarizer deployed to Heroku
heroku nlp spacy text-summarisation
Last synced: 13 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: 07 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: 10 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/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/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/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/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/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/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/amishra15/text-summarizer-using-nlp-and-tf-idf-methods
Text-Summarizer-Using-NLP-and-TF-IDF-Methods
Last synced: 09 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/benevanio/nasa-api-astro
Projeto utilizando a API da nasa.
apdo api api-client api-rest api-server astronomy css frond-end-development html5 javascipt javascipt-ai javascript nasa-api nasa-data react-router reactjs space spaceship spacy
Last synced: 29 Nov 2024
https://github.com/direct-phonology/phony
phonology in spaCy!
linguistics nlp phonology python spacy
Last synced: 19 Nov 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/yashaswini-lankalapalli/text-summarization
Here are the two NLP models for text summarization: Abstractive NLP and Extractive NLP.
Last synced: 12 Oct 2024
https://github.com/woranov/spacy-lazy-docbin
Lazy-loadable and indexable spaCy DocBins
Last synced: 17 Nov 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/lfoppiano/docker-image-spacy
Docker image for shipping spacy
Last synced: 18 Dec 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/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/philippeitis/nlp_specifier
Formal verification for natural language software documentation
natural-language-processing nlp spacy
Last synced: 12 Oct 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/darkrockmountain/spacy-ewc
A spaCy library for Named Entity Recognition with Elastic Weight Consolidation.
catastrophic-forgetting clasificacion entity-recognition ewc labeling machine-learning machine-learning-algorithms model ner nlp spacy spacy-nlp thinc
Last synced: 08 Nov 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: 10 Nov 2024
https://github.com/imvladikon/quora-question-pair
duplicates detection experiments on Quora Question Pairs (QQP)
Last synced: 09 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: 08 Nov 2024
https://github.com/xettrisomeman/speechandtext
Practicing NLP using spacy and Sklearn
Last synced: 09 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/d5555/textcat_dataset_imdb
Movie Review Dataset for binary sentiment classification
categories dataset spacy textcat textcategorizer
Last synced: 09 Nov 2024
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/victowang/wikigame
A python script to play the Wikipedia game
nlp python spacy wikigame wikipedia-game
Last synced: 09 Nov 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: 14 Nov 2024
https://github.com/sadegh15khedry/comments-sentiment-analysis
text classification on comments using an ANN model.
collections deep-learning keras nlp numpy pandas python sentiment-analysis sklearn spacy unicodedata
Last synced: 11 Nov 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: 11 Nov 2024
https://github.com/mugambi645/spacy-text-classification
Text classification with spacy
Last synced: 11 Nov 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: 11 Nov 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: 12 Nov 2024
https://github.com/maxzirps/lyrics-sentiment-analysis
Analyse lyrics for their sentiment score
nlp pandas sentiment-analysis spacy spacy-nlp
Last synced: 13 Nov 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)
Last synced: 13 Nov 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/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/salma-4/nlp-task
Preprocessing using NLTK ,SPACY
nltk-library python spacy svm-model
Last synced: 09 Oct 2024
https://github.com/rggh/api-4
Using FastAPI with spaCy to identify entities
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/araobp/bach-network
J. S. Bach's network with spaCy(NLP)
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/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/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/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/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.
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/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/sydney-informatics-hub/clause-segmenter
A clause segmenting tool utilising Python's SpaCy
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/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/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/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/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/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/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/adishtienmetz/context-game
A context word guessing game. Try to guess the word in minimum tries!
Last synced: 09 Oct 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/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/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/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: 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/thjbdvlt/spacy-turlututu
french morphological analysis model for spacy
french french-nlp morphological-analysis nlp part-of-speech-tagging pos-tagging spacy
Last synced: 18 Dec 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
