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Integrative Scalable Computing Laboratory

A research group at the Department of Information Technology, Uppsala Universtity.

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Software

FEDn

FEDn is a framwork for scalable federated machine learning. The project is a collaboration with our spin-off Scaleout.

A scalable, resilient and model agnostic federated learning framework.
https://github.com/scaleoutsystems/fedn
21 forks.
83 stars.
21 open issues.

Recent commits:
  • Update version number i setup.py (#463), GitHub
  • Merge branch 'master' into release/v0.4.0, GitHub
  • Fix broken metrics in UI (#453)* Resolved #451 (#452)Co-authored-by: Andreas Hellander <andreas.hellander@gmail.com>* Update README.rst (#449)Removed a duplicate in main redmeCo-authored-by: Andreas Hellander <andreas.hellander@gmail.com>, GitHub
  • Update README.md, GitHub
  • Update README.md, GitHub

StochSS

StochSS is cloud service for modeling and analyzing biological systems. https://github.com/StochSS/stochss

Sciope

Sciope is a Python3 package supporting ML-assisted model exploration of stochastic biochemical reaction networks. It is part of the StochSS Suite of Software.

Python3 Toolkit for ML-assisted inference, optimization and parameter exploration.
https://github.com/StochSS/sciope
10 forks.
13 stars.
3 open issues.

Recent commits:
  • Updated NN predict method to be silent, since Tensorflow has verbose enabled by default, Prashant Singh
  • issue 16, Prashant Singh
  • BugFix: added boundary checks for RepSMCABC, ekta Vats
  • Merge branch 'bnn', ekta Vats
  • BugFix: added dimensionality checks for distances in ABC-SMC, ekta Vats

HASTE Toolkit

HASTE Tookit is a collection of tools enabling rapid construction of cloud-native, intelligent data pipelines following the model developed in the HASTE Project.

HASTE-project
21 repositories, 1 followers.

pyURDME

PyURDME is a modeling and simulation toolkit for spatial stochastic simulations. It makes use of a modified version of the core solver of URDME (www.urdme.org) for mesocopic simulations via the Reaction-Diffusion Master Equation (RDME), and builds on Dolfin/FeniCS (http://fenicsproject.org) for geometric modeling, meshing and Finite Element Assembly. pyURDME only rely on open-source dependencies, and offer an object-oriented pythonic API to construct and simulate models.

Python API for URDME solvers
https://github.com/ahellander/pyurdme
12 forks.
4 stars.
18 open issues.

Recent commits:
  • Merge pull request #155 from briandrawert/masterViz upgrades, GitHub
  • Merge pull request #57 from briandrawert/js_fixautomatically loading javascript libraries inside notebooks, GitHub
  • automatically loading javascript libraries inside notebooks, Brian Drawert
  • Fix for mesh wire not rendering, Brian Drawert
  • Fix for mesh wire not rendering, Brian Drawert

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