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Dulanjana Wijenayake's Projects

causalarima icon causalarima

An R package to estimate the effect of interventions on univariate time series using ARIMA models

econml icon econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal in

energy-demand-electricity-price-forecasting icon energy-demand-electricity-price-forecasting

Electricity price (energy demand) forecasting using different ML, DL, stacked DL and hybrid methods (XGBoost, GRU, LSTM, CNN, CNN-LSTM, LSTM-Attention, Hybrid GRU-XGBoost and Hybrid LSTM-Attention-XGBoost)..

forest-modeling icon forest-modeling

This repo contains all the scripts, datasets and all the outputs of the Forestry modeling done for the LEipzig floodplain forest

hydrogen-demand icon hydrogen-demand

This is the Git repo for our Energiewendie assignment and for anyone who is working on hydrogen and energy demand in future

ollama icon ollama

Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 2, and other large language models.

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