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: 2025-02-12 00:28:10 UTC
- JSON Representation
https://github.com/bees4ever/seaqube
Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.
augmentation benchmark fasttext gensim nlp spacy spacy-nlp wordembeddings
Last synced: 18 Oct 2024
https://github.com/herambvd/spoken2written
A source of python package which converts language styles in speech to its equivalent written form.
artificial-intelligence entity machine-learning named-entity-recognition natural-language-processing spacy speech-recognition token-matcher
Last synced: 14 Oct 2024
https://github.com/anushadatta/natural-language-processing
📑 NLP applications with NLTK, spaCy and PyTorch.
natural-language-processing nltk pytorch spacy
Last synced: 05 Feb 2025
https://github.com/andrehaguiar/jones_granatyr
Cursos IA Expert Academy - Udemy
nlp nlp-machine-learning nltk nltk-python opencv python spacy tensorflow udemy
Last synced: 28 Dec 2024
https://github.com/neurotech-hq/swahili-ner-spacy
Swahili NER model trained using spacy
Last synced: 31 Dec 2024
https://github.com/gaving/zorya
:grapes: Build NER graphs from YouTube transcripts
neo4j ner spacy youtube-transcripts
Last synced: 13 Feb 2025
https://github.com/nluninja/text-mining-dataviz
Data Visualization and Text Mining course - UNICATT
embeddings lstm nlp spacy text-mining transformers
Last synced: 09 Nov 2024
https://github.com/gtoffoli/spacy-ar_core_news_md
Unofficial Arabic language model for spaCy
arabic-language camel nlp python spacy spacy-pipeline tokenizer
Last synced: 14 Oct 2024
https://github.com/bemxio/julia-robotczyk
A Facebook Messenger chatbot based on my classmate's messages
facebook markov-chain markovify messenger nlp python spacy
Last synced: 16 Jan 2025
https://github.com/diyclassics/la_senter
Repository for training spaCy-compatible sentence segmenter for Latin
Last synced: 03 Feb 2025
https://github.com/weihanchen/google-colab-python-learn
📚 Learn Google Colab、Python、ML、OpenAI、Whisper、spaCy、NLP、HuggingFace
colab-notebook huggingface matplotlib natural-language-processing nlp openai pandas python spacy whisper
Last synced: 11 Nov 2024
https://github.com/metalcorebear/spacy-affect-model
A Spacy model for measuring emotional affect.
affect affect-analysis model nltk-python nrclex sentiment-analysis sentiment-classification spacy spacy-nlp vader-sentiment-analysis
Last synced: 26 Dec 2024
https://github.com/cloudera/cml_amp_spacy_entity_extraction
A Jupyter notebook demonstrating entity extraction on headlines with SpaCy.
entity-extraction named-entity-recognition nlp spacy
Last synced: 07 Nov 2024
https://github.com/louisguitton/spacy-lancedb-linker
spaCy pipeline component for ANN Entity Linking using LanceDB
ann entity-linking lancedb spacy spacy-pipeline
Last synced: 12 Oct 2024
https://github.com/amrrs/intro_to_nlp_with_spacy
Introduction to NLP with Spacy - Bangpypers October Talk
Last synced: 15 Nov 2024
https://github.com/jbahire/semantic-similarity
This project gives implemetations of semantic similarity using various text embeddings and you can easily compare results using API provided. Go ahead and build your own API for integration in your use case.
bert elmo machine-learning natural-language-processing semantic-similarity spacy word2vec
Last synced: 12 Feb 2025
https://github.com/chanind/reddit-words
What have Spacy's sense2vec 2019 word vectors learned from Reddit?
sense2vec spacy spacy-nlp word2vec
Last synced: 01 Feb 2025
https://github.com/mfkimbell/reviews-nlp-sentiment-analysis
This project investigates various NLP tools, compares them, and then uses the NLP tool to add a sentiment field to a PostgreSQL database in an efficient batch format.
asyncio asyncpg docker nltk pdm postgresql spacy tensorflow toml transformers yml
Last synced: 22 Jan 2025
https://github.com/yarosj/prestige-of-districts
:mag_right: This application parses sites and retrieves data associated with failures of public services to display districts' prestige
amqp apollo-client apollo-server docker-compose graphql mapbox-gl ner neural-network nlp nodejs parsing pika python3 rabbitmq react scraping semantic-ui-react spacy taskscheduler webpack
Last synced: 18 Jan 2025
https://github.com/teakulo/eventime-app
Eventime App is an event management platform using Angular, Spring Boot, Flask, and PostgreSQL. It offers AI-powered event recommendations, social features, and secure authentication. Users can manage events, chat with a chatbot, and view their calendar.
ai angular authentication calendar chatbot event flask lemmatization nlp nltk postgresql spacy springboot
Last synced: 14 Oct 2024
https://github.com/shubhamjai9/emotion-based-counsellor-bot
An Artificial Intelligence based Chat Bot using python tools like Numpy, Pandas, Spacy etc. Counsellor Bot will mimic the characteristics and emotion interpretation skills of human and generate response on basis of emotion of engager.
chatbot gradient-boosting-classifier machine-learning naive-bayes-classifier nlp numpy pandas python-2 spacy
Last synced: 21 Jan 2025
https://github.com/direct-phonology/spacy-och
the old chinese language for spaCy
Last synced: 10 Feb 2025
https://github.com/tritonix711/ai-content-verifier
AI Content Verifier is a tool that finds out if text is written by AI or humans. It uses machine learning and natural language processing to give clear results and confidence scores. With an easy-to-use interface, it helps everyone from researchers to content creators check if the content is real or not.
git machine-learning nlp nltk numpy pandas python scikit-learn spacy tkinter
Last synced: 09 Jan 2025
https://github.com/jparedesds/tensorflow-twitter-sentiment-analysis
Sentiment analysis study through tweets with TensorFlow
matplotlib nltk pandas regex seaborn sklearn spacy tensorflow workcloud
Last synced: 22 Jan 2025
https://github.com/jamnicki/metin2_vision_bot
Automatic MMORPG Bot for Dungeons Massive Passing based on Windows API, YoloV8 object detection, statistical methods from OpenCV, Tesseract-OCR and spaCy virtualised on Hyper-V, Win11+CUDA
computer-vision object-detection opencv spacy tesseract-ocr torchvision ultralytics win32
Last synced: 03 Nov 2024
https://github.com/woctezuma/steam-descriptions
Retrieve semantically similar Steam games.
discovery game games gensim glove glove-embeddings glove-vectors spacy steam steam-api steam-descriptions steam-game steam-games steam-store-descriptions word2vec
Last synced: 06 Dec 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: 02 Jan 2025
https://github.com/ljvmiranda921/ud-tagalog-spacy
Training a POS Tagger and Dependency Parser for a Low-Resource Language (Tagalog)
low-resource-languages machine-learning nlp spacy tagalog
Last synced: 02 Feb 2025
https://github.com/timuroeztuerk/data-science-lecture-s24
This is the webpage of the Data Science course offered by VWL 7 for the summer semester 2024.
economics natural-language-processing nltk spacy text-classification
Last synced: 14 Oct 2024
https://github.com/inanyan/spacy_pat_match_dsl
A simple DSL for creating spaCy pattern matchers
Last synced: 27 Jan 2025
https://github.com/surajiyer/spacybert
BERT inference (with similar function to hanxiao/bert-as-service) for spaCy with custom extension attributes
bert huggingface huggingface-transformers language-model machine-learning natural-language-processing nlp pytorch pytorch-model spacy spacy-extension spacy-pipeline
Last synced: 27 Jan 2025
https://github.com/5hirish/django_adam_qas
ADAM - QA -- Front-end using Django and Material Design.
django natural-language-processing python3 question-answering spacy
Last synced: 08 Jan 2025
https://github.com/nanxstats/pdf-word-extraction
Extract meaningful words from a collection of PDF documents and count their frequencies
ftfy natural-language-processing pypdf research-paper spacy wordcloud
Last synced: 16 Nov 2024
https://github.com/gtoffoli/commons-textanalysis
Text-analysis support for Django clients, talking through HTTP API to an extended spaCy deployment.
django nlp python spacy text-analysis
Last synced: 30 Nov 2024
https://github.com/izuna385/scispacy-candidate-generator
Generating Candidate Entities with ScispaCy
allennlp entity-linking natural-language-processing scispacy spacy
Last synced: 02 Feb 2025
https://github.com/bram-code/llm-anonymization
This repository provides utilities for anonymizing, pseudonymizing, and simplifying Dutch text using various NLP techniques.
anonymization dutch large-language-models llm named-entity-recognition ner pseudonymisation simplification spacy
Last synced: 01 Feb 2025
https://github.com/ucrel/pymusas-models
PyMUSAS Models
models natural-language-processing nlp spacy spacy-models
Last synced: 22 Nov 2024
https://github.com/marmg/moviener
Code for the NER demo. Prepare data, train and extract entities from movie reviews.
extract-entities movie-reviews ner spacy
Last synced: 20 Jan 2025
https://github.com/acdh-oeaw/acdh-prodigy-utils
custom loaders for spaCy's prodigy
Last synced: 22 Jan 2025
https://github.com/umactually/papanatas
Papanatas Autómata Multiparadigma IV. El bot oficial de mi server de discord, Sociedad de Patanes.
discord discord-bot discord-py ffmpeg pillow pycord python spacy
Last synced: 29 Jan 2025
https://github.com/pyladiesams/nlp-beginner-nov2020
Intro to NLP with NLTK, spaCy, and gensim
gensim nlp nlp-machine-learning nltk python spacy
Last synced: 03 Jan 2025
https://github.com/populated/compare
A simple Python-based code to compare texts for similarities.
comparsion nlp numpy spacy text
Last synced: 14 Oct 2024
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/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: 12 Feb 2025
https://github.com/turbolent/telescope
Go explore
compiler nlp parser question-answering scala spacy sparql
Last synced: 03 Feb 2025
https://github.com/aiatyourservice/deeplearningforcoders
Hey, this repo contains code from deep learning specialization by Andrew NG
deep-learning nltk python pytorch spacy
Last synced: 14 Oct 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.
Last synced: 10 Feb 2025
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: 15 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/izuna385/pubtator-multiprocess-parser
Specifically for Entity Linking. Quick demo with MedMentions and NCBI datasets is also included.
allennlp bioinformatics entity-disambiguation entity-linking natural-language-processing pubtator spacy
Last synced: 02 Feb 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/zevio/pcu
Plateforme de Connaissances Unifiées (PCU) project (i.e Unified Knowledge Platform)
extraction json keyphrase-extraction kleis knowledge knowledge-extraction langdetect pcu pcu-io pcu-json pcu-keyphrase pcu-language pcu-nlp pcu-pdf pcu-relation pdf python spacy text workflow
Last synced: 07 Jan 2025
https://github.com/vidhi1290/chatbot-with-rasa-nlu-model-and-python
This project builds an intelligent chatbot using Rasa NLU for an E-Commerce business 🛍️. The chatbot can handle user queries like product information, pricing, and order management 💬. With spacy and TensorFlow pipelines 🧠 for training, and MongoDB for storing data 📦, it offers seamless, context-aware conversations
aichatbot artificial-intelligence chatbot jupyter-notebook matplotlib nlu nlu-chatbot pandas pymongo python rasa-chatbot rasa-nlu spacy spacy-nlp tensorflow
Last synced: 22 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/den1ksk/nlp-with-disastertweets
Kaggle competition
bert data-science deeplearning kaggle machine-learning nlp nltk pytorch spacy transformers xgboost
Last synced: 21 Jan 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/izuna385/arxiv-checker
Single Page Application and its deployment for GCE.
docker docker-compose fastapi nginx react react-bootstrap spacy tdd
Last synced: 02 Feb 2025
https://github.com/medspacy/nlp_preprocessor
SpaCy component for modifying the string of a doc before tokenizing.
clinical-nlp medspacy nlp nlp-library pipeline spacy
Last synced: 09 Jan 2025
https://github.com/isabelleysseric/sentiment-analysis
Sentiment analysis with dependency tree.
bag-of-words-model corpus dependency-analysis dependency-parsing dependency-tree dependency-trees displacy embedding multigram nlp nltk parsing pos-tagging scope-of-negation sentiment-analysis sentimental-analysis sentiwordnet spacy text-classification
Last synced: 30 Dec 2024
https://github.com/aadityasivas/spacy-text-summarization
A simple text summarizer built with spaCy
jupyter-notebook nlp python spacy
Last synced: 22 Dec 2024
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: 05 Feb 2025
https://github.com/ccoreilly/spacy-catala-generator
Training and dataset used for the catalan spacy model
catala catalan catalan-language spacy spacy-models
Last synced: 10 Feb 2025
https://github.com/fferegrino/zeldakg
A TLOZ inspired knowledge graph
infobox knowledge-graph nltk pandas python spacy wikidata
Last synced: 15 Dec 2024
https://github.com/jash271/youglance
Package for analyzing Youtube Videos from searching by relevant entities to analyzing sentiments and clustering different parts of the video according to your liking
cosine-similarity named-entity-recognition ner nlp nltk python sentiment-analysis spacy tfidf topic-modeling
Last synced: 27 Jan 2025
https://github.com/sloev/spacy_onnx_sentiment_english
english sentiment model for spacy
onnx-models sentiment-analysis spacy spacy-pipeline
Last synced: 03 Feb 2025
https://github.com/sudip-13/nlp
This repo for tutorial NLP dialog flow chat bot back end configured
dialogflow fastapi fasttext mogodb ner regex spacy tf-idf
Last synced: 03 Feb 2025
https://github.com/araobp/bach-network
J. S. Bach's network with spaCy(NLP)
Last synced: 17 Jan 2025
https://github.com/debugger404/multilanguage-pos
Named Entity Recognition with SpaCy - 🌐📝 Repository for NER using SpaCy's MultiLanguage module. Supports multiple languages.
multilanguage named-entity-recognition ner python3 spacy
Last synced: 22 Dec 2024
https://github.com/lilivalgo/analisis_reportes_onu_cambio_climatico
Web Scraping, manipulación de files.PDF, NPL con SpaCy
beautifulsoup4 pandas pypdf2 python requests spacy wordcloud
Last synced: 02 Feb 2025
https://github.com/serenasensini/medspacy-tutorial
Use case to show medspaCy functionalities.
medspacy nlp nlp-machine-learning spacy spacy-nlp spacy-pipeline
Last synced: 21 Jan 2025
https://github.com/5hraddha/sentiment-analysis
An innovative system for filtering and categorizing movie reviews
countvectorizer dummyclassifier lgbmclassifier logisticregression matplotlib minmaxscaler nltk nltk-stopwords nltk-tokenizer numpy pandas seaborn spacy tfidfvectorizer torch tqdm transformers
Last synced: 10 Feb 2025
https://github.com/innerdoc/spacy-for-datashare
Let spaCy do the parsing of Named Entities for documents in the Datashare platform
datashare elasticsearch named-entity-recognition natural-language-processing spacy
Last synced: 21 Jan 2025
https://github.com/turbolent/spacy-thrift-docker
spacy-thrift as a Docker container
docker named-entity-recognition ner nlp part-of-speech part-of-speech-tagger pos python service spacy thrift
Last synced: 03 Feb 2025
https://github.com/codebasics/ner-resume-parser
A tutorial for NER Resume Parser to get the keywords out of a resume.
mlflow mlflow-tracking nlp python spacy spacy-models spacy-nlp
Last synced: 16 Jan 2025
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: 10 Feb 2025
https://github.com/pabvald/chatbot
**RelintBot1** - Prototype of a QnA chatbot for the service of International Relations of the University of Valladolid (UVa)
bachelor-thesis chatbot prototype question-answering spacy
Last synced: 29 Jan 2025
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: 10 Feb 2025
https://github.com/srstevenson/keyword-extractor
Extract keywords from plain text documents
Last synced: 20 Nov 2024
https://github.com/randika00/ism-web-automation-y23cp-web
Web scraping refers to the extraction of data from a website. Be it a spreadsheet or an API.
2captcha-api beautifulsoup regex scrapy selenium spacy webdriver
Last synced: 03 Feb 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/lykmapipo/us-inaugural-addresses
Python scripts to download, process, and analyze US Inaugural Addresses
beautifulsoup4 gensim joblib lykmapipo natural-language-processing nlp nltk python python-scripts requests spacy text-analysis text-analytics text-extraction text-processing web-scraping
Last synced: 14 Feb 2025
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/jonathanfox5/lemon_tizer
LemonTizer is a class that wraps the spacy library to build a lemmatizer for language learning applications.
lemmatization lemmatizer spacy wrapper
Last synced: 14 Nov 2024
https://github.com/lucasspinola/monitorbot-api
API feita com FastApi e Spacy para auxiliar Bot Educacional em suas atividades durante a aula.
Last synced: 13 Feb 2025
https://github.com/aitechhero/nonullsense-nlp
Natural Language Processing (NLP) with libraries like spaCy, Transformers, and NLTK.
ai artificial-intelligence huggingface natural-language-processing nlp nltk python spacy text-analysis transformers
Last synced: 09 Jan 2025
https://github.com/kr1shnasomani/webscrub
Python code which extracts the html content, converts it to clean text and pre-processes the text
beautifulsoup html2text natural-language-processing pypi scikit-learn selenium spacy
Last synced: 13 Feb 2025
https://github.com/navaneethelite/ner_streamlit
A genreal purpose Named Entity Recognition model using Spacy v3. This web app was built using streamlit and deployed to Heroku.
Last synced: 28 Jan 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: 10 Feb 2025
https://github.com/devbm7/qgen
Question Generator System
json ml nlp nltk pandas pymupdf-fitz python3 pytorch regular-expressions smtp spacy streamlit t5-large transformers wikipedia-api
Last synced: 10 Dec 2024
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/bjam24/agh-natural-language-processing
This respository contains projects made for the NLP course at the AGH UST in 2024.
agh agh-wi elasticsearch language-modeling language-modelling levenshtein llm ner nlp prompt-engineering regex spacy text-classificaiton text-classification
Last synced: 23 Jan 2025
https://github.com/oroszgy/spacy-tokenizer-benchmark
Quick and dirty scripts to measure the performance of spaCy
benchmark natural-language-processing nlp python spacy tokenizer
Last synced: 03 Feb 2025