GitHub

Inflation Forecasting with ARIMA and LSTM

A full-stack inflation-forecasting toolkit that pairs classical ARIMA diagnostics in Stata with an LSTM pipeline in Python. The project walks from raw CPI data ingestion and exploratory visualisation ...
GitHub

Force estimation of continuum(hyper-redundant) manipulator using LSTM.

# pip module for create virtual environment sudo apt install python3.xx-venv # e.g. python3.10-venv (humble) # make virtual env with --symlink python3 -m venv {env ...
IEEE

Improved 3-D LSTM: A Video Prediction Approach to Long Sequence Load Forecasting

Abstract: Power load forecasting is the foundation of maintaining power grid stability, and can assist in decision-making to reduce operating costs. Fine-grained long sequence load forecasting ...
IEEE

Applying Hybrid Quantum LSTM for Indoor Localization Based on RSSI

Abstract: A recent study showcased the efficacy of Long Short-Term Memory (LSTM) in significantly reducing average indoor localization Root Mean Square Error (RMSE ...