energy-markets

Here are 40 public repositories matching this topic...

Techantonio67 / ENERGY-DEMAND-FORECASTING-ML

⚡ Predict natural gas consumption with advanced machine learning using multivariate time series analysis and ensemble techniques for high accuracy.

python machine-learning ai keras feature-selection transformer xgboost hyperparameter-tuning statistical-models energy-markets timeseriesforecasting day-ahead-market ensemblelearning sarima-model multi-output-forecasting climatetech ilya-ghaffary energyanalytics

Updated Apr 14, 2026
Python

Alder998 / EnergyModelling_scratch

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Fast Energy Modelling exercise - Scenario Generation + Hydro and Thermal Optimization, VPP Pricing

optimization energy-data energy-markets

Updated Apr 13, 2026
Jupyter Notebook

alopezberm / Data-Driven-Strategies-for-Financial-Resilience-in-Energy-Procurement

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A Data-Driven Decision Support System to optimize industrial energy procurement and mitigate tail risks in the Spanish electricity market (Spot/Futures hedging). Developed for the Advanced Business Analytics course (42578) at DTU.

python machine-learning reinforcement-learning risk-management decision-support-system business-analytics electricity-prices energy-markets hedging-strategy mibel

Updated Apr 12, 2026
Python

AmirkhanyanAnahit / geopolitical-energy-shocks-european-equities

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Cross-sector analysis of how geopolitical energy shocks affect European equities through benchmark-relative returns, Brent sensitivity, and volatility-regime behavior.

python risk-analysis financial-markets geopolitics energy-markets equity-analysis

Updated Apr 11, 2026
Jupyter Notebook

marcelovilchez45-web / global-energy-crisis-monitor

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📈 Monitor interactivo de crisis energéticas globales. Análisis end-to-end (MySQL + Power BI) sobre el impacto de la volatilidad del petróleo en la inflación regional y precios minorista

sql power-bi business-intelligence data-analytics dax energy-markets data-storytelling

Updated Apr 8, 2026

a338wong / alberta_energy_market_analytics_dashboard

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Energy market analytics pipeline and Power BI dashboard analyzing Alberta electricity prices using demand, natural gas, and weather data.

python time-series power-bi business-intelligence data-analytics alberta data-pipeline electricity-market energy-markets github-actions

Updated Apr 6, 2026
Python

younis-y / Crack-Spread-Econometrics

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VECM analysis of the 3-2-1 crack spread: demand-pull and cost-push price transmission between crude oil, gasoline, and heating oil (BENV0122 UCL)

python time-series econometrics vecm cointegration granger-causality crude-oil energy-markets

Updated Mar 31, 2026
Jupyter Notebook

ashleshakadam / lithium-dashboard

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End-to-end lithium market intelligence dashboard modeling supply, demand, cost curves, and price formation using Python and Streamlit

python dashboard supply-chain lithium data-analytics forecasting energy-markets streamlit

Updated Mar 30, 2026
Python

SaiShadow / Cross-Border-Electricity-Price-Forecasting-with-Deep-Learning

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This repository implements multiple deep learning models to forecast day-ahead electricity prices in the Germany-Luxembourg bidding zone, leveraging data from 15 European bidding zones.

python deep-learning neural-networks transfer-learning time-series-forecasting energy-markets day-ahead-market electricity-price-forecasting

Updated Mar 28, 2026
Jupyter Notebook

iznaur-khatataev / energy-trading-analytics

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Projects exploring energy-market forecasting, trading analytics, and quantitative modelling using Python

python data-science forecasting energy-markets

Updated Mar 24, 2026
Jupyter Notebook

nirajneupane17 / Chokepoint-Shock

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Quantitative Analysis of Strait of Hormuz Disruption on Global Capital Markets & Commodity Trades

python quantitative-finance risk-management crude-oil energy-markets

Updated Mar 23, 2026
Python

finn0connor / energy-trading-internship

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python sql energy-markets power-trading

Updated Mar 22, 2026

laurentvv / oil-agent

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Autonomous AI agent monitoring geopolitical and industrial events impacting global oil prices using smolagents and DSPy with real-time alerts and continuous learning.

python web-scraping autonomous-agents oil-market energy-markets ai-agent dspy email-alerts oil-prices wti-oil llama-cpp opec financial-intelligence smolagents brent-crude financial-monitoring

Updated Mar 16, 2026
Python

yuan-phd / swiss-afrr-spike-prediction

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Causal ML for Swiss aFRR price spike prediction — German wind forecast errors → unplanned loop flows → balancing cost spikes. XGBoost + SHAP + MLflow + Databricks + Airflow pipeline with PSI drift monitoring and champion/challenger retraining.

machine-learning airflow time-series switzerland xgboost databricks dag causal-inference mlflow energy-markets drift-detection shap electricity-markets pandera

Updated Mar 15, 2026
Python

filippograndoniJ / cobblestone-cross-commodity-monitor

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Automated cross-commodity monitor linking European gas and carbon fundamentals to power risk, with daily metrics, charts, and AI-structured desk brief outputs.

python automation trading analytics carbon natural-gas energy-markets llm eu-ets power-markets

Updated Mar 12, 2026
Python

M4RC0Sx / esiosapy

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Unofficial ESIOS API Python library. Up to date and fully equipped.

python esios energia ree energy-markets esios-api electrcidad mercados-electricos

Updated Feb 26, 2026
Python

vvmshahi / germany-power-market-analysis

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End-to-end analysis of Germany electricity prices using ENTSO-E data, including time series analysis, spike detection, and machine learning prediction.

python machine-learning time-series forecasting data-analysis electricity-prices energy-markets