Add 5 classifiers for fixations - IVT, IMST, KF, HMM, and I2MC

nalmadi / EMIP-Toolkit

EMIP Toolkit (EMTK): A Python Library for Processing Eye Movement in Programming Data

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Add 5 classifiers for fixations - IVT, IMST, KF, HMM, and I2MC #62

Open hatran22 opened 2 years ago

hatran22 commented 2 years ago

We just added 5 classifiers into a new file called Classifier.py. Each classifier is contained within a class. We also modify the emip-toolkit.py to take in different classifiers per the user preference. Test code for IMST and illustration using a notebook is under construction!

IMST and IVT basically work - can be demonstrated via unit test (IVT) or a notebook illustration of the algorithm (IMST)
KF is assumed to work under unit test

quanphan2906 commented 2 years ago

Hi @hatran22, emtk has been migrated from object-oriented design to functional. Can you adapt the code to match the new design of the library? Thank you for your contribution.