v1.6.7

Fix handling of missing data when reading VCF files.

v1.6.6

Fix the README and delete unnecessary code.

v1.6.5

1. Fix inference bug that causes memory crash
2. Report time correctly
3. Control the number of threads

v1.6.4

Updates:

1. Ensured GaussianMixture uses float64 for improved numerical stability.
2. Removed outdated supervised flag from the README.

v1.6.3

What's Changed

• Include cuda files

v1.6.2

What's Changed

• MacOS compatibility.

v1.6.1

What's Changed

• v 1.6.1 by @joansaurina in #36
• New reader for bed files.
• 2 bit format for nvidia-gpus speedup using cuda.
• Mps support.
• Efficient SVD initialization, log-likelihood and file reading using Cython.

Note: this release introduces breaking changes which might make models trained on prior versions not to work as expected. Please use a version previous to 1.6.1 if that's the case.

Full Changelog: v1.5.1...v1.6.1

v1.5.1

• Bump dependencies

Full Changelog: v1.5.0...v1.5.1

v1.5.0

• Neural network enhancement by changing the input to the PCA space and switching to RMSNorm.
• Gaussian Mixture and consensus K-Means initialization
• Improved OOM data handling
• Multi-GPU training and inference

Note: these releases introduce breaking changes which might make models trained on prior versions not to work as expected. Please use a version previous to 1.5.0 if that's the case.
Full Changelog: v1.4.1...v1.5.0

Update dependencies

• Update dependencies to avoid breaking changes and speedup data reading.
• Drop columns containing only NaNs from the input matrix.