Rename Everything

[willtebbutt]

Also bumps the patch version.

We're going to have to make another breaking change in the very near future to re-work how we interact with ADTypes (i.e. deprecating safe_mode in favour of debug_mode etc), but I'm going to leave that until the renaming is all sorted.

[sunxd3]

timely renaming!

[github-actions]

Performance Ratio:
Ratio of time to compute gradient and time to compute function.
Warning: results are very approximate! See here for more context.

┌────────────────────────────┬──────────┬─────────┬─────────────┬─────────┐
│                      Label │ Mooncake │  Zygote │ ReverseDiff │  Enzyme │
│                     String │   String │  String │      String │  String │
├────────────────────────────┼──────────┼─────────┼─────────────┼─────────┤
│                   sum_1000 │    108.0 │     1.0 │        5.61 │     1.9 │
│                  _sum_1000 │     7.82 │  1300.0 │        34.0 │   0.106 │
│               sum_sin_1000 │     2.49 │    1.59 │        10.9 │    1.02 │
│              _sum_sin_1000 │     2.93 │   291.0 │        16.2 │    1.38 │
│                   kron_sum │     62.0 │    10.0 │       192.0 │    13.5 │
│              kron_view_sum │     77.8 │    10.6 │       201.0 │    12.0 │
│      naive_map_sin_cos_exp │     3.12 │ missing │        9.56 │    2.78 │
│            map_sin_cos_exp │      4.7 │    1.78 │        7.56 │    3.42 │
│      broadcast_sin_cos_exp │     4.31 │    2.59 │        1.69 │    2.86 │
│                 simple_mlp │     5.25 │    3.08 │        6.99 │    3.21 │
│                     gp_lml │     5.66 │     2.2 │     missing │ missing │
│ turing_broadcast_benchmark │     7.22 │ missing │        36.6 │ missing │
│         large_single_block │      3.9 │  4440.0 │        33.2 │    2.24 │
└────────────────────────────┴──────────┴─────────┴─────────────┴─────────┘