Name		Name	Last commit message	Last commit date
parent directory ..
README.md		README.md
__init__.py		__init__.py
clone_vec.py		clone_vec.py
config.yml		config.yml
crypto_utils.py		crypto_utils.py
inference_config.yml		inference_config.yml
logreg_reference.ipynb		logreg_reference.ipynb
lr_train_funcs.py		lr_train_funcs.py
np_reference.py		np_reference.py
sol_nag_log_reg.py		sol_nag_log_reg.py
utils.py		utils.py

README.md

Optimizations

packing all of the training data into a single ciphertext.
- Need to refresh/bootstrap fewer ciphertexts
implementing NAG
optimization by doing transpose and multiplication by -1 in plaintext
packing the weights into a single ciphertext and masking things out to extract them