[WIP] Multi-Step Methods

[avik-pal]

TODOs

• PotraPtak3
• SinghSharma
  • 4
  • 5
  • 7
• Tests
• Documentation
• Handle tuple/namedtuple caches in @internal_caches

[codecov]

Codecov Report

Attention: 107 lines in your changes are missing coverage. Please review.

Comparison is base (8f9a432) 58.65% compared to head (75f1874) 57.12%.

Files	Patch %	Lines
src/descent/multistep.jl	7.01%	53 Missing ⚠️
src/core/approximate_jacobian.jl	43.75%	18 Missing ⚠️
src/abstract_types.jl	0.00%	14 Missing ⚠️
src/internal/helpers.jl	38.88%	11 Missing ⚠️
src/core/generalized_first_order.jl	81.25%	6 Missing ⚠️
src/algorithms/multistep.jl	0.00%	5 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##           master     #356      +/-   ##
==========================================
- Coverage   58.65%   57.12%   -1.53%     
==========================================
  Files          44       47       +3     
  Lines        2612     2708      +96     
==========================================
+ Hits         1532     1547      +15     
- Misses       1080     1161      +81     

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