Numerical Data Imputation: Choose kNN over Deep-Learning

Tabular Numerical Data Imputation comparison: kNN, GAIN, MisGAN. Here, I recreated GAIN and MisGAN from scratch.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
build		build
datasets		datasets
results		results
README.md		README.md
_NOTES.txt		_NOTES.txt
_data_generation.py		_data_generation.py
_data_preprocessing.py		_data_preprocessing.py
pipeline1.py		pipeline1.py
pipeline10.py		pipeline10.py
pipeline11.py		pipeline11.py
pipeline2.py		pipeline2.py
pipeline3.py		pipeline3.py
pipeline4.py		pipeline4.py
pipeline5.py		pipeline5.py
pipeline6.py		pipeline6.py
pipeline7.py		pipeline7.py
pipeline8.py		pipeline8.py
pipeline9.py		pipeline9.py

DeltaFloflo/imputation_comparison