LSTM-PINN and PINN for population forecasting
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May 9, 2025 - Python
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population-forecasting
Here are 7 public repositories matching this topic...
An interactive Streamlit app by Srinivasta visualizing India's demographics (1901–2036). Blends official census history with Scikit-Learn Polynomial Ridge Regression models to track and forecast population, birth, and death trajectories across States & UTs.
python machine-learning time-series scikit-learn pandas pytest data-visualisation matplotlib india predictive-modeling census-data ridge-regression demographics streamlit population-forecasting interactive-dashboard
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Jun 15, 2026 - Python
Forecasting Ireland’s population change using CSO data, time-series features and multiple ML models, with clear baseline comparisons and honest evaluation.
python data-science machine-learning time-series random-forest scikit-learn jupyter-notebook forecasting arima ireland gradient-boosting population-forecasting cso-data
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May 27, 2026 - Jupyter Notebook
Population forecasting and climate–demography analysis for Soran, Kurdistan Region, Iraq.
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Aug 20, 2026 - Jupyter Notebook
Interactive settlement-level projection dashboard for Russia with population dynamics, age-sex structure, spatial filters, and map-based exploration.
javascript github-pages dashboard plotly open-data mapbox parquet spatial-analysis demography geoanalytics population-forecasting russia-regions
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Jun 6, 2026 - JavaScript
Interactive demographic forecast dashboard for Russian regions through 2100 with population, fertility, mortality, and migration scenarios.
github-pages dashboard reproducible-research migration open-data spatial-analysis demography public-policy geoanalytics regional-economics population-forecasting russia-regions
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Jun 6, 2026 - HTML
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