Release v0.6.0 · nmichlo/disent

Fixes

MPI3D was not correctly loaded, first few factors were misaligned
- Recomputed statistics for new datasets and updated configs

Added disent.data.data.DataFileSprites, a custom version of sprites
- Added experiment configs and computed dataset statistics
Multiple version of disent.dataset.data.Mpi3dData now exist, for different use cases because the dataset is so large
- added Mpi3dHdf5Data -- converts the files to hdf5 to stream from disk, but very slow to load into memory directly
- added Mpi3dNumpyData -- loads the files directly into memory (quick), cannot read from disk
- changed: Mpi3dData is now a wrapper around both of the above, and the mode can be specified with in_memory
disent.dataset.util.state_space.StateSpace
- Added init checks
- Added helper method invert_factor_idxs that returns the unspecified factor indices, or the inverse set.
- Added helper method sample_indices that samples valid indices in the range of the dataset.
- Improved sampling and other methods that take in factors to first call normalise_factor_idxs so that we can use factor names in these functions instead.
- Added helper method sample_random_factor_traversal_grid that samples a grid of traversals, one for each ground-truth factor.
Added disent.util.inout.paths.modify_ext(...) that modifies the extension of a path

Fix stalefile now correctly handles missing files
Various plotting fixes, now functions support RGBa images not just grey or RGB images.

Added Teapots3dData but it is not complete, needs to be converted to a "random" dataset, as this dataset does not actually have valid ground truth factors in the form of a state space, rather they are randomly sampled.