In Progress/Completed (Current Week): 
Experimentation with case sensitive PIIs, adding custom PIIs, exploring Presidio, spaCy, NER, Updating the Overleaf doc.

TODO (Upcoming Week):
Implementing the case insensitive techniques suggested in the website, Add the case nlp section in the Overleaf doc.

In Progress/Completed (Current Week): 

Went through the paper and talk. Still trying to setup, the NetShare repo.

genism  wheel building is failing. 

Deprecate call to `setup.py install` when `wheel` is absent for source distributions without pyproject.toml · Issue #8559 · pypa/pip (github.com)

word2vec_pyinner.csx file. 
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Installation worked. 

Training in progress.

TODO (Upcoming Week):

Need to read DoppleGanger paper.

In Progress/Completed (Current Week):

Figuring out the best type of autoencoder for anonymization, exploring the existing models 

TODO (Upcoming Week):

Implementing an autoencoder model to anonymize time series data, Finding drop in predictive power.