Data

Tools

Indexes

Applications

Experiments

Open Sustainable Technology

https://github.com/NeuroDiffGym/neurodiffeq

NeuroDiffEq: A Python package for solving differential equations with neural networks - Published in JOSS (2020)
artificial-intelligence boundary-value-problem deep-learning differential-equations initial-value-problem mathematical-modelling neural-networks ode odes pde-solver physics-informed-neural-networks pinn pypi pytorch scientific-computing time-series
Added: 10 months ago - Last Synced: 10 months ago - Created: March 28, 2019

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 1112
  • Committers: 22
  • Issues: 51
  • Pull Requests: 72
  • Owner: NeuroDiffGym
  • Stars: 766
  • Forks: 99
  • Packages: 1
  • Downloads: 394
https://github.com/AndreWeiner/flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows - Published in JOSS (2021)
cnm csv davis dmd dynamic-mode-decomposition hdf5 ipsp jupyter machine-learning netcdf openfoam pod proper-orthogonal-decomposition pytorch tau
Added: 10 months ago - Last Synced: 10 months ago - Created: June 24, 2020

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 289
  • Committers: 7
  • Issues: 44
  • Pull Requests: 9
https://github.com/deeprank/deeprank2

DeepRank2: Mining 3D Protein Structures with Geometric Deep Learning - Published in JOSS (2024)
convolutional-neural-networks deep-learning graph-neural-networks protein-protein-interfaces pytorch single-residue-variants structural-biology
Added: 10 months ago - Last Synced: 10 months ago - Created: January 21, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3021
  • Committers: 35
  • Issues: 137
  • Pull Requests: 147
  • Owner: DeepRank
  • Stars: 55
  • Forks: 14
  • Packages: 1
  • Downloads: 70
https://github.com/cambridge-iccs/ftorch

FTorch: a library for coupling PyTorch models to Fortran - Published in JOSS (2025)
deep-learning fortran hacktoberfest interoperability libtorch machine-learning python pytorch torch
Added: 10 months ago - Last Synced: 10 months ago - Created: October 14, 2022

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Fortran
  • Commits: 408
  • Committers: 17
  • Issues: 166
  • Pull Requests: 303
https://github.com/alan-turing-institute/autoemulate

AutoEmulate: A Python package for semi-automated emulation - Published in JOSS (2025)
active-learning calibration emulation ensemble gaussian-processes history-matching hut23 hut23-1468 mcmc neural-networks pytorch sensitivity-analysis uncertainty-quantification
Added: 10 months ago - Last Synced: 10 months ago - Created: August 01, 2023

  • Relevant topics? true
  • External users? true
  • Open source license? true
  • Active? true
  • Fork? false
  • Main Language: Python
  • Commits: 3127
  • Committers: 18
  • Issues: 434
  • Pull Requests: 554