karthikeyann / fastai-lessons

fastai DL course part 1 Lessons code in keras

fastai-lessions

course.fast.ai part 1 lessions (rewritten in keras)

& keras tutorials

1. keras mnist
2. keras layers tutorial

utils

1. kutils.py - memory usage functions

Links

1. Pandas and Python memory - https://stackoverflow.com/questions/39100971/how-do-i-release-memory-used-by-a-pandas-dataframe
2. Pandas for large data - https://www.dataquest.io/blog/pandas-big-data/
3. Feather format - https://blog.cloudera.com/blog/2016/03/feather-a-fast-on-disk-format-for-data-frames-for-r-and-python-powered-by-apache-arrow/