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Support Vector Regression for Unsupervised Machine Learning
Self-hosted statistics generated using Strava data
Building Resilient Integrated, Decarbonized Gas-Electric Systems (BRIDGES)
Python 3 API wrapper for Garmin Connect to get activity statistics
A data structure for mathematical optimization problems
PyPSA-USA: An Open-Source Energy System Optimization Model for the United States
Machine learning as a surrogate model for EnergyPLAN and EPLANopt: https://doi.org/10.1016/j.energy.2024.132735
A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.
The lightweight Base library for shared types and functionality for defining differential equation and scientific machine learning (SciML) problems
Implementation of the 1D Savitzky-Golay filter in JuliaLang
GPU-based first-order solver for linear programming.
Data package: time series of load, wind and solar generation
Geospatial Land Availability for Energy Systems
The ETHOS.FINE python package provides a framework for modeling, optimizing and assessing energy systems
atlite: A Lightweight Python Package for Calculating Renewable Power Potentials and Time Series
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
NimaSarajpoor / stumpy
Forked from TDAmeritrade/stumpySTUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks
Julia framework for energy system models with a focus on multi-period capacity expansion
A Julia package for evaluating distances (metrics) between vectors.
Julia implementation of unsupervised learning methods for time series datasets. It provides functionality for clustering and aggregating, detecting motifs, and quantifying similarity between time s…
Capacity Expansion Problem Formulation for Julia
A linear optimisation model for distributed energy systems
Sector coupled Euro-Calliope workflow
Time series aggregation module (tsam). Determines typical operation periods or dereases the temporal resolution. Accelerates model or experiment runs.
Code for paper "The Potential Role of a Hydrogen Network in Europe" based on PyPSA-Eur-Sec
PyPSA-Eur-Sec: A Sector-Coupled Open Optimisation Model of the European Energy System
Stochastic linear program for investments in the European power system