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spaCy

spaCy is a free library for advanced Natural Language Processing (NLP) in Python. It’s designed specifically for production use and helps you build applications that process and “understand” large volumes of text. It can be used to build information extraction or natural language understanding systems.

https://github.com/inshh04/codealpha_chatbotforfaqs_inshanadeem

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

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

Last synced: 18 Dec 2024

https://github.com/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/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/parthapray/nlp_pipeline_openai

This repo contains nlp pipeline and openai API integration

gradio matplotlib networkx nltk openai rake-nltk scikit-learn seaborn spacy textblob textstat wordcloud

Last synced: 26 Dec 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/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/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/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/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/adishtienmetz/context-game

A context word guessing game. Try to guess the word in minimum tries!

python3 spacy sqlite3

Last synced: 09 Oct 2024

https://github.com/dagmawi-22/hotel-ai

Hotel Customer Support Chatbot Rest API

django nltk pyspellchecker python spacy

Last synced: 17 Dec 2024

https://github.com/manik2000/radiohead-lyrics

NLP analysis of Radiohead's songs lyrics.

embeddings huggingface-transformers nlp spacy

Last synced: 17 Dec 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/rahul1582/named-entity-recognition

A keras implementation of Bidirectional-LSTM for Named Entity Recognition.

bidirectional-lstm keras named-entity-recognition spacy tensorflow

Last synced: 13 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

https://github.com/caterinatasinato/machine-learning-nlp-projects

Projects I worked on as Trainee in Data Analytics at ProfessionAI

gensim matplotlib nltk pandas sklearn spacy

Last synced: 19 Dec 2024

https://github.com/malcolmgreaves/py_ml_img

A Python 3 image for NLP & ML. Includes spaCy & NLTK model data.

docker-image machine-learning nlp nltk python3 spacy

Last synced: 13 Dec 2024

https://github.com/wanjage/charles-burney-digital

Digitale Aufbereitung, Anreicherung und Geovisualisierung eines Reiseberichts des Musikhistorikers Charles Burney, mithilfe von Transkribus, Spacy-NER und Nodegoat

geovisualisierung ner nlp nodegoat reisebericht spacy

Last synced: 18 Dec 2024

https://github.com/mydarapy/named-entity-recognition-in-clinical-texts-using-nlp-techniques

using a pretrained ML model to identify and extract named entities (drugs and dosage) from a medical corpus of clinical text

healthcare-data machine-learning medical named-entity-recognition nlp spacy spacy-nlp

Last synced: 18 Dec 2024

https://github.com/atharvapathak/customer_service_chatbot

Customer Service Chatbot Repository includes a range of features for building custom chatbots that can handle customer service queries and support requests. These features include NLP capabilities and pre-built dialog flows that can help chatbots understand and respond to customer.

chatbot database dialogflow nlp nltk reinforcement-learning restful-api spacy tensorflow

Last synced: 18 Dec 2024

https://github.com/ahmedkhaled404/ner-with-spacy

Named entity recognition using traditional NLP methods

machine-learning matplotlib ner nlp nlp-machine-learning python spacy

Last synced: 18 Dec 2024

https://github.com/meefs/entseeker

entseeker is a command-line tool for Named Entity Recognition (NER) and web entity searches in text files. It uses spaCy's NLP capabilities for standard named entities and custom rules for web-related entities.

ai named-entity-recognition spacy spacy-nlp text-classification text-processing

Last synced: 18 Dec 2024

https://github.com/cmilamaya/flight-dashboard-app

This project is an application that processes attached PDF documents containing flight information and extracts relevant data. The data is stored in a PostgreSQL database and visualized on a dynamic dashboard using Streamlit.

pandas pdfplumber python spacy

Last synced: 18 Dec 2024

https://github.com/thjbdvlt/spacy-presque

normalisation de mots (français) pour spacy

french nlp normalization spacy spacy-extensions

Last synced: 18 Dec 2024

https://github.com/sudeatesoglu/nlp-document-processor

An NLP tool for processing documents in different formats with functionalities of similarity score detection, highlighting given pattern and similar words between PDFs, and NER extraction.

nlp spacy text-processing

Last synced: 18 Dec 2024

https://github.com/dmytrovoytko/mlops-spacy-sentiment-analysis

MLOps project Training and Deployment of Spacy model for Sentiment analysis

amazon ml-engineering mlflow mlops nlp prefect sentiment-analysis spacy text-classification

Last synced: 18 Dec 2024

https://github.com/coueghlani/nlp

Proyecto de Procesamiento de Lenguaje Natural y Análisis de Datos

mineria-de-datos nlp nlp-machine-learning nltk numpy procesadores-de-lenguajes sklearn spacy

Last synced: 18 Dec 2024

https://github.com/thjbdvlt/spacy-viceverser

lemmatisation du français avec hunspell et spacy

french hunspell lemmatization nlp nlp-french spacy

Last synced: 18 Dec 2024

https://github.com/trikztr/gptscrape

GPTScrape: A tool for web scraping that uses spaCy for NLP and GPT4All for converting scraped text into structured JSON.

ai data-extraction data-scraping gpt gpt4all llm npl python scraping spacy spacy-nlp web-scraping

Last synced: 18 Dec 2024

https://github.com/cano1998/sentiment-analysis-report-for-amazon-product-reviews

Sentiment analysis of Amazon product reviews. The analysis provides insights into customer sentiment and opinions regarding specific products sold on Amazon.

pdf pdf-generation sentiment-analysis spacy text-blob

Last synced: 18 Dec 2024

https://github.com/thjbdvlt/litteralement

schéma de base de données postgresql EAV hybride pour l'analyse de textes en français

eav french nlp nlp-french postgresql spacy sql

Last synced: 18 Dec 2024

https://github.com/atharvapathak/customer_sentiment_analysis

Customer sentiment analysis is the process of using natural language processing (NLP) and machine learning techniques to analyze and understand the feelings, opinions, and attitudes expressed by customers in textual data, such as reviews, feedback, and social media posts.

cnn naive-bayes nlp nltk spacy stemming text-mining tokenization

Last synced: 18 Dec 2024

https://github.com/presizhai/rmp-ai-assistant

This project implements a RAG system for a Rate My Professor service, leveraging Pinecone for vector storage and OpenAI for text embeddings. It preprocesses professor reviews using SpaCy for cleaning and sentiment analysis, enabling the AI assistant to provide more nuanced recommendations and insights based on student queries.

generative-ai large-language-model natural-language-processing openai software-development software-engineering spacy

Last synced: 18 Dec 2024

https://github.com/nanditha-prabhu/qa-system-via-srl

Question Answering System via Semantic Role Labeling Using Token Classification and Parsing Techniques

bert qa-system spacy srl

Last synced: 18 Dec 2024

https://github.com/muhammadshavaiz/ai_learning

Google Colab notebooks showcasing PyTorch implementations and experiments. Covers deep learning techniques, including neural networks and NLP concepts.

deep-learning nlp python pytorch spacy

Last synced: 18 Dec 2024

https://github.com/michaelkinfu/hknews-headline-analysis

The Hongkong News headline analysis project was conducted by the Chinese University of Hong Kong Library.

beautifulsoup deep-learning digital-scholarship folium historical-newspapers machine-learning spacy yolov5

Last synced: 18 Dec 2024

https://github.com/atharvapathak/twitter_sentiment_analysis_project

Twitter sentiment analysis is the process of analyzing tweets posted on the Twitter platform to determine the overall sentiment expressed within them. It involves using natural language processing (NLP) and machine learning techniques to classify tweets.

api bag-of-words bert cnn data gbm nltk rnn spacy twitter

Last synced: 18 Dec 2024

https://github.com/foxbenjaminfox/simil

CLI for semantic string similarity

glove machine-learning python spacy string-similarity

Last synced: 18 Dec 2024

https://github.com/hansalemaos/spacy2df

converts a spaCy object into a pandas DataFrame

dataframe nlp pandas spacy

Last synced: 18 Dec 2024

https://github.com/shadbalti/simple-chatbot

This is a simple chatbot created using Python and spaCy. The chatbot can respond to common questions and perform specific tasks.

ai bots chatbot python spacy

Last synced: 18 Dec 2024

https://github.com/ianhaggerty/final-capstone

This represents the final capstone project in my HyperionDev Data Science (fundamentals) course. A dataset of Amazon customer reviews is analysed using natural language processing.

amazon data-analytics data-science data-visualization dataset matplotlib nlp nlp-machine-learning numpy pandas plotly reviews seaborn spacy tabulate textblob wordcloud

Last synced: 18 Dec 2024

https://github.com/hackerajofficial/chatbot

ChatBot capable of answering user queries while also integrating a conversational form to collect user information such as Name, Email, Phone Number, and Address using Python with Django

chat-application chatbot chatbots chatterbot django hackeraj hackerajofficial spacy spacy-nlp

Last synced: 18 Dec 2024

https://github.com/thjbdvlt/quelquhui

tokenizer for french

french french-nlp nlp spacy tokenizer-nlp

Last synced: 09 Oct 2024

https://github.com/2pa4ul2/mcq-quiz-maker-nlp

Quizzable a quiz generator for short reviews with Spacy and NLTK

flask nlp nltk python question-generation quizapp spacy

Last synced: 09 Oct 2024

https://github.com/rrayhka/indonesian-ner-spacy

Fine-tuning SpaCy for Indonesian Named Entity Recognition (NER) with custom dataset.

indonesian named-entity-recognition ner nlp spacy

Last synced: 09 Oct 2024

https://github.com/arnabd64/spacy-ner-hf-space

A webapp built using Gradio for demonstrating the capabilities of the Spacy NER pipeline.

gradio huggingface-spaces named-entity-recognition nlp spacy spacy-pipeline token-classification

Last synced: 09 Oct 2024

https://github.com/pedcapa/nlpower

FastAPI-based service designed to provide real-time text analysis. It leverages some Natural Language Processing (NLP) libraries to offer functionalities such as sentiment analysis, keyword extraction, and text summarization.

fastapi nlp nltk spacy

Last synced: 09 Oct 2024

https://github.com/karimosman89/resume-screening

Screen resumes to identify the best candidates.Build a machine learning model that screens resumes and ranks candidates based on job descriptions.Streamline the hiring process for HR departments by automating candidate screening.

machine-learning-algorithms nlp-machine-learning nltk-python python scikit-learn spacy text-processing

Last synced: 25 Dec 2024

https://github.com/rfdzan/summarize-search-result

extractive text summarization with a handful of different libraries

natural-language-processing python spacy

Last synced: 07 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)

fasttext nlp paraphrase spacy

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

nlp sklearn spacy

Last synced: 09 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/d5555/textcat_dataset_imdb

Movie Review Dataset for binary sentiment classification

categories dataset spacy textcat textcategorizer

Last synced: 09 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/sohaamir/website_projects

Doing some analytics (scraping, app development) on my GitHub website

nltk requests scrapy spacy streamlit

Last synced: 21 Dec 2024

https://github.com/amishra15/text-summarizer-using-nlp-and-tf-idf-methods

Text-Summarizer-Using-NLP-and-TF-IDF-Methods

nlp spacy text-summarization

Last synced: 09 Dec 2024

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/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/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/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/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/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/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/mugambi645/spacy-text-classification

Text classification with spacy

machine-learning nlp spacy

Last synced: 11 Nov 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

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