build: bump the python group with 2 updates (#5)

chore: bump the python group with 4 updates (#4)

chore: bump the python group across 1 directory with 6 updates (#3)

build: bump the python group with 3 updates (#1)

fix: small improvements

fix: adds type hints to distribution

fix: type hints for preprocessing

docs: fixes README nbviewer links

feat: adds theory about bernoulli mixtures

build: updates .gitignore

refactor(datasets): update type hints

refactor(kmeans): adds types and checks

fix: resolved type hint errors in linear module

fix: adds some missing type hints

build: upgrade to python 3.10