Heat 1.5.0-rc1: Pre-Release

Changes

Cluster

• #1593 Improved Batch Parallelization. (by @mrfh92)

Data

• #1529 Make dataset.ishuffle optional. (by @krajsek)

IO

• #1602 Improved load balancing when loading .npy files from path. (by @Reisii)
• #1551 Improved load balancing when loading .csv files from path. (by @Reisii)

Linear Algebra

• #1261 Batched matrix multiplication. (by @FOsterfeld)
• #1504 Add solver for triangular systems. (by @FOsterfeld)

Manipulations

• #1419 Implement distributed unfold operation. (by @FOsterfeld)

Random

• #1508 Introduce Batchparallel for RNG as default. (by @mrfh92)

Signal

• #1515 Support batch 1-d convolution in ht.signal.convolve. (by @ClaudiaComito)

Statistics

• #1510 Support multiple axes for ht.percentile. (by @ClaudiaComito)

Sparse

• #1377 Distributed Compressed Sparse Column Matrix. (by @Mystic-Slice)

Other

• #1618 Support mpi4py 4.x.x (by @JuanPedroGHM)

Contributors

@ClaudiaComito, @FOsterfeld, @JuanPedroGHM, @Reisii, @mrfh92, @mtar and @krajsek