jeiloh

jeiloh's Stars

• kLabUM/pystorms

  Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms

  Language:Jupyter Notebook2916

• tancik/fourier-feature-networks

  Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

  Language:Jupyter Notebook1.3k133

• PyDMD/PyDMD

  Python Dynamic Mode Decomposition

  Language:Python879303

• neuralhydrology/neuralhydrology

  Python library to train neural networks with a strong focus on hydrological applications.

  Language:Python359184

• state-spaces/mamba

  Mamba SSM architecture

  Language:Python13k1.1k

• intelligent-environments-lab/CityLearn

  Official reinforcement learning environment for demand response and load shaping

  Language:Python472171

• Zhiyu014/MARL-UDS

  Source code for the MARL-enabled real-time control of urban drainage system

  Language:Python91

• tu-rbo/differentiable-particle-filters

  Source code and data for the paper "Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors"

  Language:Python17940

• casadi/casadi

  CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.

  Language:C++1.7k381

• dynamicslab/pysensors

  PySensors is a Python package for sparse sensor placement

  Language:Python7921

• pnnl/neuromancer

  Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

  Language:Python910120

• microsoft/AIforEarthDataSets

  Notebooks and documentation for AI-for-Earth-managed datasets on Azure

  Language:Jupyter Notebook28044

• open-meteo/open-meteo

  Free Weather Forecast API for non-commercial use

  Language:Swift2.6k170

• meghnathomas/MILPNet

  Mixed-Integer Linear Programming framework for water distribution system optimization

  Language:Python192

• locuslab/differentiable-mpc

  Language:Python24450

• sintel-dev/Orion

  A machine learning library for detecting anomalies in signals.

  Language:Python1k162

• patrick-kidger/NeuralCDE

  Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

  Language:Python62267

• dynamicslab/pykoopman

  A package for computing data-driven approximations to the Koopman operator.

  Language:Python31060

• NOAA-OWP/t-route

  Tree based hydrologic and hydraulic routing

  Language:Python4450

• NCAR/DART

  Data Assimilation Research Testbed

  Language:Fortran195145

• NOAA-OWP/ngen

  Next Generation Water Modeling Engine and Framework Prototype

  Language:C++8463

• NWC-CUAHSI-Summer-Institute/data_assimilation_with_bmi

  Data Assimilation for the Modeling Engines and Framework Prototypes that use BMI for connecting models

  Language:Jupyter Notebook32

• NWC-CUAHSI-Summer-Institute/cfe_py

  Python version of NOAA-OWP / cfe in Python, for research and development

  Language:Jupyter Notebook73

• NOAA-OWP/cfe

  CFE is a conceptual rainfall-runoff model with an implementation of the Basic Model Interface.

  Language:C2122

• NCAR/wrf_hydro_nwm_public

  WRF-Hydro model code

  Language:Fortran178138

• thouska/spotpy

  A Statistical Parameter Optimization Tool

  Language:Python256152

• algorithmsbooks/algforopt-notebooks

  Jupyter notebooks associated with the Algorithms for Optimization textbook

  Language:Jupyter Notebook419113

• dynamicslab/pysindy

  A package for the sparse identification of nonlinear dynamical systems from data

  Language:Python1.4k316

• deeptime-ml/deeptime

  Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

  Language:Python75484

• nansencenter/DAPPER

  Data Assimilation with Python: a Package for Experimental Research

  Language:Python347122