Tag archive

#lstm

Jul 20, 2026

#rnn #lstm #rnnandlstm

Difference Between RNN and LSTM: Key Differences Explained

The difference between RNN and LSTM lies in how they process sequential data and handle long-term...

Jul 20, 20261 min read0 reactions0 comments

May 20, 2026

#mathematics #lstm #arima #predictions

The Ulysses Prediction Engine

The Ulysses Prediction Engine: How I Built a Self‑Optimizing, Noise‑Proof Oracle That Learns...

May 20, 20269 min read0 reactions0 comments

May 7, 2026

#cnn #lstm #bearingfaultdetectio #cwrudataset

CNN vs LSTM Bearing Fault Detection: 8x Training Speed Gap

CNNs Train 8x Faster Than LSTMs on CWRU — But Nobody Talks About the Memory Trade-off I...

May 7, 20261 min read0 reactions0 comments

Apr 26, 2026

#ai #antennacontrol #deeplearning #lstm

LSTM Networks Enhance Antenna Servo System Performance Prediction

Research teams are successfully using advanced AI to predict mechanical failures in satellite ground...

Apr 26, 20264 min read0 reactions0 comments

Apr 15, 2026

#lstm #transformer #stockprediction #timeseries

LSTM vs Transformer: S&P 500 1-Year Benchmark Results

Transformers Beat LSTMs 62% of the Time — But Not How You'd Expect Ran both architectures...

Apr 15, 20261 min read0 reactions0 comments

Apr 6, 2026

#rulprediction #lstm #gru #transformer

LSTM vs GRU vs Transformer RUL: NASA CMAPSS Memory Test

The 8GB GPU Problem Nobody Talks About I threw NASA's CMAPSS turbofan dataset at three RUL...

Apr 6, 20261 min read0 reactions0 comments

Apr 13, 2026

#rnn #lstm #ai #deeplearning

Recurrent Neural Networks: Giving Networks Memory

"The present contains nothing more than the past, and what is found in the effect was already in the...

Apr 13, 20265 min read0 reactions0 comments

Aprendiendo Recurrent Neural Networks: prediciendo fallas usando el dataset C-MAPSS de la NASA, Python y C++

Apr 7, 2026

#deeplearning #datawrangling #lstm #python

Aprendiendo Recurrent Neural Networks: prediciendo fallas usando el dataset C-MAPSS de la NASA, Python y C++

Bienvenidos a esta serie de posts. Lo que están por leer comenzó como un simple ejercicio de fin de...

Apr 7, 20265 min read0 reactions0 comments

CNN-LSTM Hybrid Architecture for Thanglish-to-Tamil : Bridging 26 Letters to 247 Characters

Feb 17, 2026

#cnn #lstm #ai #tamil

CNN-LSTM Hybrid Architecture for Thanglish-to-Tamil : Bridging 26 Letters to 247 Characters

Built a CNN-LSTM hybrid architecture for Thanglish-to-Tamil transliteration that outperforms BiGRU+Attention while being 16x smaller—proving that 1D convolutions can efficiently capture local n-gram patterns for character-level sequence tasks. Sometimes the simplest architecture wins when it aligns with the problem's inherent structure 🚀

Feb 17, 20265 min read0 reactions0 comments

Feb 6, 2026

#machinelearning #xgboost #lstm #crypto

Why We Chose XGBoost Over LSTM for Crypto Prediction

The Deep Learning Hype Problem Every crypto prediction tool claims to use "deep learning"...

Feb 6, 20264 min read2 reactions0 comments

Feb 20, 2025

#machinelearning #ai #rnn #lstm

Using ML and AI for stock price prediction

Welcome back to yet another journey into AI (still highly caffeinated—Yorkshire Tea is the best brand...

Feb 20, 202513 min read1 reactions0 comments

Building a Sarcasm Detection System with LSTM and GloVe: A Complete Guide

Jan 2, 2025

#ai #nlp #lstm #deeplearning

Building a Sarcasm Detection System with LSTM and GloVe: A Complete Guide

Before We Begin :) Detecting sarcasm is more than just spotting ironic statements. It involves...

Jan 2, 202512 min read0 reactions0 comments