[WIP] Fix #708

[NimaSarajpoor]

See #708. This PR should address #708 (and #1011)

Each main checkbox below has at least one indented checkbox. The main checkbox represents a callee function with fastmath=True and an indented checkbox represents a caller function. If the caller function itself has fastmath=True flag as well, a star(*) is written next to its name. In such case, the callers of this function are represented in another checkbox set.

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• [ ] maap._compute_multi_p_norm

  • [ ] maap._maamp

• [ ] core._sliding_dot_product

  • [ ] * core._p_norm_distance_profile
  • [ ] core._mass_distance_matrix
  • [ ] * scrump._compute_PI
  • [ ] tests/test_preceision.py::test_calculate_squared_distance
  • [ ] tests/test_core.py::test_njit_sliding_dot_product

• [ ] core._p_norm_distance_profile

  • [ ] * scrammp._compute_PI
  • [ ] tests/test_core.py::test_p_norm_distance_profile

• [ ] core._calculate_squared_distance_profile

  • [ ] * core.calculate_distance_profile
  • [ ] stomp._stomp
  • [ ] * mstump._compute_multi_D
  • [ ] * scrump._compute_PI
  • [ ] tests/test_core.py::test_calculate_squared_distance_profile

• [ ] core.calculate_distance_profile

  • [ ] * core._mass
  • [ ] stumpi._update_egress
  • [ ] stumpi._update
  • [ ] tests/test_core.py::test_calculate_distance_profile

• [ ] core._mass

  • [ ] core.mass
  • [ ] core._mass_distance_matrix
  • [ ] ostinato._across_series_nearest_neighbors
  • [ ] ostinato._ostinato

• [ ] core._apply_exclusion_zone

  • [ ] * maap._compute_multi_p_norm
  • [ ] core.apply_exclusion_zone
  • [ ] * scraamp._compute_PI
  • [ ] * mstump._compute_multi_D
  • [ ] * scrump._compute_PI

• [ ] stump._stump

  • [ ] stumped._dask_stumped
  • [ ] stumped._ray_stumped
  • [ ] stump.stump
  • [ ] scrump.update

• [ ] stump._compute_diagonal

  • [ ] * stump._stump

• [ ] * scraamp._compute_PI

  • [ ] * scraamp._prescraamp

• [ ] scraamp._prescraamp

  • [ ] scraamp.prescraamp
  • [ ] scraamp._init_

• [ ] mstump._compute_multi_D

  • [ ] mstump._mstump

• [ ] scrump._compute_PI

  • [ ] * scrump._prescrump

• [ ] scrump. _prescrump

  • [ ] scrump.prescrump
  • [ ] scrump._init_

• [ ] aamp._compute_diagonal

  • [ ] * aamp._aamp

• [ ] aamp._aamp

  • [ ] aamp.aamp
  • [ ] scraamp.update
  • [ ] aamped._dask_aamped
  • [ ] aamped._ray_aamped

NOTE: The functions core._count_diagonal_ndist and core._total_diagonal_ndists are ignored as their input parameters cannot have non-finite value.