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#

textpreprocessing

Here are 65 public repositories matching this topic...

Solve your natural language processing problems with smart deep neural networks

  • UpdatedJun 3, 2019
  • Jupyter Notebook

This notebook contains entire text preprocessing pipeline for NLP problems. The ready-to-use functions require NLTK and SKlearn package installations. It also contains some prominent text classification models.

  • UpdatedOct 20, 2020
  • Jupyter Notebook

A basic machine learning model built in python jupyter notebook to classify whether a set of tweets into two categories: racist/sexist non-racist/sexist.

  • UpdatedJun 24, 2019
  • Jupyter Notebook

Sentiment analysis on BBC News headlines and descriptions using VADER. Classifies text as Positive, Negative, or Neutral based on compound scores.

  • UpdatedAug 22, 2024
  • Jupyter Notebook

Unsupervised Machine Learning project for Netflix Movies and TV Shows Clustering. The main goal of this project is to create a content-based recommender system that recommends top 10 shows to users based on their viewing history.

  • UpdatedAug 21, 2023
  • Jupyter Notebook

Hey there! Welcome to NLP project repository. Here i will upload all the NLP based projects i have done or i am currently doing. Feel free to fork this repo and contribute in it.

  • UpdatedNov 6, 2024
  • Jupyter Notebook
  • UpdatedMay 31, 2023
  • Jupyter Notebook

For the text Mining course I carried out a project related to the analysis and classification of the reviews of the "UCI ML Drug Review" dataset (link:https://archive.ics.uci.edu/ml/datasets/Drug+Review+Dataset+%28Drugs.com%29). I learned to apply techniques such as bag of words, TF-IDF and build sentiment analysis models through the Bert and V…

  • UpdatedJul 22, 2022
  • Jupyter Notebook

LangChainRunnables is a Python-based project showcasing and learing five distinct LangChain workflows—Branch, Lambda, Parallel, Passthrough, and Sequence—using OpenRouter’s free API. It demonstrates AIdriven text processing tasks generating facts, summarizing reports, creating notes and quizzes, responding to sentiment feedback, and crafting jokes

  • UpdatedJul 8, 2025
  • Python

NLP using NLTK python library

  • UpdatedMar 15, 2018
  • Jupyter Notebook

Implemented Text Summarization by using Text Ranking(simple graph based technique) and Sq2Sq Encoder Decoder Model

  • UpdatedApr 24, 2022
  • Jupyter Notebook

Fuzzy Matcher utility provides you robust fuzzy matching based on Levenstein distance enabled with caching and parallization

  • UpdatedSep 18, 2023
  • Jupyter Notebook

Performed PySpark based text pre-processing including lemmatization, POS tagging and UDF functions on customer feedback. Computed and visualized sentiment score to identify areas of improvements.

  • UpdatedAug 18, 2023
  • Python

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