BID

[acevedo-s]

Proposed changes

1. Routines to calculate the Intrinsic Dimension of binary data (BID) . The routines are independent of the rest of DADApy, and they use extensively cpu-JAX instead of Cython.

2. With the help of @vdeltatto I added JAX and JAXLIB as a dependencies, and it is only possible to add both for python >=3.8. In the modifications I'm updating the requirement for python>=3.8 in pyproject.toml and I removed the tests for python 3.7

Questions:

1. Would everyone be fine with requiring python >= 3.8 ? As an example, Ulysses has python 3.8 as the newest python version available in the "module avail" list.

Comments:

1. JAX-CUDA is quite problematic for version-compatibilities. For JAX-CPU it does not seem to be the case. Meaning: This works fine, but when someone adds something using JAX-CUDA, as @vdeltatto, specific versions for JAX,JAXLIB and python are going to be required.

TODO:

1. Docstrings are not amazing.
2. I'd like some opinion about the tutorial, i.e., if it is clear and useful to start using the code.