Have you ever seen the movies Memento or Ghajni? Our basic RNNs are like the heroes in those movies who suffer from short-term memory problems. LSTM is a special version of RNN (Recurrent Neural Network) model that solves this short-term memory issue. In this tutorial, we will understand Long Short Term Memory (LSTM) from scratch …
In today’s fast-paced digital world, redacting sensitive information from PDF documents is an important task. Whether it’s removing personal information or replacing sensitive text with asterisks, the process can be time-consuming and manual. But what if you could automate the redaction process using Python?
With PyPDF2, OpenCV, and fpdf libraries, you can! In this step-by-step guide, we will show you how to remove or replace text in a PDF with Python.
Unleash the Power of FastText for Text Classification with Python!
Get ready to tackle any text classification task with ease, from sentiment analysis to spam filtering, and everything in between.
FastText is a fast, efficient, and easy-to-use library that makes text classification a breeze. Say goodbye to complicated models and hello to accurate predictions with FastText and Python!
Discover the power of fastText and Python in accurately detecting the language of text. In this blog post, we explore the built-in language detection system of fastText and how it can be implemented in Python. With code examples and practical insights, you’ll learn how to train and use a language detection model with fastText. Whether you’re a beginner or an experienced practitioner in NLP, fastText is a must-have tool in your arsenal. Read on to learn more about accurate language detection using fastText and Python.
A few years ago, the idea of text-to-speech software would have been laughable, if not impossible. However, with deep learning and artificial neural networks on the rise, it’s quite possible to convert text to speech on your own computer. In this guide, you’ll learn how to perform text-to-speech conversion with your own Python script to make speech synthesis more natural sounding than ever before possible.
FastText is an NLP library developed by the Facebook research team for text classification and word embeddings. FastText is popular due to its training speed and accuracy. If you want you can read the official fastText paper. There are different frameworks of FastText: In this fastText tutorial post, I will only talk about fastText word …
Stop word removal is an basic and important technique in any Natural Language Processing task. In this tutorial I will walk you through different techniques to remove stop words from text file. What are stop words in NLP? Stop words usually are the most common words (ex: a, the, is, shall) in any language. There …