joshuaeh
Derive actionable insights from data, modeling and optimization
The University of Texas-AustinAustin
joshuaeh's Stars
probml/pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
pnnl/MCOR
Microgrid Component Optimization for Resiliency Tool
pnnl/neuromancer
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
keras-team/keras-core
A multi-backend implementation of the Keras API, with support for TensorFlow, JAX, and PyTorch.
NREL/PyPSSE
NREL/electrolyzer
NREL/PVDegradationTools
Set of tools to calculate degradation responses and degradation related parameters for PV.
NREL/HPC
A collection of various resources, examples, and executables for the general NREL HPC user community's benefit. Use the following website for accessing documentation.
NREL/BuildingsBench
Large-scale pretraining and benchmarking for short-term load forecasting.
NREL/openstudio-server-helm
Helm charts for Kubernetes deployment of OpenStudio Server.
NREL/OCHRE
A Python-based building energy modeling (BEM) tool designed to model flexible loads in residential buildings
NREL/SAM
System Advisor Model (SAM)
NREL/dgen
The Distributed Generation Market Demand (dGen) model simulates customer adoption of distributed energy resources (DERs) for residential, commercial, and industrial entities in the United States and other countries.
NREL/hsds-examples
Examples of using the HSDS Service to Access NREL WIND Toolkit data
keras-team/keras
Deep Learning for humans
scikit-learn/scikit-learn
scikit-learn: machine learning in Python
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
APMonitor/mdc
Matlab Dynamics and Control
OptimizationExpert/Pyomo
Pyomo respository provides a comprehensive library of solved models in Supply chain management
IMMM-SFA/diyepw
Create EnergyPlus ready EPW files from observed data.
garrettj403/SciencePlots
Matplotlib styles for scientific plotting
kdayday/solarbenchmarks
Compare common benchmark probabilistic solar forecast methods across the SURFRAD sites
naienh/FT-Reactive-Distillation-Pyomo
Building a Fischer–Tropsch reactive distillation simulator using Pyomo
blaylockbk/Carpenter_Workshop
Brian's python workshop, where he keeps his tools, paint, and anything else useful.
blaylockbk/Herbie
Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.
BatteryDataAlliance/pymacnet
A class based Python interface for communication and control of Maccor cyclers via Macnet.
jump-dev/JuMP.jl
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
ichatzinikolaidis/CasADi.jl
Julia interface to CasADi via PyCall