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

A Hybrid LSTM-Transformer Model for Power Load Forecasting

Abstract: This paper introduces a novel optimized hybrid model combining Long Short-Term Memory (LSTM) and Transformer deep learning architectures designed for power load forecasting. It leverages the ...