https://github.com/legendarym4x/data_science

Data Science Course

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

Last synced: 12 Oct 2024

https://github.com/yashaswini-lankalapalli/text-summarization

Here are the two NLP models for text summarization: Abstractive NLP and Extractive NLP.

nlp python spacy transformers

Last synced: 12 Oct 2024

https://github.com/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: 31 Oct 2024

https://github.com/aqueeqazam/text-classification-project-using-machine-learning-and-nlp

machine-learning nlp random-forest-classifier spacy text-classification

Last synced: 31 Oct 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: 31 Oct 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: 31 Oct 2024

https://github.com/woranov/spacy-lazy-docbin

Lazy-loadable and indexable spaCy DocBins

spacy spacy-extension

Last synced: 12 Oct 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: 31 Oct 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: 31 Oct 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: 18 Oct 2024

https://github.com/hansalemaos/spacy2df

converts a spaCy object into a pandas DataFrame

dataframe nlp pandas spacy

Last synced: 31 Oct 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/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: 31 Oct 2024

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

Hotel Customer Support Chatbot Rest API

django nltk pyspellchecker python spacy

Last synced: 09 Oct 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/fyt3rp4til/fake-news-detection-v4-gensim-googlenews300

gensim-word2vec gradient-boosting-classifier sklearn spacy word2vec-google-news-300

Last synced: 09 Oct 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: 31 Oct 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: 31 Oct 2024

https://github.com/kazkozdev/novelgenerator

NovelGenerator - AI-powered fiction book generator that uses Ollama's LLMs to create complete novels with coherent plot structures, developed characters and multiple writing styles.

ai-novels fiction-generator nlp novel-writing ollama python spacy text-generation

Last synced: 02 Nov 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: 31 Oct 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/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: 05 Nov 2024

https://github.com/sydney-informatics-hub/clause-segmenter

A clause segmenting tool utilising Python's SpaCy

nlp python spacy

Last synced: 09 Oct 2024

https://github.com/shwetajanwekar/capstone-project_1

Capstone project_1 include python code for best fit regression model, SQL feature store and tableau dashboard

accuracy create engine lasso-regression-model linear-regression mysql-database pandas ridge-regression seaborn skewness sklearn-library spacy sqlalchemy standard-deviation transformation variense xtrain ytrain

Last synced: 03 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/imvladikon/spacy-trankit

💥 Trankit models directly in spaCy💥

nlp spacy spacy-extension spacy-nlp spacy-pipeline trankit

Last synced: 14 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: 12 Oct 2024

https://github.com/gabrielmazzotta/nlp-clustering--movie-similarity-from-plot-summaries

A Python-based movie recommendation system leveraging NLP and clustering techniques. This project includes data processing, vectorization of plot summaries, and the implementation of recommendation algorithms to suggest similar movies based on user input.

clustering cosine-similarity hierarchical-clustering kmeans lemmatization nlp recommendation-engine scikit-learn similarity-score spacy tokenization

Last synced: 03 Nov 2024

https://github.com/cur10usitydrives/named-entity-recognition

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

Last synced: 31 Oct 2024