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: 2025-02-01 00:28:21 UTC
- JSON Representation
https://github.com/turbolent/spacy-http
spaCy as a HTTP service
api named-entity-recognition ner nlp part-of-speech part-of-speech-tagger pos python service spacy
Last synced: 27 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/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/imvladikon/quora-question-pair
duplicates detection experiments on Quora Question Pairs (QQP)
Last synced: 02 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/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/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/victowang/wikigame
A python script to play the Wikipedia game
nlp python spacy wikigame wikipedia-game
Last synced: 05 Jan 2025
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/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: 13 Jan 2025
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/philippeitis/nlp_specifier
Formal verification for natural language software documentation
natural-language-processing nlp spacy
Last synced: 21 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/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/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 Jan 2025
https://github.com/ntinouldinho/machine-learning-classification-and-speech-generation
Explored Greek Parliament Proceedings and tried to classify each speech to a corresponding parliamentary political party.
artificial-intelligence classification-machine-learning machine-learning neural-networks pandas python sklearn spacy
Last synced: 03 Feb 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: 13 Jan 2025
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/legendarym4x/data_science
Data Science Course
jupyter-notebook keras matplotlib nltk numpy pandas scikit-learn spacy tensorflow
Last synced: 18 Jan 2025
https://github.com/woranov/spacy-lazy-docbin
Lazy-loadable and indexable spaCy DocBins
Last synced: 18 Jan 2025
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 Jan 2025
https://github.com/mugambi645/spacy-text-classification
Text classification with spacy
Last synced: 11 Nov 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/salma-4/nlp-task
Preprocessing using NLTK ,SPACY
nltk-library python spacy svm-model
Last synced: 22 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/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/viniciusds2020/nlp_classificacao_texto_spacy
Projeto de Machine learning - Classificação de texto NLTK, SpaCy e Sklearn
logistic-regression machine-learning nlp nlp-machine-learning nltk-python pt-br random-forest-classifier spacy
Last synced: 05 Feb 2025
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: 03 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/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/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/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/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/veldhub/veld_code__spacy
Code velds encapsulating usage of spaCy.
Last synced: 21 Jan 2025
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/ivangael/nlp-chatbot-api
A NLP project leveraging NLTK for extracting weather data.
flask nlp-api nlp-chatbot nltk python spacy transformers
Last synced: 31 Oct 2024
https://github.com/veldhub/veld_data__apis_spacy_ner_models
spacy NER models, trained on APIS ÖBL data.
named-entity-recognition ner nlp spacy spacy-nlp spacy-nlp-ner
Last synced: 21 Jan 2025
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/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/veldhub/veld_chain__akp_ner_inference
A chain veld encapsulating NER inference.
named-entity-recognition ner nlp spacy spacy-nlp spacy-nlp-ner
Last synced: 21 Jan 2025
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/veldhub/veld_chain__mara_load_and_publish_models
Chain velds for publishing self-trained MARA models to huggingface.
Last synced: 21 Jan 2025
https://github.com/e3oroush/music_sorting
A simple project for categorizing your local musics. Find and delete the duplicate music files in your local machine
duplication-detection mediainfo music-duplication-detection music-information-retrieval python spacy
Last synced: 29 Jan 2025
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/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: 18 Jan 2025
https://github.com/shiv010hbtu/sentiment-analysis
Sentiment Analysis
django pandas python spacy tensorflow
Last synced: 18 Jan 2025
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/pabvald/bachelor-thesis
Bachelor's thesis overview
chatbots dialogflow fasttext glove nlp spacy university-of-valladolid user-evaluation virtual-assistants word-embeddings word2vec
Last synced: 29 Jan 2025
https://github.com/xettrisomeman/speechandtext
Practicing NLP using spacy and Sklearn
Last synced: 02 Jan 2025
https://github.com/chewzzz1014/fyp
backend fastapi final-year-project flair fyp machine-learning ner project spacy transformer
Last synced: 26 Jan 2025
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/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/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/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/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/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/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/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/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/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/xwiz/spacy_symspell
Spacy symspell extension
spacy spelling-correction spelling-suggestions symspell
Last synced: 02 Feb 2025
https://github.com/miweru/vrt_spacy
corpora linguistic-corpora linguistics nlp spacy vrt wrapper
Last synced: 02 Feb 2025
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: 02 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/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/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/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/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/chewzzz1014/fyp-ner-archive
final-year-project flair fyp machine-learning ner nlp project spacy transformer
Last synced: 18 Jan 2025
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.
Last synced: 30 Jan 2025
https://github.com/thjbdvlt/solipcysme
spaCy pipeline for french focused on personal pronouns, fictions and first person point of view texts.
french french-nlp lemmatization morphological-analysis natural-language-processing nlp nlp-french normalization part-of-speech-tagging pos-tagging spacy spacy-extensions tokenization word-embeddings
Last synced: 17 Jan 2025
https://github.com/cmucheru/chatbot
A conversational chatbot for embedding in a site.
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/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/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/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/rafelafrance/angiospermtraiter
Using rule-based parsers to extract information from plant treatments
Last synced: 09 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/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/camara94/spacy
nlp nlp-machine-learning space-invaders spacy
Last synced: 23 Dec 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/jpedrou/spotify-nlp-analysis
Repository created with the aim of analyzing song lyrics with the help of Spotify API and Natural Language Processing algorithms.
genius-api matplotlib natural-language-processing nltk python3 spacy spotify-api
Last synced: 01 Feb 2025
https://github.com/giuliosmall/twitter-trending-topics-pipeline
This project demonstrates trending topic detection using Apache Spark and MinIO. It processes Twitter JSON data with PySpark, leveraging distributed data processing and cloud storage. The entire project is containerized with Docker for easy deployment across architectures.
docker minio nlp pyspark pytest spacy spark streamlit
Last synced: 11 Dec 2024
https://github.com/dagmawi-22/hotel-ai
Hotel Customer Support Chatbot Rest API
django nltk pyspellchecker python spacy
Last synced: 17 Dec 2024
