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Releases: alan-turing-institute/ThermodynamicAnalyticsToolkit

Version 0.2

18 Jun 15:02
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Version 0.2 Pre-release
Pre-release

ChangeLog update

  • enhanced userguide with fully tested python examples
  • using double floating point precision by default
  • allowed external setting of inter and intra ops thread number for
    parallelizaton
  • distributable tarball is working (make dist), target distcheck not yet
  • added measuring of execution times (init, train, overall)
  • FIX: batch_size went missing
  • FIX: Dataset was not shuffled properly and split into test/train inconsistent
  • added loss manifold sampler
  • added Python interface
  • added userguide
  • added saving and restoring of neural network model to and from file.
  • added trajectory analyser for average parameters and diffusion map analysis
    based on the contributed code by Zofia Trstanova
  • added sampling of average kinetic energy and configurational temperature,
    accurate by accumulating in every step (not just "every_nth" step)
  • added autotools testsuite
  • added SGLD, Geometric Langevin Algorithm 1st and 2nd order sampling

sha1: c1a663adb4ead4e5989cff57c16e3bf530b0ecc4 datadrivensampler-0.3.tar.bz2

Version 0.1

18 Jun 15:03
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ChangeLog update

  • gradient descent, SGD, and SGLD optimization
  • datasets confined to ones from TensorFlow "playground"
  • trajectory analyser