CaImAn island

CHECK THE NEW README FILE, UPDATED INSTALLATION INSTUCTIONS!!

New release that fixes a set of bugs and add new functionalities:
BUGS FIXED:

• MAC OS or LINUX processing getting stuck in multiprocessing or ipyparallel
• Online algorithm bug fixes
• Window support (a bit) more stable

New Features:

• installation with pip
• installation of demos examples movies and neural nets in a separate folder
• in place installation with pip
• CI for all the demos
• Use numpy's .tofile() method instead of managing files ourselves
• Added CNN for online calcium imaging analysis
• Online algorithm performance improved
• Online algorithm to run on Zebrafish data
• Code is more path aware
• Fixed tifffile compatibility
• Installation with packages from only conda-forge
• added support for non integere gSig
• enabling multiple new components per timestep in onacid
• Proofreading and killed deadcode
• more stable support for CNMF-E (endoscopic one photon data)