Lstm

Well in this blog we will understand LSTM but let’s first understand the problems with simple RNN. The problem with simple RNN, it can not take care of “long term dependency “.In real world, If the later output depends on the most earliest inputs then during backpropagation, small change in…

A short three-pager on Recurrent Neural Networks, touching on similarities and differences between GRU & LSTM approaches toward any future problem statement involving analyzing large-scale time series e.g. Price Prediction of a particular stock on the S&P 500. Abstract. With the emergence of Recurrent Neural Networks (RNN) in the ’80s, followed…

When you get on the driver’s seat of your car, are you able to just turn the engine on and drive away or do you need to think about how are you going to do it and each step on the process before leaving with the car? For most of…

Authors Kushagra Gupta, Jeewon Kim, Arpitnagpal Table of content Introduction and Motivation Sentiment Modeling problem Bi-LSTM with Attention Mechanism Explained Implementation with real-world data Content 1. Introduction and Motivation Sentiment analysis is a powerful marketing tool that enables product managers to understand customer emotions in their marketing campaigns. It is an essential factor in product and brand recognition, customer…

“ project ini adalah project akhir tim kami CC22-CE02 di program Bangkit Academy 2022, pada project akhir ini tim kami membuat aplikasi android monitoring dan forecasting kualitas udara yang diberi nama Aqmonitor yang mana merupakan implementasi solusi dari problem case Indosat Ooredoo Hutchison mengenai emisi karbon yang di percayakan kepada…

In this article, we analyze the feature importance of the Ichimoku Cloud using machine learning and optimized backtests. Specifically, we will examine the five major lines of technical indicators composing the parent Ichimoku indicator on prediction accuracy as a commonly used LSTM neural network trading model learns to build profitable…

Detect toxicity across a diverse range of conversations — Nowadays, in an era of technology, the ways of communications have become simpler as compared to couple of decade earlier. People are introduced to the social media platforms where they can write, read and share contents. Much of the world now communicates on social media, around one third of the…

ถึงแม้ว่าในปัจจุบันเทคโนโลยีหรือ องค์ความรู้ต่างๆจะพัฒนาไปไกลกว่าแต่ก่อนมาก แต่ถึงกระนั้นเราก็ยังพบการทำร้ายร่างกาย ใช้อารมณ์รุนแรง และ พบเหตุทะเลาะเบาะแว้งตามข่าวเป็นเรื่องปกติ. ซึ่งก็มีผู้ที่เสียชีวิตลงไม่น้อยเลยที่ถูกเป็นเหยื่อจากการใช้ความรุนแรงเหล่านี้ มันก็ดีไม่น้อยเลยใช่ไหมครับ? …