NLP
comparing stand up comedians using natural language processing
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, …
Machine Learning University: Accelerated Natural Language Processing Class
Python code for various NLP metrics
A preprocessing guide for NLP with python.
This repository consists of a complete guide on natural language processing (NLP) in Python where we'll learn various techniques for implementing NLP including parsing & text processing and underst…
Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:
A guided tour on NLP, introduction to basic techniques on machine learning for a text classification about tweets
Sentiment analysis of product reviews
A sentiment analysis model for food product reviews by customers.
How to Build NLP Topic Models to Truly Understand What Customers Want
Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to supervised classifier of review sentiment
A Code-First Introduction to NLP course
Books recommendation system by collaborative filtering and certain visualization are done on data.
Building a recommendation system and a price prediction model to improve user experience and conversion rate on craigslist used car platform
Deep Learning based autocomplete for search bars
Natural Language Question Answering System implemented using BERT, SIF Embeddings, and Word2Vec.
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
Coursera - Deep Learning Specialization
Implementations of CNNs, RNNs, GANs, etc
Predict review type if it is positive or negative
Predict Meal type by using 1d CNN and RNN on NLP.