- United States of America + Germany
- in/maximillian-ermler
Popular repositories Loading
- electricity-demand-forecasting
electricity-demand-forecasting PublicBenchmarked 10+ models — OLS, Ridge, LASSO, PCR, WLS, Huber, LAD, LTS, SARIMA, SARIMAX, and a PyTorch LSTM — against 50,000+ hours of Toledo Edison utility data. LSTM achieved 78,432 KW RMSE, 77% b…
R 1
- pv-solar-forecasting
pv-solar-forecasting PublicCompared 5 ML models — Linear Regression, SVR, Random Forest, Gradient Boosting, and KNN — on 6 years of real DOE solar data from a utility-scale PV plant in Colorado. Gradient Boosting achieved R²…
Jupyter Notebook 1
- stochastic-simulation-computational-studies
stochastic-simulation-computational-studies PublicSix computational studies in stochastic simulation built in R from scratch: SLLN convergence, M/G/1 and M/M/2 discrete-event queues, steady-state batch means and regenerative estimation, conditiona…
R 1
- quasi-newton-optimization
quasi-newton-optimization PublicFrom-scratch Python implementation of DFP, BFGS, and L-BFGS quasi-Newton optimization algorithms benchmarked across 12 unconstrained nonlinear problems — convex quadratics, Rosenbrock, data-fitting…
Jupyter Notebook 1
- garch-evt-copula-var
garch-evt-copula-var PublicGARCH-EVT-copula portfolio risk model. 4.94% breach rate vs 5% target, zero Basel red zones, out-of-sample
Python 1
- digital-currency-systems-analysis
digital-currency-systems-analysis PublicAnalyzed the cryptographic and mathematical foundations of distributed ledger systems — Merkle trees, proof-of-work consensus, Byzantine fault tolerance, and mining game theory — comparing Bitcoin,…
If the problem persists, check the GitHub status page or contact support.
Uh oh!
There was an error while loading. Please reload this page.