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

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

New Contributors

• @Dhruv454000 made their first contribution in #940
• @shahpratham made their first contribution in #960
• @neosunhan made their first contribution in #945

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