v1.2.0: GSoC22, introducing signal module, parallel I/O and more

[ClaudiaComito]

Highlights

• We have been selected as a mentoring organization for Google Summer of Code, and we already have many new contributors (see below). Thank you!
• Heat now supports PyTorch 1.11
• Gearing up to support data-intensive signal processing: introduced signal module and memory-distributed 1-D convolution with ht.convolve()
• Parallel I/O: you can now parallelize writing out to CSV file with ht.save_csv().
• Introduced more flexibility in memory-distributed binary operations.
• Expanded functionalities in linalg, manipulations modules.

What's Changed

• Bug/825 setitem slice dndarrays by @coquelin77 in Bug/825 setitem slice dndarrays #826
• Features/807 roll by @mtar in Features/807 roll #829
• implement vecdot by @mtar in implement vecdot #840
• Enhancement/798 logical dndarrray by @mtar in Enhancement/798 logical dndarrray #851
• add moveaxis by @mtar in add moveaxis #854
• add swapaxes by @mtar in add swapaxes #853
• norm implementation by @mtar in norm implementation #846
• Features/178 tile by @ClaudiaComito in Features/178 tile #673
• Features/torch proxy by @ClaudiaComito in Features/torch proxy #856
• add normal, standard_normal by @mtar in add normal, standard_normal #858
• add signbit by @mtar in add signbit #862
• add sign, sgn by @mtar in add sign, sgn #827
• vdot implementation by @mtar in vdot implementation #842
• Bugfix/529 lasso example by @bhagemeier in Bugfix/529 lasso example #876
• fix binary_op on operands with single element by @mtar in fix binary_op on operands with single element #868
• conjugate method in DNDarray by @mtar in conjugate method in DNDarray #885
• add cross by @mtar in add cross #850
• Feature/337 determinant by @mtar in Feature/337 determinant #877
• Features/746 print0 print toggle by @coquelin77 in Features/746 print0 print toggle #816
• Feature/338 matrix inverse by @mtar in Feature/338 matrix inverse #875
• randint accept ints for 'size' by @mtar in randint accept ints for 'size' #916
• Support PyTorch 1.11.0 by @github-actions in Support PyTorch 1.11.0 #932
• 750 save csv v2 by @bhagemeier in 750 save csv v2 #941
• added duplicate comm by @Dhruv454000 in added duplicate comm #940
• changed documentation small fix by @Dhruv454000 in changed documentation small fix #956
• add digitize/bucketize by @mtar in add digitize/bucketize #928
• Improve save_csv string formatting by @bhagemeier in Improve save_csv string formatting #948
• Random: Replaced factories.array with DNDarray by @shahpratham in Random: Replaced factories.array with DNDarray #960
• Features/30 convolve by @lucaspataro in Features/30 convolve #595
• Add out and where args for ht.div by @neosunhan in Add out and where args for ht.div #945

New Contributors

• @Dhruv454000 made their first contribution in added duplicate comm #940
• @shahpratham made their first contribution in Random: Replaced factories.array with DNDarray #960
• @neosunhan made their first contribution in Add out and where args for ht.div #945

Full Changelog: v1.1.0...v1.2.0

---

This discussion was created from the release v1.2.0: GSoC22, introducing `signal` module, parallel I/O and more.