📓 Long(er) text representation and classification using Doc2Vec embeddings

my nlp projects notebook

A Jupyter notebook on implementation of Latent Semantic Analysis (A Topic Modelling Algorithm) in python.

Python Notebooks for Collecting Tweets and Analyze their text using various text classification and clustering techniques

Introducing Natural Language Processing (NLP) with jupyter notebooks.

EEA Jupyter Notebook Data Science Stack

Some AI notebooks didactic applications

A few Jupyter notebooks about Natural Language Processing

This repository contains various models for text summarization tasks. Each model has a separate directory containing the implementation code, pretrained weights, and a Jupyter notebook for testing the model on sample input texts. Feel free to use these models for your own text summarization tasks or to experiment with them further.

A jupyter notebook for topic-modelling, clustering and question-answering on COVID-19 research papers.

Jupyter Notebook kernels containing EDA, NLP analysis and Recommender system

Topic modelling - optimization of model hyper params. Notebooks are examples of using our optimization pipeline for sample data.

A Jupyter notebook analyzing the major reasons for Tesla order cancellation and how Elon Musk's tweets correlate with order cancellation.

🤖💻This repository showcases a comprehensive Natural Language Processing (NLP) pipeline implemented in Python using Jupyter notebooks. The pipeline deploys various machine learning techniques to classify labeled dataset. The pipeline employs comparisons of the dataset using Recurrent Neural Network (RNN) and RandomForest Classifier algorithms.